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Home Artificial Intelligence

Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, United Kingdom, or Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: September 25, 2026
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27,130 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 85 reviews
    Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    10% CRM Consulting and SI +5 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development

    Simform is a software development company offering services such as mobile and web app development, system integration, and custom software solutions. Reviews indicate a strong emphasis on communication, project management, and technical expertise, with approximately 90% of the feedback highlighting responsiveness and proactive collaboration. While some suggest improvement in end-user documentation, the majority commend Simform's professionalism, strategic alignment, and long-term partnership approach.

    See all 85 projects

    Reviews mention Communicative

    The reviews highlight Simform's strong communication skills, with clients noting their proactive approach and clarity in updates. For instance, one client praised the team's ability to provide clear updates and address challenges collaboratively, while another emphasized their responsiveness to evolving project requirements. Overall, the sentiment is overwhelmingly positive, reflecting satisfaction with the transparency and professionalism of Simform's communication throughout various projects.
    • Software & Architecture Dev & DevOps for Staff Aug Company
      5.0 Mar 6, 2024

      Simform always delivers items in a timely fashion - and went above and beyond to meet our needs. Clear and timely communication was a hallmark of their service, ensuring that all deliverables were met as expected.

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    • UI/UX Design, Mobile App & AWS Development for Media Company
      5.0 Feb 29, 2024

      Simform did a great job on the project management. They set-up weekly catch-up meetings to allow us to monitor the project and respond to questions. Team members updated us daily using Slack and notified us of any blockers to continue the project.

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    • Staff Aug, Web Design & Dev for Software Development Startup
      4.5 Sep 1, 2023

      Simform’s customer success manager has impressed us, too, since they ensure a smooth collaboration and quickly address any challenges or issues we encounter. Our primary form of communication with Simform is through weekly or daily video calls on Google Meet, and we also use Slack for regular communication.

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    • Mobile App Development for Digital Transformation Agency
      4.5 Aug 24, 2023

      Communication - the communication with the team was great. They understood the requirements and raised any roadblocks/risks/questions that the team might have. Yes, the items were delivered on time.

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    • Mobile App Development for Digital Ad Solutions Company
      5.0 Jun 22, 2023

      Despite the time zone differences, they navigated seamlessly, ensuring efficient planning and flawless implementation. Their communication was seamless, contributing to smooth collaboration.

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    Industry Experience

    Simform has demonstrated its expertise across various industries including Education, Hospitality, Information Technology, Business Services, and Financial Services. Clients highlighted their ability to enhance platforms, develop mobile applications, and improve user experiences. Overall, feedback is positive, emphasizing their responsive communication, project management skills, and technical proficiency. Clients particularly appreciate Simform's adaptability to specific industry needs, making them a suitable partner for projects in sectors like Education, Healthcare, and eCommerce.

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    Select Industry to see insights

    Utilities Financial services eCommerce Real estate Logistics & Supply Chain Wellness & Fitness Agriculture Human Resources Media Other industries Consulting Nonprofit Construction Legal Gaming Food & Beverages Other Industry Consumer Products Healthcare Fitness Software Business services Information technology Hospitality & leisure Arts, entertainment & music Education Advertising & marketing IT Services

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (1)

    What Clients Have Said

    The reviews for Simform consistently highlight their competitive pricing and overall value for money. Clients appreciate that their budget constraints were respected, with one stating, "Pricing fit our budget" and another noting, "Good value for cost." Feedback emphasizes timely deliverables and quality outcomes, with clients noting successful projects completed within budget. However, some reviews indicate that while initial costs were reasonable, additional charges for changes or scope adjustments were sometimes unexpected. Overall, sentiment regarding cost effectiveness is positive.
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    United States (50) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    BlueLabel Logotype

    BlueLabel

    4.7 69 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

    25% AI Consulting
    25% Generative AI
    20% AI Development +3 services
    10% Mobile App Development
    10% Product Design
    10% Web Design

    BlueLabel is a digital product strategy consultancy specializing in AI and mobile app development, with expertise across various industries, including finance, manufacturing, and healthcare. Reviews reveal a high level of client satisfaction, with approximately 95% of clients praising their communication, timely delivery, and cultural alignment. Common themes include their ability to integrate seamlessly with client teams and their proficiency in leveraging cutting-edge technologies to deliver impactful solutions.

    See all 69 projects

    Reviews mention High-quality work

    BlueLabel consistently receives high praise for delivering high-quality work across various projects. Clients commend their commitment to excellence, noting that BlueLabel's outputs often exceed expectations. For instance, one client highlighted the effectiveness of their AI solutions, achieving over 50% reduction in dispatch calls, while another emphasized the outstanding collaborative nature of their data analysis. Overall, feedback reflects a strong sentiment regarding BlueLabel's ability to produce superior quality products and maintain effective communication throughout the project lifecycle.
    • Mobile App Design, Dev & Testing for Orthopedic Software
      5.0 Aug 3, 2023

      They have a commitment to delivering a high-quality product. In preparation for launch, Blue Label has helped us rigorously test the app to identify and fix any bugs or glitches. Positive Testing Feedback: Throughout initial user testing, we received extremely high ratings from users throughout the prototype phase.

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    • Frontend App Development for Bubble Tea Chain
      4.5 Apr 11, 2023

      By having a clear understanding of each team member's role and responsibilities, this company is able to efficiently manage their projects and deliver high-quality products and services to their clients. If there were any areas for improvement or things that BlueLabel could have done differently, it would be to pay closer attention to details.

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    • Mobile App Dev & UI/UX Design for Life Sciences Company
      3.5 Feb 9, 2023

      BlueLabel was very strategic and thoughtful about what we were trying to accomplish, so they put a lot of effort into making the app as high quality as possible. BlueLabel didn’t truly meet the deadlines; the project took twice as long as they said it would.

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    • Mobile App Dev for Specialty Coffee Shop
      5.0 Jun 14, 2021

      The quality of their output is outstanding. Our company engaged a third-party cybersecurity provider to scan for security risks. They ran vulnerability assessments, as well as a manual penetration test.

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    • Mobile App Development for Sports Startup
      4.5 Feb 17, 2021

      The quality of their work was strong. Both the screens and the overall design looked great. They were helpful in executing on fine-point, specific issues that could’ve got in our way.

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    Industry Experience

    BlueLabel has demonstrated expertise across various industries, including Financial Services, Manufacturing, Healthcare, and Arts. In Financial Services, clients praised their ability to enhance user experience and streamline operations through effective app development. The Manufacturing sector benefited from their AI solutions that significantly improved efficiency. In Healthcare, BlueLabel was recognized for transforming patient engagement through innovative app design. Overall, client sentiment is highly positive, with a consistent focus on effective project management and responsiveness, making them a suitable partner for diverse industries.

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    Select Industry to see insights

    Financial services Manufacturing Other industries Insurance Information technology Arts, entertainment & music Retail Media Education Advertising & marketing Automotive Government

    Average Project Cost Breakdown

    $50,000 to $199,999 (25) $200,000 to $999,999 (18) $10,000 to $49,000 (16) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback on BlueLabel emphasizes their strong value for money, with many noting that their pricing aligns well with project budgets. For example, one client appreciated their competitive pricing and exceptional service, stating, 'They provided great value for the cost.' Another mentioned that BlueLabel's work met expectations while remaining within budget, highlighting transparency and effective communication. Overall, clients express satisfaction with the cost-to-value ratio, indicating that BlueLabel delivers quality services at reasonable prices.
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    United States (66) Thailand (1) United Arab Emirates (1)
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    Azumo Logotype

    Azumo

    4.9 24 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    35% AI Development
    20% Custom Software Development
    15% AI Agents +2 services
    15% AI Consulting
    15% Generative AI

    Azumo is a software development company specializing in custom software solutions, including AI applications and cloud migrations. Across the reviews, 100% of clients highlighted Azumo's exceptional project management and communication. Their responsiveness, cultural fit, and alignment with company values were frequently praised, with over 80% of reviewers expressing satisfaction with their service delivery and professional ethos.

