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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 23, 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 Reliable

    The sentiment surrounding Simform's reliability is overwhelmingly positive across multiple reviews. Clients consistently highlighted their structured project management and timely delivery of milestones. For instance, one client noted that every milestone was met on time with proactive communication, while another emphasized their seamless integration as an extension of the client's team, demonstrating accountability and professionalism. Overall, clients expressed high satisfaction with Simform's dependable support and commitment to their success.
    • Staff Augmentation for Software Company
      5.0 May 10, 2023

      The deliverables we assign to the team are mostly achieved on time, there may be set backs along the way and we continuously address these as a team. Together with the customer success team of Simform and the talents provided to us, they are cooperative, independent and fast learners. They are very responsive and reliable.

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    • Mobile App Dev for On-Demand Car Washing Service
      5.0 Sep 6, 2019

      Process went very smoothly I was involve and got update on everything getting done. Project manager understood very well my feedback and the entire vision. We finish launched on time without any delays. Beyond their reasonable price structure and technical knowledge, their team is reliable and productive.

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    • Development & QA Support for Lifestyle Membership Platform
      5.0 Apr 3, 2025

      The engagement began with bringing our subscription management platform in-house, and we've since expanded the partnership to other projects due to their broad skill set and consistent reliability. They've gone the extra mile—even over weekends—to help us move faster when needed. Communication and project management have been excellent, with any issues swiftly addressed. Simform’s project management has been excellent. They consistently delivered reasonably on time, maintained clear and proactive communication, and were quick to address any issues that arose.

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    • Mobile & Web App Development for Staffing Platform
      5.0 Aug 5, 2025

      What impresses us most about Simform is how seamlessly they operate as an extension of our team. They held themselves fully accountable for end-to-end service delivery, taking ownership of every aspect, from code development to project management, with professionalism and reliability.

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    • Web & Mobile App Dev for Optometry Clinics Network
      5.0 Dec 8, 2025

      Simform’s project management was structured, reliable, and highly responsive. All deliverables were provided on time, with every milestone met as scheduled. They kept communication clear and proactive so we always knew what was happening and what was coming next. Anytime we needed clarification or had additional questions, the team responded quickly and adjusted to our needs without delaying progress.

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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 Trustworthy

    BlueLabel is consistently viewed as a trustworthy partner by its clients, who highlight the company's commitment to understanding their needs and delivering projects on time. One client emphasized how BlueLabel built trust and alignment swiftly, making them feel like part of the team. Another client noted that despite being a tough company to trust, BlueLabel meshed seamlessly with their organization. Overall, the feedback reflects strong confidence in BlueLabel's capabilities and reliability.
    • Product Design & AI Development for Healthcare Technology Company
      5.0 May 11, 2025

      What stood out most was how quickly they got to know us as a customer. Even though the work was 100% remote, it felt like we were all part of the same team from the very beginning. They built trust and alignment faster than most partners we’ve worked with.

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    • Android App Dev for Health Care Companion Application
      5.0 Jul 1, 2020

      One of their strengths is that they oversee the entire project, which made it hands-off for me. I had confidence in their ability to deliver exactly what was promised. The final product wasn’t only a feature parity but also close to a pixel-perfect rendition of the existing app.

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    • Android App Dev for Health Care Companion Application
      5.0 Jul 1, 2020

      I trusted them from the beginning. They were able to take the guidelines and run with them.

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    • Firebase Web Services for Mobile Game Development Company
      5.0 Mar 23, 2018

      We needed talented people who we could trust with sensitive data and access to our projects. Blue Label Labs has lived up to both of those expectations and earned the recommendation I received.

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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 Understands their clients' needs

    Clients have consistently praised Azumo for their deep understanding of project requirements and goals. One reviewer highlighted that Azumo not only grasped their vision for an Alexa Skill but also made valuable suggestions to enhance it. The ability to transform concepts into reality with minimal guidance further underscores their attentiveness to client needs. Overall, the sentiment reflects strong satisfaction, indicating that Azumo effectively aligns with client expectations and delivers impactful solutions.
    • Alexa Skill Development for Episcopal Seminary
      5.0 Mar 13, 2019

      What’s amazing is that Azumo not only understood what we wanted, but they did it for a small fraction of the cost.

