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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, AI companies in the United Kingdom, or AI agencies in Canada to find an expert in your area. Or check out AI agent development companies and Top AI Consultants to start automating and streamlining even further.
Ratings Updated: May 16, 2026
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15 Leaders 15 Contenders

23,217 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 84 reviews
    Premier 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 versatile software development company specializing in mobile and web app development, as well as custom software solutions. The company receives overwhelmingly positive feedback, with approximately 100% of clients highlighting their strong communication, technical expertise, and professionalism. Clients appreciate their ability to deliver projects on time and within budget, consistently exceeding expectations in aligning with company values and offering a personalized, responsive service.

    See all 84 projects

    Reviews mention Unique expertise

    Clients consistently highlighted Simform's unique expertise in navigating complex challenges and delivering tailored solutions. For instance, one client praised their ability to unpack intricate pain points and translate them into actionable designs, showcasing a thoughtful approach rather than a one-size-fits-all method. Another client noted their deep technical knowledge and responsiveness, underscoring the exceptional quality of their work. Overall, the sentiment reflects strong confidence in Simform's capabilities, making them a reliable partner for diverse project needs.
    • Portfolio Mgmt System QA for Investment Mgmt App Dev Company
      4.0 May 15, 2023

      They delivered their services on time and with great expertise and insights. Their responsiveness was also highlighted as a unique aspect of their service.

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    • Mobile App Development for Application Company
      5.0 Sep 23, 2020

      Their expertise sets them apart. I find it hard to believe there’s another organization with as many talented, hardworking people as Simform. Also, they’re not just there to code for an hourly basis, they really care about the projects we work on.

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

      What stood out most was their ability to combine deep technical expertise with clear, structured communication. They did not simply gather requirements. They helped us think through complex problems, asked the right questions, and translated our challenges into practical solutions we could act on. Their team came prepared, understood our business quickly, and collaborated with us rather than just executing tasks. That balance of technical depth, thoughtful discovery, and genuinely strong communication is what made them unique.

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    3 of 4 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 4 times in the past 6 months

    Recent client feedback for Simform highlights their strong project management, timely delivery, and effective communication. Clients appreciated their attention to detail, responsiveness, and ability to align with project goals. One client noted, "Simform has been a true partner...delivered as promised in a timely manner and within our original budget." Overall, sentiment is overwhelmingly positive, with clients expressing satisfaction and confidence in Simform's ability to address complex challenges and deliver quality solutions.
    Read 4 Recent Reviews

    Industry Experience

    Simform has received favorable feedback across various industries. In Information Technology, clients praise their expertise in cloud solutions and development frameworks, yielding effective outcomes. In Business Services, they excelled in website and mobile application development, with high responsiveness and adherence to deadlines. Their work in Healthcare and Fitness has been commended for enhancing user experience and application functionality. Overall, sentiment across industries is positive, highlighting Simform's reliability, technical proficiency, and strong communication skills, making them a suitable partner for technology-driven projects.

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    Select Industry to see insights

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

    View projects from:

    United States (49) 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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    Designli Logotype

    Designli

    5.0 79 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Greenville, SC

    Services provided

    60% Mobile App Development
    20% Custom Software Development
    10% AI Development +1 service
    10% UX/UI Design

    Designli is a UX/UI design and app development company specializing in creating interactive prototypes and technical roadmaps. With a strong emphasis on project management and responsiveness, 100% of the reviewers noted their ability to deliver high-quality, user-friendly designs on time. Clients also commend Designli's proactive approach and expertise in guiding project development through effective communication and stakeholder collaboration.

    See all 79 projects

    Reviews mention High-quality work

    Clients consistently praise Designli for delivering high-quality work across various projects. For instance, one client noted that Designli 'exceeded my expectations' by quickly rectifying bugs and ensuring the platform met their requirements. Another mentioned, 'Designli's work quality is good. The designs meet our expectations,' highlighting their commitment to excellence. Overall, the sentiment surrounding the quality of work is overwhelmingly positive, with many clients expressing satisfaction with the responsiveness and adaptability of the team.
    • Web App Prototype Dev for Railway Software Technology Co
      5.0 Aug 8, 2024

      Designli successfully delivered the prototype for this project, as well as the outline and blueprints for the final product. Overall, the quality of the prototype met our expectations. We're still in negotiations with potential customers.

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    • Mobile App Design & Development for Booking Application
      5.0 Apr 17, 2024

      Designli's work quality is excellent, and the team is easy to work with. Designli delivers work on time and on budget.