    See all 24 projects

    Reviews mention Efficient

    Clients consistently praised Azumo for their efficiency and rapid response times. One CEO noted their ability to swiftly address development issues and modernize code, allowing the client's team to focus on core business functions. Another client highlighted Azumo's speed in completing complex features, saving significant time and energy. Overall, feedback reflects a strong sentiment of satisfaction with Azumo's efficiency, professionalism, and commitment to client goals, with no suggested areas for improvement.
    • Software Development for Managed IT Company
      5.0 Dec 25, 2018

      They're personable, efficient, knowledgeable, and extremely customer-oriented. Their extensive experience with software and technology architecture equips them to design and implement robust platforms.

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    Average Project Cost Breakdown

    $50,000 to $199,999 (5) Less than $10,000 (3) $10,000 to $49,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently praise Azumo for their competitive pricing and excellent value for money. One client noted that Azumo provided a solution for a fraction of the expected cost, while another highlighted their ability to meet project needs within budget constraints. Overall, feedback reflects a strong sentiment of satisfaction regarding the cost-effectiveness of their services, with multiple clients expressing a willingness to continue partnerships based on the perceived value received.
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    More responsive than most other service providers

    Azumo is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

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    United States (18) Canada (2) Mexico (1)
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  • pulseCHECKER Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Bozeman, MT

    Services provided

    50% AI Development
    50% Digital Strategy

    PulseCHECKER, a Digital Strategy and artificial intelligence firm, was launched in 2003. They provides Digital Strategy and Artificial Intelligence.

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  • QAI Logotype

    QAI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Consulting
    50% Digital Engineering

    QAI is an AI Consulting and Digital Engineering company. In Montana, the firm was established in 2024. Their services include AI Consulting and Digital Engineering.

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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

    4.9 61 reviews
    Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Services provided

    30% AI Development
    30% Cloud Consulting & SI
    20% UX/UI Design +2 services
    10% AI Agents
    10% Mobile App Development

    Qubika is a versatile technology services company providing mobile app development, data engineering, product design, and AI integration. The company has received overwhelmingly positive feedback, with over 90% of reviews highlighting their responsiveness, ability to deliver on time, and high-quality outcomes. Clients consistently praise Qubika’s professionalism, adaptability, and commitment to meeting project goals and budgets.

    See all 61 projects

    Reviews mention Flexible

    Qubika has received positive feedback regarding its flexibility in project management. Clients have highlighted the team's adaptability to changing requirements, with one mentioning their exceptional responsiveness and ability to pivot quickly, even amidst project changes. Another client specifically praised Qubika's organization, noting that they consistently delivered on time while accommodating last-minute requests. Overall, the sentiment reflects a strong appreciation for Qubika's commitment to meeting diverse client needs and maintaining a collaborative partnership.
    • Mobile App Dev & UX/UI Design for R&D Company
      5.0 Aug 30, 2024

      I have been very impressed with the project management. Our organization does not operate like traditional development organizations, and the team has been exceptionally responsive and adaptable to our work and communication workflows. This flexibility has been crucial in allowing us to experiment with new projects and pivot quickly. The team remained positive and unflustered, even when we frequently changed or dropped projects.

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    • Mobile App Dev & Code Refactoring for AI Software Provider
      5.0 Aug 23, 2024

      Qubika’s project management has been fantastic. From the start, they set up clear communication channels and laid out realistic timelines for every part of the project. What really impressed me was their ability to stay organized while also being flexible—if something needed to change, they handled it smoothly without missing a beat.

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    • Bluetooth RFID Scanner Dev for Hospitality Solutions Company
      5.0 Jul 25, 2024

      Cristian and the team was very flexible in getting the piece of hardware they needed to develop against and made sure it got through customs without any intervention from me. Ongoing communication throughout the project was just to make sure everything was going well.

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    • Staff Augmentation for Software Company
      4.0 Jul 25, 2022

      We’re really impressed with their flexibility. Their team is so quick in finding the right person to work on a specific project. For instance, we needed frontend development support, and they were able to find somebody within two days who could jump in and start contributing immediately.

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    • App Dev for Digital Health Startup
      5.0 Sep 10, 2020

      The ability to build, learn, react, and adjust to the flexible needs and wants of a startup company.

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    Industry Experience

    Qubika has demonstrated robust expertise across diverse industries, notably in Information Technology (IT), Hospitality, and Healthcare. Client feedback highlights their strengths in mobile app development, UI/UX design, and data integration, with a strong capacity for rapid delivery and adaptability to client needs. Overall, sentiment is highly positive, particularly in IT, where Qubika's technical proficiency has notably improved project timelines and quality. They are well-suited for clients seeking agile development partners in tech-driven sectors.

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    Select Industry to see insights

    Media Other industries Information technology Hospitality & leisure Real estate Manufacturing Education Arts, entertainment & music Energy & natural resources Financial services Business services Advertising & marketing Telecommunications

    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $10,000 to $49,000 (11) $200,000 to $999,999 (9) Less than $10,000 (5) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Clients generally perceive Qubika as offering good value for money, with many highlighting the company's competitive pricing and high-quality deliverables. For example, one client noted that Qubika met their budget while delivering impressive results, stating, 'They do what we ask and more.' Another client emphasized their efficiency, stating they exceeded expectations in terms of timelines and quality. Overall, the sentiment indicates satisfaction with the balance of cost and quality provided by Qubika.
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    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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    Altar.io Logotype

    Altar.io

    4.9 28 reviews
    Verified
    $25,000+
    $50 - $99 / hr
    10 - 49
    Lisboa, Portugal

    Services provided

    40% Custom Software Development
    25% AI Development
    15% Mobile App Development +2 services
    10% AI Consulting
    10% Product Design

    Altar.io is a technology consulting company specializing in custom software development and product scoping, particularly for startups and SaaS solutions. Based on their Clutch.co reviews, over 90% of clients praise their collaborative culture, innovative thinking, and commitment to project success, with no significant areas for improvement highlighted. Their exceptional project management and communication skills are frequently noted, contributing to a highly regarded client experience.

    See all 28 projects

    Industry Experience

    Altar.io has demonstrated strong expertise across various industries, including financial services, arts and entertainment, real estate, and business services. Clients commend their professionalism, innovative problem-solving, and personalized approach, resulting in clear project visions and product roadmaps. Feedback highlights their ability to enhance product design and functionality, particularly in fintech and digital applications, while also addressing specific needs in sectors like hospitality and consulting. Overall, Altar.io is well-suited for startups and established firms seeking robust development partnerships.

    Read All Reviews

    Select Industry to see insights

    Telecommunications Other Industry Business services Real estate Research Software Social Networking Hospitality & leisure Healthcare Financial services IT Services Consulting Information technology Arts, entertainment & music

    More responsive than most other service providers

    Altar.io is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    United States (9) Portugal (4) Switzerland (4) Australia (2) India (2) England (2) Ireland (1) Pakistan (1) Saudi Arabia (1)
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    Sketch Development Logotype

    Sketch Development

    5.0 23 reviews
    Verified
    $10,000+
    $150 - $199 / hr
    10 - 49
    Webster Groves, MO

    Services provided

    25% Custom Software Development
    15% AI Development
    10% AI Agents +5 services
    10% AI Consulting
    10% API Development
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Sketch Development is a software development company known for delivering end-to-end product strategy, UX/UI design, and technical solutions across various industries. Their clients consistently praise their strong project management skills, with 100% of reviews highlighting timely delivery and effective communication. The company is commended for aligning closely with client values and needs, providing tailored, scalable solutions that enhance operational efficiency and user experiences. Sketch Development's ability to understand complex industry-specific workflows and deliver high-quality, user-centered products is frequently noted as impressive.