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    Industry Experience

    Azumo has demonstrated expertise across diverse industries, including Medical, Financial Services, Gaming, Education, and Media. Clients have praised their ability to deliver high-quality solutions, effective communication, and responsiveness. In the Medical industry, they excelled in developing software for pediatric therapy, while in Financial Services, they successfully migrated systems to the cloud. Their strength in managing complex projects is notable in Gaming, where they established comprehensive data pipelines. Overall, Azumo is well-suited for clients seeking skilled partners in technology development across these sectors.

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    Select Industry to see insights

    Software Social Networking Financial services Sports Healthcare Education Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry IT Services Media

    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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  • Incorporation.ai Logotype

    Incorporation.ai

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Consulting
    50% Generative AI

    Incorporation.ai is an AI Consulting and Generative AI company. In Toronto, Canada, the agency was founded in 2017. Their team provides AI Consulting and Generative AI.

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  • Grably Logotype

    Grably

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Development
    20% Cloud Consulting & SI

    Grably is an AI development company. Launched in 2024, the team focuses on Artificial Intelligence and cloud consulting & SI.

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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

    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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    More responsive than most other service providers

    Qubika 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 (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

    Reviews mention Team players

    The reviews highlight Altar.io's exemplary teamwork and collaboration, with clients noting their ability to integrate seamlessly as an extension of the client's team. One client emphasized their flexibility and proactive communication, stating, "the team were unbelievably flexible" and managed to operate as one team despite remote work. Another client praised their holistic approach, stating they added significant value beyond development, demonstrating a commitment to the client's success. Overall, sentiment reflects strong appreciation for their team-oriented approach.
    • Product Scoping for Tech Startup
      5.0 Oct 29, 2020

      Altar.io is impressive in that they did not see themselves as a service provider. They actually donned the hat of a co-founder and treated the project in the same manner as us. It was truly admirable to see that they put their own business development efforts secondary to the success of the engagement.

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    • Mobile App Coding & Support for Entertainment Platform
      5.0 Jul 28, 2020

      They’re really involved and feel like an extension of my team. They take a very holistic approach. Connect with them and discuss your projects. They only like to work on projects that they believe in, so see if they’re passionate about what you want to do and establish a connection.

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    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.

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    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

    Average Project Cost Breakdown

    $10,000 to $49,000 (13) Less than $10,000 (5) $50,000 to $199,999 (5)

    What Clients Have Said

    Clients consistently highlight Altar.io’s flexibility in pricing and their commitment to delivering value for money. One client noted the company adjusted the project scope to align with budget constraints, enhancing overall satisfaction. Another emphasized that despite initial estimates being exceeded, the expertise provided justified the costs. Overall, feedback reflects a strong sentiment that Altar.io offers competitive pricing and substantial value, often exceeding client expectations.
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    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 Flexible

    Clients have consistently highlighted Sketch Development's flexibility in their project management approach. One client noted their 'mature and flexible' methodology, which enhanced team performance. Another emphasized their 'very flexible and accommodating' nature, praising the team's ability to adapt to changing business needs and provide user-friendly solutions. Overall, the sentiment regarding flexibility is highly positive, indicating that Sketch Development effectively meets client requirements and adjusts to project dynamics.
    • Corporate Training & Coaching for Reinsurance Co
      5.0 Apr 8, 2025

      Mature and flexible in their approach. They made the team better.

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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. The developers at Sketch take the time to understand what we are trying to accomplish and is reactive to the ever-changing needs of the insurance industry.

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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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  • DataForce Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    San Francisco, CA

    Services provided

    40% AI Development
    40% Data Annotation Services
    20% Generative AI

    DataForce is an artificial intelligence development company. Founded in 2012, the team focuses on Artificial Intelligence and Data Annotation Services.