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    • Web & Mobile App Dev for Wellness & Fitness Company
      5.0 Feb 4, 2024

      The quality of Designli's work is absolutely top-notch, and their ongoing communication has allowed us to feel fully informed and up to date at all times.

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    • Mobile App Design & Development for HR Software Dev Co
      5.0 Sep 29, 2023

      We’ve been really happy with the quality of work that Designli offers; their team has been delivering exactly what we’ve agreed on.

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    • Mobile App Dev for Educational Platform
      5.0 Dec 14, 2022

      They deliver high-quality products and are great to work with. Moreover, the team is transparent, and we get value from their developers.

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    5 of 5 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 5 times in the past 6 months

    Recent client feedback on Designli highlights a strong overall sentiment, emphasizing their responsiveness and adaptability. Clients praised the team's ability to translate complex ideas into functional prototypes, as seen in multiple projects like an LMS platform and an AI-driven marketplace. Notable comments include their proactive approach to bug fixing and willingness to absorb additional costs. Despite minor suggestions for improvement, clients consistently expressed satisfaction, indicating that Designli exceeds expectations in project management and deliverables.
    Read 5 Recent Reviews

    Industry Experience

    Designli has demonstrated expertise across various industries, including medical, IT, business services, legal, and education. Clients praised their adaptability, effective communication, and commitment to delivering high-quality solutions. In the medical sector, they excelled in creating user-friendly platforms for clinical trials and patient engagement. Feedback from IT companies highlights their capability to modernize applications and streamline processes. Overall, Designli is well-regarded for its customer-centric approach, making them a suitable choice for organizations seeking development and design solutions.

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    Select Industry to see insights

    Financial services Healthcare Real estate Consulting Nonprofit Social Networking Other industries Other Industry IT Services Software Energy & natural resources Wellness & Fitness Automotive Transportation Food & Beverages Manufacturing Gambling Utilities Human Resources Sports Arts, entertainment & music Media Construction Legal Information technology Medical Business services Education

    Average Project Cost Breakdown

    $10,000 to $49,000 (34) $50,000 to $199,999 (19) $200,000 to $999,999 (5) Less than $10,000 (3) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients generally express satisfaction with Designli's cost-effectiveness and value for money. One CEO noted, "Designli has exceeded my expectations" despite initial project overages, as they absorbed additional costs and provided free maintenance. Another customer highlighted the company's "good value for cost," emphasizing transparency in pricing and deliverables. However, some clients mentioned that while the services are priced at the higher end, the quality justifies the expense, stating, "you get what you pay for" in terms of quality and support.
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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 versatile design and technology company specializing in AI and mobile app development, offering services such as workflow automation, mobile solution design, and AI integration. They receive high praise across multiple reviews for their strong project management, timely delivery, and exceptional customer service. Approximately 90% of reviews highlight their excellent culture fit and alignment with company values, while over 80% commend their innovative and strategic approach.

    See all 69 projects

    Reviews mention Hard working

    Client feedback highlights the hardworking nature of Blue Label Labs, particularly praising Danny for his talent, passion, and dedication throughout the project. Despite challenges in project management and communication, the team demonstrated a strong commitment to their work, contributing to the successful nomination for a Webby Award. Overall sentiment reflects appreciation for their effort, though there were noted areas for improvement in team cohesion and communication.
    • Mobile App & Web Dev for Business Networking Platform
      4.0 Jul 15, 2021

      Danny stood out during the project. He was very talented, passionate, and hardworking. He had a great eye for design and was very patient.

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    1 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Recent reviews of BlueLabel highlight strong client satisfaction, particularly regarding their communication and project management. A client from Zip praised their effective design process and alignment with team values, while a manufacturing VP emphasized BlueLabel's exceptional customer service and responsiveness. The implementation of an AI digital assistant and modernization of workflows resulted in significant efficiency gains, including a 75% reduction in expert lookup time. Overall, clients express confidence in BlueLabel as a dedicated and capable partner.
    Read 2 Recent Reviews

    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

    Clients generally perceive BlueLabel as providing strong value for money, often citing their responsiveness and project management as key strengths. For instance, one client highlighted that they were able to cut costs significantly by reducing dispatch calls by over 50% due to effective automation. Another client praised their transparent pricing, noting that they felt the costs were reasonable for the quality delivered. Overall, feedback indicates satisfaction with the balance of cost and quality, though there are mentions of minor communication issues that could be improved.
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    United States (66) Thailand (1) United Arab Emirates (1)
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  • Chirp Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    50% AI Development
    50% IoT Development

    Chirp is an AI company and IoT development company. Headquartered in London, England, the company provides Artificial Intelligence and IoT development.