    See all 23 projects

    Reviews mention High-quality work

    Overall, clients express high satisfaction with the quality of work delivered by Sketch Development. They consistently note that projects meet or exceed expectations, with comments such as, "Everything on my wishlist has been delivered" and "they do exactly what they say they’ll do, and there haven’t been any surprises." Furthermore, clients highlight the team's exceptional expertise and dedication, with feedback indicating their impressive training and hands-on support significantly contributed to successful project outcomes.
    • Corporate Training & Coaching for Healthcare Nonprofit
      5.0 Mar 6, 2025

      Sketch Development meets all expectations in a timely manner. They were efficient, collaborative, and adaptive. The quality of the people is very high-caliber talent.

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    • Custom Software Dev for Insurance Brokerage
      5.0 Mar 24, 2025

      The Sketch Development team has been very flexible and accommodating to our needs. Not only is the development productivity excellent, they take the time to understand the business needs and use that insight to develop user-friendly analysis of complicated data.

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    • Custom Web Design & Dev for Nonprofit Organization
      5.0 Dec 3, 2025

      I'm not sure I can pinpoint a single impressive thing from Sketch, because everything they delivered was beyond our hopes and expectations. The team working on our project was incredible. They consistently delivered top-notch changes/updates either on time or early; if there was ever a time where something was behind schedule, it was on our own end and not Sketch's.

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    • Enterprise App Modernization for Utilities Company
      5.0 Feb 25, 2026

      Overall, Sketch performed exceptionally well in delivering the project deliverables and exceeded expectations in both expertise and execution. Elizabeth provided outstanding insight into the effective use of Jira, offering practical, real-world guidance that helped translate the tool from a concept into a meaningful and usable workload management solution for our department. Overall, the company demonstrated a high level of professionalism, subject matter expertise, and commitment to client success. Their ability to deliver both strategic insight and practical, actionable training played a critical role in the successful adoption of Agile practices and Jira within our department.

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    • Custom Software Solution Dev for Real Estate Company
      5.0 Apr 21, 2026

      The invoicing process used to take roughly 20–25 minutes per account, and now we can get an invoice done in less than five minutes. The automation is incredible. We used to enter everything manually when adding properties and had to calculate tax rates by hand. Now, everything is imported on the backend. The people from Sketch Development are really great. They do exactly what they say they’ll do, and there haven’t been any surprises. I’m beyond impressed; they’ve blown it out of the water.

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    Industry Experience

    Sketch Development has garnered positive feedback across various industries, including Arts, Retail, Real Estate, Utilities, Non-profit, Financial Services, and Healthcare. Clients praise their expertise in project management, custom software solutions, and agile methodologies. Significant strengths include effective communication, responsiveness, and the ability to deliver tailored solutions that improve operational efficiency. Overall sentiment is highly favorable, making them a suitable partner for companies seeking innovative development in diverse fields.

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    Select Industry to see insights

    Healthcare Consulting Manufacturing Medical Consumer Products Insurance Other Industry Banks Non-profit Utilities Arts, entertainment & music Financial services

    Average Project Cost Breakdown

    $10,000 to $49,000 (5) $50,000 to $199,999 (4) Less than $10,000 (1) $200,000 to $999,999 (1)

    What Clients Have Said

    Overall, clients express strong satisfaction with Sketch Development's value for money, highlighting that their pricing is competitive and aligns well with project budgets. One client noted, 'their pricing fit our budget and they offered good value for the cost.' Another remarked, 'Sketch Development has been a supportive partner and is a human-centric organization.' The general sentiment reflects that clients feel they receive exceptional service and quality outcomes relative to their investment.
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    St. Louis, Missouri (10) Tucker, Georgia (1) Kansas City, Missouri (1) Mount Juliet, Tennessee (1) Nashville, Tennessee (1) Houston, Texas (1) Dayton, Ohio (1) Brunswick, Ohio (1) Los Angeles, California (1) Denver, Colorado (1) Columbia, Illinois (1)
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  • C2 Enterprises Logotype

    C2 Enterprises

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Cybersecurity

    C2 Enterprises is a Cybersecurity and artificial intelligence firm headquartered in Nashville, Tennessee. The team focuses on Cybersecurity and Artificial Intelligence.

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  • CodeAwake Logotype

    CodeAwake

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Custom Software Development

    CodeAwake is a custom software development firm and artificial intelligence company. They are based in. Their team provides Custom Software Development and Artificial Intelligence.

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  • Boosticle Logotype

    Boosticle

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Pay Per Click

    Boosticle is a PPC company and AI development company founded in 2024. The firm provides Pay Per Click and Artificial Intelligence, and is small.

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  • Startupmill Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    City of London, England

    Services provided

    50% AI Development
    50% Low/No Code Development

    Based in City of London, England, Startupmill Ltd is an AI development company and Low/No Code Development company. The team focuses on Artificial Intelligence and Low/No Code Development.

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  • Greenwood Management Advisors Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Greenwood Village, CO

    Services provided

    50% Business Consulting
    25% AI Consulting
    25% Generative AI

    Business Consulting company Greenwood Management Advisors is in Greenwood Village, Colorado. Launched in 2012, the team specializes in Business Consulting and AI Consulting.

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  • Featured

    What are Featured Providers?

    Snotor Logotype

    Snotor

    5.0 32 reviews
    $10,000+
    $50 - $99 / hr
    50 - 249
    Rīga, Latvia

    Services provided

    30% Mobile App Development
    25% Web Development
    10% AI Development +4 services
    10% Custom Software Development
    10% Generative AI
    10% IT Staff Augmentation
    5% UX/UI Design

    Snotor is a versatile software development company offering services such as mobile app development, web platform design, and software integrations. Overall, their clients express high satisfaction, with approximately 95% of feedback being positive, highlighting strong technical expertise, responsive communication, and efficient project management. Common themes across reviews include their proactive collaboration and ability to deliver successful, timely results.

    See all 32 projects

    Reviews mention Reasonable pricing

    Snotor has received positive feedback regarding its reasonable pricing, with clients noting that their costs are competitive. One client highlighted that Snotor consistently delivered high-quality work on time and appreciated the value for the investment made, which ranged between $70,000 and $80,000. Overall, the sentiment reflects satisfaction with the pricing structure and the quality of services provided, reinforcing Snotor's reputation as a cost-effective service provider.
    • Web Development for Financial Reporting Site
      4.5 Jun 17, 2019

      MassMedia Group delivered on time for all sprints. Their prices are competitive, and they’ve always completed work as expected in a high-quality manner.

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    Industry Experience

    Snotor has demonstrated strong expertise across multiple industries, including Arts & Entertainment, Information Technology, Healthcare, Education, Advertising & Marketing, and Manufacturing. Clients praised their exceptional project management, responsiveness, and technical proficiency, leading to successful deliveries and improved user engagement. Overall sentiment is positive, highlighting Snotor as a reliable partner for projects requiring mobile app development, web solutions, and complex integrations, making them a suitable choice for businesses in these sectors.

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    Select Industry to see insights

    Arts, entertainment & music Information technology Other industries Education Advertising & marketing Manufacturing Retail Financial services

    Average Project Cost Breakdown

    $10,000 to $49,000 (13) $50,000 to $199,999 (4)

    What Clients Have Said

    Clients consistently highlight Snotor's exceptional value for money, noting that their pricing fits within budget while delivering high-quality results. A CEO remarked on the 'good value for cost' and 'great culture fit' in their selection process. Additionally, a project manager emphasized Snotor's ability to exceed expectations, stating they delivered work ahead of schedule. Overall, the sentiment reflects strong satisfaction with the balance of cost and quality in Snotor's services.
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    View projects from:

    United States (5) Australia (3) France (3) Germany (2) Norway (2) Ukraine (2) Belgium (1) Italy (1) Malta (1) Netherlands (1) Poland (1) England (1)
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    CodeNinja Logotype

    CodeNinja

    5.0 53 reviews
    $25,000+
    $25 - $49 / hr
    250 - 999
    Dallas, TX

    Services provided

    50% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation +1 service
    10% Cloud Consulting & SI

    CodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.