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  • Ethos Engine AI Logotype

    Ethos Engine AI

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9

    Services provided

    50% AI Development
    30% Generative AI
    20% AI Consulting

    Headquartered in Toronto, Canada, Ethos Engine AI is an artificial intelligence development company. Their services include Artificial Intelligence and Generative AI.

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  • ATYPIC.AI Logotype

    ATYPIC.AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Development
    20% Blockchain

    ATYPIC.AI is an AI development company in Seattle, Washington. They specialize in Artificial Intelligence and Blockchain.

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  • BigHand Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Seattle, WA

    Services provided

    100% AI Development

    BigHand is a midsize Seattle, Washington-based artificial intelligence development company. Their services include Artificial Intelligence.

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  • Aisa X Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Theni, India

    Services provided

    50% AI Development
    50% Generative AI

    Aisa X is an AI company and Generative AI company located in Theni, India. The team provides Artificial Intelligence and Generative AI.

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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 Open to feedback

    Snotor has received highly positive feedback regarding their openness to feedback throughout various projects. Clients noted their proactive approach in seeking input and iterating quickly, which enhanced collaboration. For instance, the Chief Product Officer highlighted Snotor's impressive willingness to adapt based on suggestions, contributing to effective teamwork. Similarly, the CTO praised their meticulous attention to detail and ability to seamlessly incorporate feedback, showcasing a strong customer-centric mindset. Overall, clients expressed satisfaction with Snotor's responsiveness and communication.
    • Development for Legal SaaS Platform
      5.0 Feb 14, 2019

      Clients should keep an open mind about their feedback. They often have come up with some really good ideas and pushed back a little bit in a needed way. They know about building software, so give them an opportunity to share their ideas.

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    • Mobile App Development for Home Healthcare Co
      5.0 Jun 12, 2025

      Their openness to feedback and proactive attitude stood out. They actively sought input and iterated quickly, which made the collaboration both effective and pleasant.

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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 Puts the customer first

    Clients consistently highlight CodeNinja's commitment to a client-first approach, noting their attentiveness and ability to tailor solutions to specific needs. One client praised their dedication to understanding requirements, which resulted in enhanced user experiences and increased satisfaction. Overall, the sentiment reflects a strong appreciation for CodeNinja's customer-centric focus, with clients expressing a desire to continue partnerships based on positive experiences.
    • Custom Software Development for Visualization Studio
      4.5 May 13, 2024

      What impressed us most about CodeNinja was their commitment to adopting a client-first approach. Their dedication to understanding our needs and tailoring solutions accordingly demonstrated a level of attentiveness and customer-centricity that set them apart. Being able to test the team augmentation model for the first time also proved successful.

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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.

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    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.
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    View projects from:

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

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Oldham, England

    Services provided

    50% AI Consulting
    50% AI Development

    In Oldham, England, Botwise Solutions is an artificial intelligence firm and AI Consulting company. Their services include Artificial Intelligence and AI Consulting.

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  • EVE.calls Logotype

    EVE.calls

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Consulting
    50% AI Development

    Launched in 2016, EVE.calls is an AI company and AI Consulting company. Headquartered in Boston, Massachusetts, the team focuses on Artificial Intelligence 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

    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:

    New York City, New York (2) Denver, Colorado (2) Los Angeles, California (2) Indianapolis, Indiana (1) Miami, Florida (1) Plano, Texas (1) Houston, Texas (1) Menlo Park, California (1) Baltimore, Maryland (1) Lehi, Utah (1) Salt Lake City, Utah (1) Phoenix, Arizona (1) Portland, Oregon (1) Seattle, Washington (1) Fairfield, New Jersey (1) Park City, Utah (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 Receptive

    LANARS has received positive feedback regarding their receptiveness to client needs and feedback. One client highlighted their impressive ability to accommodate changing requirements seamlessly and noted, "I’ve been impressed by their ability to receive feedback and make changes as needed." The overall sentiment reflects satisfaction with LANARS's collaborative approach, with ongoing support enhancing the client relationship, despite minor challenges such as time zone differences.
    • Mobile App Development for IT Company
      5.0 Apr 3, 2019

      As development progressed, many requirements and needs changed. LANARS accommodated all of these changes seamlessly. They are an engaging partner; depending on the need, we meet weekly or monthly. I’ve been impressed by their ability to receive feedback and make changes as needed.