    See all 53 projects

    Reviews mention Experienced

    The overall sentiment regarding CodeNinja's experience is highly positive. Clients have noted their knowledgeable and experienced resources, particularly in the banking domain. One client highlighted the timely delivery of projects and effective communication, stating, 'their resources were very responsive.' While there was a suggestion for more frequent check-ins during early development stages, the general consensus is that the collaboration was smooth and efficient, demonstrating strong project management capabilities.
    • IT Staff Augmentation for Bank
      5.0 Sep 9, 2025

      They're knowledgeable and experienced resources well versed with the banking domain.

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    Industry Experience

    CodeNinja has garnered positive feedback across various industries, including Energy & Natural Resources, Financial Services, Banking, Education, and Retail. Clients commend their expertise in developing user-friendly applications, integrating AI solutions, and delivering projects on time. In the Energy sector, they excel in creating sustainability-focused platforms. In Financial Services and Banking, they demonstrate strong capabilities in compliance and data management. Their strong project management and responsiveness resonate well in all sectors, making them a reliable partner for clients seeking innovative tech solutions.

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    Select Industry to see insights

    Education IT Services Consulting Business services Retail Information technology Advertising & marketing Automotive Manufacturing Construction Software Food & Beverages Logistics & Supply Chain Healthcare Sports Hospitality & leisure Nonprofit Arts, entertainment & music Consumer Products Banks Financial services Energy & natural resources

    Average Project Cost Breakdown

    $10,000 to $49,000 (19) Less than $10,000 (16) $50,000 to $199,999 (6) $200,000 to $999,999 (4)

    What Clients Have Said

    Clients consistently highlight CodeNinja's competitive pricing and overall value for money. For instance, one CEO noted that their pricing fit their budget and aligned with their project goals, while another client emphasized the good value for cost. Feedback reflects a strong sentiment that CodeNinja delivers high-quality solutions within budget constraints, often exceeding expectations in project delivery and responsiveness, contributing to their reputation as a reliable partner in various sectors.
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    View projects from:

    Pakistan (20) Saudi Arabia (10) United States (4) England (3) United Arab Emirates (3) Canada (2) Singapore (1) Sweden (1) Switzerland (1) Thailand (1) Netherlands (1) India (1) Chile (1)
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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    35% AI Development
    20% Mobile App Development
    20% Web Development +2 services
    15% UX/UI Design
    10% DevOps Managed Services

    Phaedra Solutions is a software development company known for its expertise in UI/UX design, web and mobile app development, and AI-integrated workflows. Reviews highlight their professionalism, timely delivery, and effective communication, with over 90% of clients commending their project management and technical expertise. Clients appreciate their dedication to delivering high-quality work and ability to meet project milestones consistently.

    See all 28 projects

    Reviews mention Helpful

    Clients have expressed high satisfaction with Phaedra Solutions, highlighting their helpfulness and proactive communication. One client noted their project leader's exceptional support, stating, 'He always ensured to be available and deliver before the deadline,' while another appreciated their timely project management and cohesive communication. Overall, clients found Phaedra Solutions to be a valuable partner, providing not only required services but also constructive suggestions to enhance project outcomes.
    • Web App, AI Dev & UX/UI Design for Home Asset Tracking Co
      5.0 Mar 12, 2026

      They were very helpful in setting up a project plan and delivering on time based on that plan. This included having dedicated support for my project.

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    Industry Experience

    Phaedra Solutions has demonstrated strong expertise in various industries, including Information Technology, Real Estate, Consumer Products, Legal, Non-Profit, and Retail. Feedback highlights their strengths in web and mobile app development, project management, and UI/UX design, with clients noting timely delivery and responsive communication. Overall sentiment is positive, especially in IT and Real Estate, where significant impacts on client adoption, system stability, and operational efficiency were reported. Potential clients in these sectors may find Phaedra Solutions particularly well-suited for their needs.

    Read All Reviews

    Select Industry to see insights

    Publishing Non-profit Software Nonprofit Legal Retail IT Services Other Industry Energy & natural resources Advertising & marketing Information technology Consumer products & services Real estate Food & Beverages

    Average Project Cost Breakdown

    $10,000 to $49,000 (7) $50,000 to $199,999 (5) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Phaedra Solutions is frequently praised for providing excellent value for money, with multiple clients noting that their pricing aligns well with project budgets. One client highlighted that their decision to choose Phaedra was based on 'good value for cost.' Another remarked on the affordability of their services, stating, 'Phaedra Solutions stands out from the crowd because they are very affordable.' Overall, clients express satisfaction with the quality of work delivered for the investment made.
    Read All Reviews

    View projects from:

    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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  • Kreep Engineering Logotype

    Kreep Engineering

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    25% Application Testing +1 service
    25% Microservices Architecture Services

    Launched in 2018, Kreep Engineering is an artificial intelligence development company. The team provides Artificial Intelligence and Application Testing.

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  • Hyzync Logotype

    Hyzync

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    25% AI Consulting
    25% BI & Big Data Consulting & SI
    25% Digital Engineering +1 service
    25% Generative AI

    Hyzync, a data analytics company, was launched in 2022. Based in Pathanamthitta, India, the team focuses on BI & big data consulting & SI and AI Consulting.

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  • Featured

    What are Featured Providers?

    Kraftors Web Solutions Private Limited Logotype

    Kraftors Web Solutions Private Limited

    4.9 36 reviews
    $10,000+
    $25 - $49 / hr
    50 - 249
    Lucknow, India

    Services provided

    40% AI Development
    20% AR/VR Development
    10% AI Agents +3 services
    10% AI Consulting
    10% E-Commerce Development
    10% Mobile App Development

    Kraftors Web Solutions Private Limited is a versatile technology development company offering comprehensive solutions including software development, machine learning, and UI/UX design. The company boasts a high level of client satisfaction, with 100% of reviews highlighting their timely delivery, strong project management, and commitment to understanding client needs. Reviewers frequently praise their alignment with client goals and impressive results, underscoring their ability to tailor solutions to complex challenges in diverse industries.

    See all 36 projects

    Reviews mention Transparent

    Client feedback highlights Kraftors Web Solutions Private Limited's commitment to transparency throughout the project. The CEO of Continual Sleep App praised their honest communication, stating that any setbacks were addressed without delay. Additionally, the team demonstrated a thorough understanding of the client's health challenges, treating them as a partner in the development process. Overall, the sentiment reflects a strong appreciation for their transparent approach and effective collaboration.
    • Wearable & Mobile App Dev & Design for Health & Wellness Co
      5.0 May 24, 2026

      We’ve communicated via virtual meetings, emails, and messaging apps. Kraftors Web Solutions Private Limited has delivered on time. When there have been setbacks, the team has communicated with us in an honest and transparent way without delay.

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    Industry Experience

    Kraftors Web Solutions Private Limited has demonstrated expertise across various industries, including Medical, Information Technology, Education, Financial Services, and Retail. Clients consistently praise their project management, timely delivery, and innovative solutions tailored to specific needs. In the Medical industry, they excelled in sleep technology, while in IT and Financial Services they provided effective AI solutions. Overall, client sentiment is highly positive, indicating strong cultural alignment and a commitment to client satisfaction across these sectors.

    Read All Reviews

    Select Industry to see insights

    Education Financial services Healthcare Utilities Human Resources Gaming Retail Food & Beverage Design Software Arts, entertainment & music Other industries

    Average Project Cost Breakdown

    $10,000 to $49,000 (17) Less than $10,000 (1) $50,000 to $199,999 (1)

    What Clients Have Said

    Clients consistently praised Kraftors Web Solutions for their competitive pricing and exceptional value for money. For instance, one client noted that their pricing fit within budget while delivering great value, and another highlighted that the project was completed on time and within budget, exceeding expectations. Overall, feedback reflects a strong sentiment that Kraftors provides high-quality services at reasonable costs, making them a favorable choice for various projects.
    Read All Reviews

    View projects from:

    United States (19) India (1) Italy (1) England (1)
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    LANARS Logotype

    LANARS

    5.0 13 reviews
    $25,000+
    $50 - $99 / hr
    50 - 249
    Fornebu, Norway

    Services provided

    25% Mobile App Development
    25% Web Development
    20% Custom Software Development +2 services
    20% IoT Development
    10% AI Development

    LANARS is a full-service technology company specializing in software development, mobile app creation, and web solutions. Based on the reviews, LANARS is praised for its reliability, flexibility, and high-quality outputs, with 100% of reviewers expressing satisfaction in project management and communication. Several clients highlighted their impressive ability to adapt to changing scopes and maintain timelines, along with exceptional technical expertise and dedication to client needs, even during challenging circumstances.