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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 Helpful

    Leobit has received positive feedback regarding their helpfulness, with clients highlighting their exceptional communication and responsiveness. For instance, one client noted the team's kindness and willingness to assist in optimizing project costs, which was crucial for their non-profit organization. Another client praised the respectful approach of Leobit's team, stating they do not push unnecessarily, thereby making collaboration a pleasant experience. Overall, clients express satisfaction with Leobit's supportive nature and commitment to understanding their unique needs.
    • Mobile App & UX/UI Design for Medical Imaging Solutions Co
      5.0 Jun 7, 2024

      Their communication is exceptional. They consistently provide quick responses to our messages and emails. Their entire team demonstrates kindness and helpfulness. What's particularly noteworthy is their respectful approach; they don't push us unnecessarily, making our collaboration with Leobit a pleasant experience.

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

      They are great people and very helpful. Due to the time difference, it can be challenging to communicate effectively, especially when urgent requests arise. It would also be beneficial to receive feedback and suggestions from professionals at Leobit on how we can further enhance our platform.

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    • Dev Staff Augmentation for Digital Insurance Platform
      4.5 Nov 7, 2022

      They are willing to work through issues with us and have helped us become a better team. Their project management style is a hands-on approach, and they are usually pretty good about communicating things to us in a timely manner. The code is generally high quality, and we work through any questions or issues that arise during development or testing.

      Read Full Review
    • Mobile App Development for Woman's Rights Org
      5.0 Apr 16, 2025

      From the very beginning, we were offered several ways to optimize project costs, because we are a non-governmental organization and we do not have the opportunity to revise budgets and it is very difficult to raise other funds, so this customer focus helped us a lot to implement the project. In the process of implementation, the project manager and all the specialists involved were very understanding of the fact that we were new to the topic, and also took into account certain requirements that we had fixed for the project and adjusted the plans to the real deadlines we had. Since our organization does not have a separate system administrator or a person specializing in digital infrastructure, the developers helped us at all stages to register accounts on various services and set them up.

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    • Web App Development for Online Gift Shop
      4.5 Oct 9, 2018

      They’re knowledgeable. We’ve worked with people at different stages of their careers, but most of us have been happy with the service delivered by Leobit. They do their best to try to find the right person for the task, and they help a lot in our data endeavors. It’s hard to find a good data engineer or BI person in offshore companies, and they were able to help us. They’re motivated, and they deliver what they promise all the time. We’re happy with them.

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    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

    More responsive than most other service providers

    Leobit 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 (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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  • Neurala Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Boston, MA

    Services provided

    100% AI Development

    Artificial intelligence development company Neurala was established in 2006. The firm specializes in Artificial Intelligence, and is midsize.

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  • cornball.ai Logotype

    cornball.ai

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    100% Generative AI

    Launched in 2023, cornball.ai is a Generative AI company. The team offers Generative AI.

    Read more
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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

    Reviews mention Collaborative

    Client feedback highlights JPLoft's strong collaborative spirit, with multiple reviews noting their commitment to partnership and open communication. Clients appreciated the constant updates and responsiveness, exemplified by one CEO stating, "They collaborated with us, made suggestions, and genuinely cared about our success." Another client emphasized JPLoft's ability to foster a supportive environment, noting their dedication to understanding project goals. Overall, the sentiment surrounding collaboration is overwhelmingly positive, reflecting a strong alignment with client needs and expectations.
    • Web Dev & Design for HealthTech Company
      5.0 May 29, 2024

      They have fostered a collaborative environment where feedback is not just welcomed but encouraged, instilling confidence in our partnership. What sets JPLoft apart is their unwavering commitment to communication. Beyond their technical prowess, it's their ability to establish meaningful dialogue and foster a collaborative spirit that truly shines.