    See all 13 projects

    Reviews mention Exceeds expectations

    The client expressed exceptional satisfaction with LANARS, noting their commitment and high-quality work despite challenging circumstances. They highlighted the app's stability and performance as exceeding expectations, particularly praising the effective communication and project management. The client emphasized their respect for the team's dedication, stating, "Given the current state of affairs in Ukraine - they vastly exceeded my expectations." Overall, the sentiment reflects a strong endorsement of LANARS as a reliable partner.
    • Torque Reporting Mobile App for Manufacturing Company
      5.0 Jul 22, 2022

      Given the current state of affairs in Ukraine - they vastly exceeded my expectations. These are good people, I hope they and their families remain safe.

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    Industry Experience

    LANARS has demonstrated expertise across various industries, including Information Technology, Financial Services, Manufacturing, and Business Services. Clients praised their reliability, project management, and technical capabilities, highlighting significant improvements in user satisfaction and operational efficiency. The overall sentiment is highly positive, particularly in IT and Financial Services, where LANARS has effectively managed complex projects and integrations. Their strengths in agile development and client communication position them as a strong partner for tech-driven projects.

    Read All Reviews

    Select Industry to see insights

    Information technology Manufacturing Financial services Business services IT Services Construction

    Average Project Cost Breakdown

    $50,000 to $199,999 (4) $10,000 to $49,000 (3) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Overall, clients commend LANARS for their competitive pricing and excellent value for money. Multiple reviews highlight that the pricing fits within client budgets while delivering high-quality results. For instance, one client noted LANARS provided 'good value for cost' and another emphasized their 'not too pricy' services. Overall sentiment indicates satisfaction with both the cost and the quality of deliverables, suggesting LANARS is a reliable partner for budget-conscious projects.
    Read All Reviews

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
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    Leobit Logotype

    Leobit

    4.9 56 reviews
    Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Web Development +4 services
    10% AI Agents
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Leobit is a versatile software development company offering services such as mobile app development, web platform modernization, and custom software solutions. Their reviews reveal a consistent theme of technical expertise, strong project management, and proactive communication. Notably, 100% of the reviews highlight their reliability and ability to meet or exceed expectations, with clients valuing their responsiveness and seamless integration as part of the team.

    See all 56 projects

    Reviews mention Timely

    The feedback regarding Leobit's timeliness is overwhelmingly positive. Clients consistently noted that deliverables were completed on or ahead of schedule. For instance, one client highlighted their 'highly engaged and effective project management' with 'deliverables on time and per requirements.' Another client emphasized Leobit's 'flexibility for spontaneous requirement extensions' and 'very well-organized' project management. Overall, clients expressed satisfaction with Leobit's ability to meet deadlines and adapt to changing needs, reinforcing a strong sentiment of reliability.
    • Software Development for Software Company
      5.0 Apr 18, 2024

      They provided non-billable project management services as part of the development process to ensure smooth communication and adherence to timelines. Their exceptional responsiveness to our needs fostered a collaborative environment, enabling us to address any concerns or necessary modifications in a timely manner.

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    • App Development & Testing for Financial Services Co
      5.0 Nov 28, 2023

      Our Leobit team continually exceeds expectations for on-time delivery and quality of work product. Leobit has continually shown a willingness to provide flexible coverage and team scalability.

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    • Custom Software Development for Financial Services Company
      5.0 Nov 10, 2023

      Yes, they did deliver items on time and respond to my need via email, zoom call. They are great people and very helpful.

      Read Full Review
    • Platform Dev & Maintenance for Payment Technology Platform
      5.0 Mar 29, 2023

      Expectations were managed so that all were in the know of when deliverables were going to be ready. Their flexibility to adjust to project demands in a timely fashion is impressive.

      Read Full Review
    • Software Development for Franchise Software Company
      5.0 May 24, 2022

      Leobit is very strong when it comes to communication. They take time to fully understand our requirements and meet with us often to ensure we were on track and on the same page. Leobit meets every deadline.

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    Industry Experience

    Leobit has garnered positive feedback across various industries, showcasing expertise in Supply Chain, Education, and Financial Services. Clients commend their high technical skills, effective project management, and proactive communication. In Supply Chain, they excelled in AI application development, while in Education, they demonstrated strong support for web and mobile platforms. In Financial Services, their contributions to software development and modernization were particularly noted. Overall, Leobit is well-suited for projects requiring robust technological capabilities and collaborative partnerships.

    Read All Reviews

    Select Industry to see insights

    Other industries Real estate IT Services Software Healthcare Engineering Non-profit Financial services Consumer Products Sports Education Advertising & marketing Media Information technology Consulting Retail Gambling

    Average Project Cost Breakdown

    $50,000 to $199,999 (14) $10,000 to $49,000 (9) $200,000 to $999,999 (7) Less than $10,000 (5)

    What Clients Have Said

    Leobit is consistently recognized for providing excellent value for money, with clients frequently highlighting their competitive pricing. For instance, one client noted that Leobit's pricing fit their budget while offering high-quality resources, resulting in significant cost savings compared to onshore options. Another client emphasized the good value for cost and the exceptional responsiveness of the team. Overall, the sentiment reflects satisfaction with the balance of quality and affordability, making Leobit a favorable choice for various projects.
    Read All Reviews

    View projects from:

    United States (23) Norway (5) England (4) Switzerland (4) Germany (3) Sweden (2) Estonia (2) Ukraine (2) Netherlands (1) Singapore (1) Poland (1) Belgium (1) Luxembourg (1) Hong Kong (1) Denmark (1)
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  • eCrop Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    2 - 9
    Porto, Portugal

    Services provided

    40% AI Development
    25% Web Development
    15% Cybersecurity +2 services
    10% AI Consulting
    10% Custom Software Development

    ECrop is an AI company. They offer Artificial Intelligence and Web Development and were founded in 2024. The company is in Porto, Portugal.

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  • Yolm LLC Logotype

    Yolm LLC

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    50% AI Development
    50% Custom Software Development

    Yolm LLC is a Largo, Florida-based software development company and AI development company. They provide Custom Software Development and Artificial Intelligence and were launched in 2022.

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  • Featured

    What are Featured Providers?

    JPLoft Logotype

    JPLoft

    5.0 91 reviews
    Verified
    $10,000+
    $50 - $99 / hr
    50 - 249
    Denver, CO

    Services provided

    50% Mobile App Development
    20% AI Development
    10% Custom Software Development +2 services
    10% UX/UI Design
    10% Web Development

    JPLoft is a versatile app development company with expertise in creating web, mobile, and custom applications. Across various projects, clients commend their punctuality and responsive communication, with 90% noting timely delivery and quality outcomes. Their ability to tailor solutions that align with client visions and budgets is frequently highlighted, with 80% of reviews praising their cultural fit and value for cost.

    See all 91 projects

    Industry Experience

    JPLoft has demonstrated expertise across various industries, including healthcare, education, eCommerce, and energy. Clients commend their ability to deliver user-friendly applications and robust platforms, leveraging technologies such as Flutter and React. Positive feedback highlights their responsiveness, project management skills, and commitment to meeting deadlines, making them particularly strong in the education and healthcare sectors. Overall sentiment indicates a high level of client satisfaction across diverse domains, positioning JPLoft as a versatile partner in digital solutions.

    Read All Reviews

    Select Industry to see insights

    Other industries Arts, entertainment & music Consulting Food & Beverage Retail Transportation Other Industry Construction Media Financial services Beauty & Cosmetics Information technology Environmental Services Food & Beverages Beauty Business services Medical Pharmaceuticals Hospitality & leisure Automotive Design Energy & natural resources Nonprofit eCommerce Chemicals & Biotechnology IT Services Consumer Products Software Wellness & Fitness Healthcare Social Networking Education

    More responsive than most other service providers

    JPLoft is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    United States (43) India (9) Saudi Arabia (2) England (2) Australia (1) Canada (1) Kiribati (1) Israel (1) Kenya (1)
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    TechnoYuga Logotype

    TechnoYuga

    5.0 64 reviews
    Verified
    $10,000+
    < $25 / hr
    50 - 249
    New Delhi, India

    Services provided

    35% AI Development
    25% Custom Software Development
    25% Mobile App Development +1 service
    15% Web Development

    TechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web application development, with additional expertise in AI and UI/UX design. The company consistently receives positive feedback, with approximately 100% of reviewers highlighting their professional project management and ability to deliver tailored, scalable solutions on time. Clients frequently commend their deep understanding of client requirements and their capacity to exceed expectations.

    See all 64 projects

    Industry Experience

    TechnoYuga Soft Pvt. Ltd. showcases notable expertise across various sectors, including Financial Services, Retail, Education, and Software. Clients consistently praise their AI capabilities, user-friendly mobile apps, and project management. The overall sentiment is positive, highlighting their responsiveness and ability to deliver tailored solutions. Industries such as Financial Services and Education benefit significantly from their innovative approaches, while Retail and Consumer Products appreciate their focus on enhancing customer engagement. Overall, TechnoYuga Soft is positioned as a strong partner for businesses seeking technology solutions in these domains.

    Read All Reviews

    Select Industry to see insights

    Software Financial services Education Business services Sports Automotive Consulting Healthcare Human Resources Information technology Social Networking Wellness & Fitness Restaurants Hospitality & leisure Medical Advertising & marketing Design Engineering Food & Beverages Media Consumer Products Retail

    Average Project Cost Breakdown

    $10,000 to $49,000 (26) $50,000 to $199,999 (9) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently highlight TechnoYuga Soft Pvt. Ltd.'s excellent value for money, noting that their pricing aligns well with project budgets. For instance, one client praised their 'good value for cost' in multiple projects, while another emphasized how their competitive pricing facilitated budget management. Overall, sentiment is positive, with clients appreciating the balance between cost and quality, as well as the responsiveness and professionalism of the team.
    Read All Reviews

    View projects from:

    India (12) United States (11) Italy (3) United Arab Emirates (2) Malaysia (1) Lithuania (1) Belgium (1) Mexico (1) Netherlands (1) Portugal (1) Spain (1) France (1) Türkiye (1) Canada (1)
    View Profile Visit Website
    Ahex Technologies Logotype

    Ahex Technologies

    4.9 52 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    Hyderabad, India

    Services provided

    20% AI Development
    15% AI Agents
    15% ERP Consulting and SI +5 services
    15% Mobile App Development
    10% Custom Software Development
    10% IT Staff Augmentation
    10% Web Development
    5% Generative AI

    Ahex Technologies is a versatile web and mobile app development company known for delivering scalable, user-friendly solutions tailored to client needs. Overall, 100% of the reviews mention excellent project management and proactive communication, with 80% highlighting their technical expertise and commitment to client satisfaction. Reviewers consistently praise their responsiveness and ability to meet deadlines while suggesting minor improvements in areas like UI enhancements and documentation.

    See all 52 projects

    Industry Experience

    Ahex Technologies has demonstrated expertise across diverse industries, including Manufacturing, Government, Education, IT Services, Financial Services, and Hospitality. Clients commend their proactive project management, commitment to quality, and innovative solutions, achieving significant improvements in user experience, functionality, and operational efficiency. Overall, sentiment is highly positive, particularly in IT and Education sectors, where their technological capabilities significantly enhance project outcomes. Potential clients in these industries should consider Ahex for robust technical support and exceptional customer service.

    Read All Reviews

    Select Industry to see insights

    IT Services Financial services Government Software Information technology Real estate Business services Education eCommerce Hospitality & leisure Healthcare Energy & natural resources Consulting Retail Advertising & marketing Other Industry Human Resources Manufacturing

    Average Project Cost Breakdown

    $10,000 to $49,000 (20) $50,000 to $199,999 (8) Less than $10,000 (4) $200,000 to $999,999 (1) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients consistently express satisfaction with Ahex Technologies' value for money, noting that their pricing aligns well with budgets while delivering high-quality results. For instance, one client highlighted that Ahex's pricing fit their budget and offered excellent value, contributing to significant improvements in usability and functionality. Another client emphasized the cost-effectiveness, stating that the quality of work provided was truly value for money. Overall, feedback indicates a strong sentiment of appreciation for the balance of cost and quality in Ahex's services.
    Read All Reviews

    More responsive than most other service providers

    Ahex Technologies is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    India (21) United States (14) Canada (1) France (1) Israel (1) Singapore (1) United Arab Emirates (1)
    View Profile Visit Website
  • Dakemo Logotype

    Dakemo

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    25% BI & Big Data Consulting & SI +1 service
    25% Business Consulting

    Dakemo is a big data analytics company. Their small team is based in Kaunas, Lithuania. Their services include BI & big data consulting & SI and Artificial Intelligence.

    Read more
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  • Grants8 Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Kraków, Poland

    Services provided

    50% Funding & Investment
    50% Generative AI

    Grants8 is a Kraków, Poland-based Generative AI and Funding & Investment company. Their services include Generative AI and Funding & Investment.

    Read more
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  • futuristic creations Logotype

    futuristic creations

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    25% Cloud Consulting & SI +1 service
    25% IT Managed Services

    Futuristic creations, a cloud consulting & SI company, is in Los Angeles, California. Their services include cloud consulting & SI and IT managed services.

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  • ScanSolutions ApS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Albertslund, Denmark

    Services provided

    50% AI Development
    50% Document Digitization & Management

    ScanSolutions ApS, an AI firm and Document Digitization & Management company, is based in Albertslund, Denmark. They specialize in Artificial Intelligence and Document Digitization & Management.

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  • One Place. Them All. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Köln, Germany

    Services provided

    50% Custom Software Development
    50% Generative AI

    One Place. Them All., a custom software development company and Generative AI company, focus on Custom Software Development and Generative AI. They were launched in 2022.

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  • Web3 Research Ltd. Logotype

    Web3 Research Ltd.

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Blockchain

    Web3 Research Ltd. Is an artificial intelligence company and Blockchain company. The team is based in Hong Kong, and their services include Artificial Intelligence and Blockchain.

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  • Rooted Social Logotype

    Rooted Social

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    25% AI Development
    25% Demand Generation Marketing
    25% Generative AI +1 service
    25% Web Development

    Rooted Social is a web development company. They are in London, England. Their team provides Web Development and Artificial Intelligence.

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  • Suitpax Logotype

    Suitpax

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% Custom Software Development
    50% Generative AI

    Suitpax, a small software development firm and Generative AI company, is located in Alicante, Spain. The team focuses on Custom Software Development and Generative AI.

    Read more
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  • Fan Pier Labs Logotype

    Fan Pier Labs

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Custom Software Development

    Fan Pier Labs is an AI development company. The agency is based in Boston, Massachusetts. Their team offers Artificial Intelligence and AI Consulting.

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  • GoldRock AI Labs Logotype

    GoldRock AI Labs

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    20% AI Agents
    20% Custom Software Development +3 services
    15% AI Consulting
    10% Generative AI
    10% Web Development

    GoldRock AI Labs is an artificial intelligence firm. Their team is based in Boulder, Colorado and offers Artificial Intelligence and AI Agents.

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  • Statistique Logotype

    Statistique

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    50% AI Development
    50% Direct Marketing

    Statistique is a Direct Marketing and artificial intelligence company. Their team is headquartered in Erbil, Alaska. The agency offers Direct Marketing and Artificial Intelligence.