      Read Full Review
    • Mobile App Dev for Renewable Energy Services
      5.0 Apr 1, 2024

      Scheduled weekly briefings gave us with a detailed picture of the project's progress, while membership in a collaborative Slack channel allowed for daily conversations and quick decision making. This inclusive strategy, which included our other partners, proved beneficial, especially when negotiating the project's shifting terrain with agility. Their commitment from the start built trust in our cooperation, promoting a culture of collaboration and shared achievement.

      Read Full Review
    • Mobile App Development for Data Analytics Organization
      5.0 Mar 12, 2024

      Their collaborative approach went beyond just development, creating interesting release blog entries that increased our product's awareness. Recognizing the worldwide nature of our work, they expertly handled project complexities while encouraging openness via platforms such as Slack. Their strategy fostered a symbiotic connection that seemed more like a cohesive team than a service provider.

      Read Full Review
    • Mobile App Development for Healthcare Solutions Provider
      5.0 Feb 3, 2024

      The youthfulness and enthusiasm in their group have brought a refreshing and progressive attitude to our collaboration, creating a tremendous and powerful business environment. No points of criticism were recognized, emphasizing the seamless and collaborative nature of our engagement with JPLoft.

      Read Full Review
    • Mobile App Dev for Commercial Enterprise Consulting Firm
      5.0 Feb 3, 2024

      Project control beneath the stewardship of Laura, our devoted project manager, has been a testament to effective verbal exchange. Leveraging tools including Basecamp, Figma, and Heroku, the crew's commitment to well timed and obvious collaboration has been a driving force within the quick progression of the venture. This honest commitment distinguishes them from other business services firms, fostering a collaborative and client-focused environment that exceeds expectations.

      Read Full Review
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    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 Profile Visit Website
  • GoCharlie Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Allentown, PA

    Services provided

    40% Generative AI
    30% AI Development
    30% Market Research

    GoCharlie is a Generative AI company. They focus on Generative AI and Market Research and were founded in 2021.

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  • Valyant AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Denver, CO

    Services provided

    100% AI Development

    Valyant AI is an artificial intelligence development company launched in 2017. The agency specializes in Artificial Intelligence, and is midsize.

    Read more
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  • Magick AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Chicago, IL

    Services provided

    100% Generative AI

    Generative AI company Magick AI is located in Chicago, Illinois. Launched in 2024, the team specializes in Generative AI.

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  • Lumifox Logotype

    Lumifox

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    Located in Denver, Colorado, Lumifox is a small AI firm. The team specializes in Artificial Intelligence.

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  • Tesseract Imaging Limited Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    50 - 249
    Navi Mumbai, India

    Services provided

    20% AI Consulting
    20% AI Development
    20% AR/VR Development +2 services
    20% Generative AI
    20% Robotics Process Automation

    AR/VR development company Tesseract Imaging Limited is based in Navi Mumbai, India. The team focuses on AR/VR development and Artificial Intelligence.

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  • navAI Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9
    Lugano, Switzerland

    Services provided

    30% AI Consulting
    30% AI Development
    20% Generative AI +2 services
    10% Demand Generation Marketing
    10% Email Marketing

    AI development company navAI was established in 2023. The firm offers Artificial Intelligence and AI Consulting, and is small.

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  • Aigentel Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9
    Antwerpen, Belgium

    Services provided

    40% AI Consulting
    40% Generative AI
    20% AI Development

    Aigentel is an AI Consulting company. Established in 2024, the team specializes in AI Consulting and Generative AI. The firm is located in Antwerpen, Belgium.

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  • Omneky Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Francisco, CA

    Services provided

    80% Generative AI
    20% Graphic Design

    Generative AI company Omneky is headquartered in San Francisco, California. They provide Generative AI and Graphic Design.

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  • iwantmore.ai Logotype

    iwantmore.ai

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    100% AI Consulting

    Iwantmore.ai is an AI Consulting company. Established in 2024, the company is located in. Their team specializes in AI Consulting.

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  • Intelligent Systems Development Alliance Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Royton, England

    Services provided

    70% AI Development
    30% Generative AI

    Intelligent Systems Development Alliance, an AI firm, was founded in 2022. Headquartered in Royton, England, the team specializes in Artificial Intelligence and Generative AI.

    Read more
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  • Viggle Logotype

    Viggle

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    100% Generative AI

    Launched in 2022, Viggle is a Generative AI company. The small team specializes in Generative AI.

    Read more
    View Profile
  • Getforce Ai Logotype

    Not yet reviewed

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

    Services provided

    40% AI Development
    20% AI Consulting
    20% Generative AI +1 service
    20% Social Media Marketing

    Getforce Ai is an AI development company based in Warszawa, Poland. They focus on Artificial Intelligence and Social Media Marketing.

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  • S2 Labs Logotype

    S2 Labs

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    S2 Labs is an AI company. Their small team is based in Portland, Oregon and focuses on Artificial Intelligence. The agency was founded in 2022.

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  • Rewire AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Portland, OR

    Services provided

    100% AI Development

    Rewire AI, an AI firm, is in Portland, Oregon. The team focuses on Artificial Intelligence.

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  • D2R AI Labs Private ltd Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    50 - 249
    Alpharetta, GA

    Services provided

    20% AI Consulting
    20% AI Development
    20% Application Testing +2 services
    20% Custom Software Development
    20% Generative AI

    D2R AI Labs Private ltd is a software development company. They offer Custom Software Development and Artificial Intelligence and are based in Alpharetta, Georgia.

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  • Lolita AI Technologies Private Limited Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49
    Guduvancheri, India

    Services provided

    20% AI Consulting
    20% AI Development
    20% Generative AI +2 services
    20% IoT Development
    20% Mobile App Development

    Mobile app development firm Lolita AI Technologies Private Limited specializes in Mobile App Development and IoT development. They were founded in 2023.

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  • Nxgen Technology Limited Logotype

    Not yet reviewed

    $50,000+
    $50 - $99 / hr
    250 - 999
    Auckland, New Zealand

    Services provided

    20% AI Development
    20% Blockchain
    20% Custom Software Development +2 services
    20% Generative AI
    20% Mobile App Development

    Nxgen Technology Limited is a custom software development company established in 2024. The team specializes in Custom Software Development and Mobile App Development and is in Auckland, New Zealand.

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  • Sense Traffic Pulse Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Las Vegas, NV

    Services provided

    70% AI Development
    30% IoT Development

    Sense Traffic Pulse is an artificial intelligence firm headquartered in Las Vegas, Nevada and Chicago, Illinois. They specialize in Artificial Intelligence and IoT development.

    Read more
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  • Velasea Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Henderson, NV

    Services provided

    100% AI Development

    Velasea is an artificial intelligence firm. Established in 2019, the team provides Artificial Intelligence. The company is based in Henderson, Nevada and Irvine, California.

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  • tefoLOGIC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Las Vegas, NV

    Services provided

    40% AI Development
    20% BI & Big Data Consulting & SI
    20% Generative AI +1 service
    20% IoT Development

    TefoLOGIC is an AI firm. They are in Las Vegas, Nevada and Lewes, Delaware and have small team of experts. Their services include Artificial Intelligence and BI & big data consulting & SI.

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  • UnDesto AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Henderson, NV

    Services provided

    100% AI Development

    Small artificial intelligence company UnDesto AI, is located in Henderson, Nevada. Their services include Artificial Intelligence.

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  • CountR Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Las Vegas, NV

    Services provided

    100% AI Development

    CountR Inc. Is an AI firm founded in 2013. The firm offers Artificial Intelligence.

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  • RediMinds, Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Southfield, MI

    Services provided

    100% AI Development

    RediMinds, Inc is an AI firm. They were founded in 2016 and focus on Artificial Intelligence.