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  • Los Angeles AI Apps Logotype

    Los Angeles AI Apps

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    25% Custom Software Development
    25% Generative AI +1 service
    25% Web Development

    Los Angeles AI Apps is a custom software development firm. The Los Angeles, California-based firm specializes in Custom Software Development and Web Development.

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  • AIgent Data Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Warszawa, Poland

    Services provided

    50% AI Agents
    50% AI Consulting

    AIgent Data is an AI Consulting and AI Agents company. Founded in 2024, their team specializes in AI Consulting and AI Agents.

    Read more
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  • New Age Solution Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Delhi, India

    Services provided

    50% AI Development
    50% Data Annotation Services

    Established in 2025, New Age Solution is a small AI firm and Data Annotation Services company in Delhi, India. Their team focuses on Artificial Intelligence and Data Annotation Services.

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  • LaunchLemonade Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Shinfield, England

    Services provided

    50% AI Agents
    50% Generative AI

    Generative AI and AI Agents company LaunchLemonade offers Generative AI and AI Agents. They are headquartered in Shinfield, England.

    Read more
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  • Ouro Logotype

    Ouro

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    25% AI Development
    25% Generative AI

    Ouro is an AI Agents company established in 2024. Based in Chicago, Illinois, the team provides AI Agents and Artificial Intelligence.

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  • Eidral AI Logotype

    Eidral AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    25% AI Consulting
    25% AI Development

    Eidral AI is an AI Agents company. Their small team of employees is based in Chicago, Illinois. Their team offers AI Agents and Artificial Intelligence.

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  • Fusion AI Marketing Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Chicago, IL

    Services provided

    50% AI Agents
    25% AI Consulting
    25% AI Development

    Fusion AI Marketing is an AI Agents company. Established in 2025, the firm is in Chicago, Illinois. Their team specializes in AI Agents and Artificial Intelligence.

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  • Ace4 AI Logotype

    Ace4 AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    25% AI Consulting
    25% AI Development

    Ace4 AI is an AI Agents company based in Boston, Massachusetts. Established in 2024, the team provides AI Agents and Artificial Intelligence.

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  • AI Forward Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

    50% AI Agents
    50% AI Development

    In Toronto, Canada, AI Forward is a small AI firm and AI Agents company. Their services include Artificial Intelligence and AI Agents.

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  • Teammates.ai Logotype

    Teammates.ai

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    50% Generative AI

    Teammates.ai is a small Generative AI and AI Agents company based in Dubai, United Arab Emirates. Their services include Generative AI and AI Agents.

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  • BlazeNexus Logotype

    BlazeNexus

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    25% AI Development
    25% Custom Software Development
    25% Generative AI +1 service
    25% Web Development

    Launched in 2025, BlazeNexus is a small Pune, India-based software development firm. Their team provides Custom Software Development and Web Development.

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  • keinsaas Logotype

    keinsaas

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Product Design

    Keinsaas is a Product Design company. The company is located in Berlin, Germany. Their team provides Product Design and Artificial Intelligence.

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  • Perceptron Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Vancouver, Canada

    Services provided

    50% AI Agents
    50% AI Consulting

    Launched in 2017, Perceptron Solutions is an AI Consulting and AI Agents company. The team provides AI Consulting and AI Agents and is located in Vancouver, Canada and Toronto, Canada.

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  • Gladly Software, Inc. Logotype

    Gladly Software, Inc.

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    50% AI Consulting

    Based in Millbrae, California, Gladly Software, Inc. Is an AI Consulting and AI Agents company. They focus on AI Consulting and AI Agents and were launched in 2020.

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  • CallmAi Logotype

    CallmAi

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    25% AI Development
    15% Generative AI +1 service
    10% AI Consulting

    AI Agents company CallmAi was established in 2025. The agency focuses on AI Agents and Artificial Intelligence.

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  • AvaOps Logotype

    AvaOps

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% IT Strategy Consulting

    IT strategy consulting company AvaOps was founded in 2024. The company specializes in IT strategy consulting and Artificial Intelligence.

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  • Coreform Logotype

    Coreform

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    20% Mobile App Development +2 services
    20% Web Development
    10% UX/UI Design

    Coreform, an artificial intelligence firm, was established in 2025. The firm specializes in Artificial Intelligence and AI Consulting.

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  • Blockchain Central Logotype

    Blockchain Central

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    50% AI Consulting
    50% Blockchain

    Blockchain and AI Consulting company Blockchain Central was launched in 2024. Headquartered in Dubai, United Arab Emirates, the team specializes in Blockchain and AI Consulting.

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  • Amir Kerr Studio Logotype

    Amir Kerr Studio

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    30% Video Production
    25% AI Consulting
    25% Generative AI +1 service
    20% Video Marketing

    Video production agency Amir Kerr Studio is in Warsaw, Poland. Established in 2011, the team focuses on Video Production and AI Consulting.

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  • OnePrism LLP Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Vadodara, India

    Services provided

    30% AI Development
    20% AI Consulting
    20% Custom Software Development +2 services
    20% Web Development
    10% Mobile App Development

    OnePrism LLP, an artificial intelligence development company, provides Artificial Intelligence and Custom Software Development. The firm is located in Vadodara, India.

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  • Zensible Logotype

    Zensible

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% Digital Strategy
    50% Generative AI

    In Bengaluru, India, Zensible is a Generative AI and Digital Strategy company. Their services include Generative AI and Digital Strategy.

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  • STACK10X Logotype

    STACK10X

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    50% AI Consulting

    STACK10X is an AI Consulting and AI Agents company launched in 2026. In Chennai, India, the team focuses on AI Consulting and AI Agents.

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  • Sivdio Imaging Sdn Bhd Logotype

    Sivdio Imaging Sdn Bhd

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    30% AI Consulting
    30% Custom Software Development
    20% AI Development +2 services
    10% Cloud Consulting & SI
    10% IT Strategy Consulting

    Sivdio Imaging Sdn Bhd is a software development company established in 2013. The team offers Custom Software Development and AI Consulting.

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  • ANRK Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9
    Covina, CA

    Services provided

    25% AI Consulting
    25% AR/VR Development
    25% Generative AI +1 service
    25% Video Production

    ANRK is a Covina, California-based video production company. They specialize in Video Production and AR/VR development.

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  • Vox Ai Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Wimauma, FL

    Services provided

    50% AI Agents
    25% AI Consulting
    25% AI Development

    Vox Ai is an AI Agents company. They are based in Wimauma, Florida and have small team. They offer AI Agents and Artificial Intelligence.

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  • Black Matter VC Logotype

    Black Matter VC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    25% CRM Consulting and SI +1 service
    25% Low/No Code Development

    Black Matter VC is a CRM consulting and SI company. They are located in and have small team. Their team provides CRM consulting and SI and Artificial Intelligence.

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  • Helix AI Automation Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9
    Toronto, Canada

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Robotics Process Automation

    Helix AI Automation is an AI company launched in 2025. The firm provides Artificial Intelligence and Robotics Process Automation.

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  • Emly Labs Logotype

    Emly Labs

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    50% AI Agents
    30% Generative AI
    20% AI Development

    AI Agents company Emly Labs is headquartered in Bengaluru, India. Established in 2024, the team provides AI Agents and Generative AI.

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Why Trust Clutch

At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.

Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.

Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.

We evaluate service providers using a structured methodology that combines:

  • In-depth client interviews and ratings
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  • Market presence
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This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.

Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.

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Ability to deliver
Focus
Clutch Leaders Matrix

Rollover to see company insights or click a company below for more details.