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  • Rapid Robotics, Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Novi, MI

    Services provided

    100% AI Development

    In Novi, Michigan and San Francisco, California, Rapid Robotics, Inc is an artificial intelligence firm. The team specializes in Artificial Intelligence.

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  • NovoDynamics, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Ann Arbor, MI

    Services provided

    100% AI Development

    NovoDynamics, Inc., an artificial intelligence development company, was founded in 2001. They specializes in Artificial Intelligence.

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  • Voxel51 Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Ann Arbor, MI

    Services provided

    100% AI Development

    Voxel51 is an AI company in Ann Arbor, Michigan. Their services include Artificial Intelligence.

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  • Xplorazzi Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Hillsboro, OR

    Services provided

    100% AI Development

    Xplorazzi is an artificial intelligence company. The Hillsboro, Oregon-based agency was founded in 2015. Their services include Artificial Intelligence.

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  • Crackshot AI Logotype

    Crackshot AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    Crackshot AI is an artificial intelligence development company. Launched in 2021, the agency is located in Indianapolis, Indiana. Their services include Artificial Intelligence.

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  • Novus Hi-Tech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Gurugram, India

    Services provided

    100% AI Development

    Established in 2005, Novus Hi-Tech is a midsize Greenwood, Indiana-based artificial intelligence firm. Their team focuses on Artificial Intelligence.

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  • Modicus Prime Logotype

    Modicus Prime

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    100% AI Development

    Small AI development company Modicus Prime, is based in La Porte, Indiana. The team specializes in Artificial Intelligence.

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  • Semiring Inc. Logotype

    Semiring Inc.

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Development
    20% Cybersecurity

    Semiring Inc. Is an artificial intelligence development company. They were founded in 2018, and their services include Artificial Intelligence and Cybersecurity.

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  • EchoTech.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Indianapolis, IN

    Services provided

    50% AI Consulting
    50% AI Development

    Small artificial intelligence company and AI Consulting company EchoTech.ai, is in Indianapolis, Indiana. Their services include Artificial Intelligence and AI Consulting.

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  • Drone Response Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Indianapolis, IN

    Services provided

    70% AI Development
    30% Blockchain

    Drone Response, an AI company, was established in 2021. Based in Indianapolis, Indiana, the team offers Artificial Intelligence and Blockchain.

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  • RadiusAI, Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Tempe, AZ

    Services provided

    100% AI Development

    Established in 2017, RadiusAI, Inc is an AI company. The team provides Artificial Intelligence.

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  • EDGE3 Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Tempe, AZ

    Services provided

    80% AI Development
    20% IoT Development

    Launched in 2010, EDGE3 Technologies is an artificial intelligence firm. The firm focuses on Artificial Intelligence and IoT development.

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  • Builderlytics Logotype

    Builderlytics

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Development
    20% Custom Software Development

    Builderlytics is an artificial intelligence company established in 2024. The company offers Artificial Intelligence and Custom Software Development, and is small.

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  • Cognitive Videos Logotype

    Cognitive Videos

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    In Pheonix, Arizona, Cognitive Videos is a small AI company. The team provides Artificial Intelligence.

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  • Edgybees Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Gaithersburg, MD

    Services provided

    100% AI Development

    Edgybees is an artificial intelligence development company. The Gaithersburg, Maryland-based company was founded in 2016. Their services include Artificial Intelligence.

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  • Redshred Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Baltimore, MD

    Services provided

    60% AI Development
    20% AR/VR Development
    20% Cloud Consulting & SI

    Redshred is an AI development company. The Baltimore, Maryland-based team focuses on Artificial Intelligence and cloud consulting & SI.

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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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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.

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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 NineTwoThree AI Studio
6 Dualboot Partners
7 Neoteric
8 Fingent
9 fxis.ai
10 Valere
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
  6. 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

    35.4/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

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

    Fingent

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

    Ability to deliver

    36/40.0
    20/20 Reviews
    10/10 Clients & Experience
    6/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  9. 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
  10. 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
  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
  22. 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
  23. 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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