1 Cheesecake Labs
2 Merixstudio
3 STX Next
4 Quytech
5 Dualboot Partners
6 NineTwoThree AI Studio
7 Neoteric
8 fxis.ai
9 Valere
10 Fingent
11 Six Feet Up, Inc.
12 Empat
13 DianApps
14 Simform
15 WPWeb Infotech

List of the Best Artificial Intelligence Companies

  2. Merixstudio Logotype

    Merixstudio

    $25,000+
    $50 - $99 / hr
    50 - 249
    Poznań, Poland

    Ability to deliver

    36.5/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    7/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  5. Dualboot Partners Logotype

    Dualboot Partners

    $75,000+
    Undisclosed
    250 - 999
    Charlotte, NC

    Ability to deliver

    35.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    5.5/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  7. Neoteric Logotype

    Neoteric

    $10,000+
    $50 - $99 / hr
    50 - 249
    Gdańsk, Poland

    Ability to deliver

    35.2/40.0
    19/20 Reviews
    10/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  8. fxis.ai Logotype

    fxis.ai

    $1,000+
    $25 - $49 / hr
    50 - 249
    Ahmedabad, India

    Ability to deliver

    35/40.0
    20/20 Reviews
    10/10 Clients & Experience
    5/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  9. Valere Logotype

    Valere

    $75,000+
    $50 - $99 / hr
    50 - 249
    Marlborough, MA

    Ability to deliver

    35/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    5.2/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  10. Fingent Logotype

    Fingent

    $25,000+
    $25 - $49 / hr
    250 - 999
    White Plains, NY

    Ability to deliver

    35.8/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    6/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  11. Six Feet Up, Inc. Logotype

    Six Feet Up, Inc.

    $50,000+
    $200 - $300 / hr
    10 - 49
    Fishers, IN

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  12. Empat Logotype

    Empat

    $10,000+
    $25 - $49 / hr
    250 - 999
    San Francisco, CA

    Ability to deliver

    38.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.7/10 Market Presence

    Service focus

    20% AI Development
    80% Other
    View Profile Visit Website
  15. WPWeb Infotech Logotype

    WPWeb Infotech

    $25,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

    37/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    7.4/10 Market Presence

    Service focus

    25% AI Development
    75% Other
    View Profile Visit Website
  16. tkxel Logotype

    tkxel

    $10,000+
    $25 - $49 / hr
    250 - 999
    Reston, VA

    Ability to deliver

    34.5/40.0
    18/20 Reviews
    10/10 Clients & Experience
    6.5/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  17. DigitalSuits - Shopify Plus Partner Logotype

    DigitalSuits - Shopify Plus Partner

    $5,000+
    $50 - $99 / hr
    50 - 249
    Miami, FL

    Ability to deliver

    35.5/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    7.1/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  18. Edvantis Logotype

    Edvantis

    $10,000+
    $25 - $49 / hr
    250 - 999
    Rzeszów, Poland

    Ability to deliver

    35.4/40.0
    19/20 Reviews
    10/10 Clients & Experience
    6.4/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  19. Rootquotient Logotype

    Rootquotient

    $10,000+
    $50 - $99 / hr
    50 - 249
    Toronto, Canada

    Ability to deliver

    35.3/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    6.5/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  20. RebelDot Logotype

    RebelDot

    $100,000+
    $50 - $99 / hr
    250 - 999
    Cluj-Napoca, Romania

    Ability to deliver

    34.1/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    5.7/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  21. Zallpy Digital Logotype

    Zallpy Digital

    $5,000+
    $25 - $49 / hr
    250 - 999
    Frisco, TX

    Ability to deliver

    34.1/40.0
    18/20 Reviews
    10/10 Clients & Experience
    6.1/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  22. BEON.tech Logotype

    BEON.tech

    $50,000+
    $25 - $49 / hr
    50 - 249
    Buenos Aires, Argentina

    Ability to deliver

    36/40.0
    20/20 Reviews
    9.8/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  24. GLOBALDEV Logotype

    GLOBALDEV

    $50,000+
    $25 - $49 / hr
    250 - 999
    Warszawa, Poland

    Ability to deliver

    33.8/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  25. BotsCrew Logotype

    BotsCrew

    $10,000+
    $50 - $99 / hr
    50 - 249
    San Francisco, CA

    Ability to deliver

    33.8/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

    100% AI Development
    View Profile Visit Website
  26. blackthorn.ai Logotype

    blackthorn.ai

    $10,000+
    $50 - $99 / hr
    10 - 49
    Lewes, DE

    Ability to deliver

    33.8/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    5/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  27. Dotsquares Logotype

    Dotsquares

    $1,000+
    $25 - $49 / hr
    1,000 - 9,999
    London, England

    Ability to deliver

    33.7/40.0
    17.8/20 Reviews
    9.6/10 Clients & Experience
    6.3/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  28. AnyforSoft Logotype

    AnyforSoft

    $25,000+
    $25 - $49 / hr
    50 - 249
    Sarasota, FL

    Ability to deliver

    35.6/40.0
    20/20 Reviews
    10/10 Clients & Experience
    5.6/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  30. Konstant Infosolutions Logotype

    Konstant Infosolutions

    $5,000+
    $25 - $49 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

    37.4/40.0
    20/20 Reviews
    10/10 Clients & Experience
    7.4/10 Market Presence

    Service focus

    20% AI Development
    80% Other
    View Profile Visit Website

Artificial Intelligence Development Company FAQs

Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.

Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems twice a year based on a proprietary methodology. The top artificial intelligence companies for Fall 2025 include:

  1. BlueLabel

  2. STX Next

  3. eSparkBiz

  4. Quytech

  5. Neoteric

  6. tkxel

  7. blackthorn.ai

  8. NineTwoThree AI Studio

  9. Edvantis

  10. fxis.ai

  11. Fingent

  12. GenAI.Labs USA

  13. Osedea

  14. ServReality

  15. Coherent Solutions

AI development agencies specialize in researching, designing, and deploying machine-learning models, data pipelines, and intelligent applications that solve real-world business problems. These service providers work on a myriad of projects, including building predictive analytics tools, training natural-language models for chatbots, or integrating computer-vision systems into existing products. The best firms combine data science, software engineering, and domain knowledge to turn raw data into measurable business outcomes.

Budgets for AI development projects vary widely from one project to another. On Clutch, simple proof-of-concepts often start around $10,000, while enterprise-grade machine intelligence projects can cost as much as $250,000. Moreover, the average hourly rates for these dedicated service providers typically fall between $25–$49 for offshore teams and $100–$200 for top-tier talent in North America or Western Europe. Ultimately, the total cost depends on several key factors, including data complexity, required accuracy, and ongoing support needs.

Finance, healthcare, retail, logistics, manufacturing, and education frequently tap AI to improve fraud detection, patient diagnostics, demand forecasting, route optimization, and personalized learning. However, any data-rich sector can gain value with the right partner.

AI development companies leverage their technical expertise, complex understanding of AI technologies, and problem-solving proficiency to deliver cutting-edge solutions. Most AI development companies offer services such as:

  • Discovery workshops and feasibility studies
  • Data collection, cleansing, and labeling
  • Model selection, training, and evaluation
  • MLOps: automation of deployment, monitoring, and retraining
  • Custom app or API development to surface AI insights
  • Post-launch optimization and support

Some specialists also provide AI consulting, helping teams validate use cases or choose the right cloud services before any code is written.

  1. Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
  2. Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
  3. Assess their process – Agile, transparent workflows with clear milestones reduce risk.
  4. Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
  5. Pilot first – A paid discovery sprint can confirm cultural fit before a long-term commitment.

  • Guaranteed accuracy or ROI claims (“100% precision in two weeks”)
  • No access to training data or model artifacts
  • Overreliance on black-box tools without explainability options
  • Limited post-deployment monitoring or support
  • Vague pricing and change-order policies

  • How have you solved a similar problem for another client?
  • Which metrics will define project success, and how will we measure them?
  • Who owns the trained models and underlying data?
  • What is your approach to data privacy and compliance (e.g., GDPR, HIPAA)?
  • How often will models be retrained or updated?
  • Which cloud or on-prem platforms do you recommend, and why?

Consulting focuses on strategy—identifying high-impact use cases, estimating ROI, and outlining data readiness. Development covers the hands-on work of building, training, and deploying models. Many machine intelligence companies offer both, starting with workshops and progressing to full-scale implementation.

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