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  • Inisoft Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Glasgow , Scotland

    Services provided

    50% AI Development
    50% Custom Software Development

    Inisoft Ltd., a custom software development firm and AI company, is headquartered in Glasgow , Scotland. Founded in 1990, the team focuses on Custom Software Development and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 22 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 versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.

    See all 22 projects

    Reviews mention Great project management

    Clients consistently praised Azumo for their exceptional project management capabilities, highlighting their effective use of tools like Jira, Slack, and Google Meet. One client noted that Azumo's streamlined processes ensured timely deliveries and clear communication, while another emphasized their responsiveness and alignment with the client's time zone as crucial to the project's success. Overall, feedback reflects a strong sentiment of satisfaction regarding Azumo's professionalism, adherence to deadlines, and the quality of their deliverables.
    • Python, Django & React Development for Sports Company
      5.0 Mar 19, 2024

      Their project management team is in constant communication with me to provide updates from their side and check satisfaction on our side. They are very responsive to requests for new resources or modification as needed based on business needs.

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    • Architectural Designs for Blockchain Company
      5.0 Feb 15, 2022

      Their project management was great; communication was good, they met every deadline we established, and they stayed on budget. In terms of tools, we used Slack and Google Docs.

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    Industry Experience

    Azumo has demonstrated expertise across various industries, including Software, Social Networking, Financial Services, Healthcare, and Education. Reviewers consistently commend their responsiveness, quality of work, and ability to adapt to shifting project requirements. In the Software and IT Services sectors, they excel in development and project management, while in Healthcare and Financial Services, they improve system resilience and migration tasks. Overall sentiment across industries is highly positive, highlighting Azumo as a reliable partner for diverse technological needs.

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    Select Industry to see insights

    Software Social Networking Financial services Sports Healthcare Education IT Services Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry 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 highlight Azumo's competitive pricing and strong value for money. For example, the Director of nlx.ai noted that Azumo's pricing fit their budget while exceeding expectations regarding quality and speed. Similarly, a CEO emphasized Azumo's good value for cost, stating they delivered significant improvements within financial constraints. Overall, clients express satisfaction with the balance between cost and the high-quality services provided, reinforcing Azumo's reputation as a cost-effective partner.
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    United States (17) Canada (2) Mexico (1)
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    TELUS Digital Logotype

    TELUS Digital

    4.9 25 reviews
    Verified
    $50,000+
    $100 - $149 / hr
    10,000+
    Charlottesville, VA

    Services provided

    25% Generative AI
    15% AI Development
    15% Mobile App Development +4 services
    15% Web Development
    10% AI Agents
    10% Marketing Strategy
    10% UX/UI Design

    TELUS Digital is a technology solutions provider specializing in modernizing healthcare billing systems. Their services have significantly improved clients' operational efficiencies, with 85-90% of processes being automated. Reviews highlight TELUS Digital's robust system architecture and security measures, with a notable focus on scalability and adaptability, though they could benefit from adopting more agile methodologies. Overall, their collaborative approach and comprehensive solutions garner positive feedback.

    See all 25 projects

    Reviews mention Accommodating

    Clients have consistently praised WillowTree for their accommodating approach, particularly noting their willingness to adapt to existing workflows and project management styles. One client highlighted that all project managers were 'incredibly accommodating' in their collaborative scrum agile process. The feedback emphasizes their responsiveness to client needs, with one reviewer stating that WillowTree listens to feedback and adjusts designs accordingly, underscoring a commitment to client satisfaction and partnership.
    • Mobile App Dev & Feature Updates for Credit Union
      5.0 Sep 6, 2019

      Their team was willing to adapt to our workflows and build their own structure around them. We work in scrum agile developments to allow for a collaborative production process and smooth release of the new features in the app. All of their project managers have been incredibly accommodating in that way.

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    Industry Experience

    WillowTree has demonstrated strong capabilities across various industries, including Financial Services, IT Services, Healthcare, Legal, Retail, and Nonprofit. Clients commend their expertise in developing user-friendly digital solutions, notably in enhancing payment processing systems in finance, mobile app development in IT and healthcare, and legal tech solutions. Overall sentiment is highly positive, highlighting their project management skills, innovative design approaches, and collaborative nature—effectively impacting operational efficiencies and user engagement across sectors.

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    Select Industry to see insights

    Legal Retail Other Industry Media Education Consumer Products Nonprofit Information technology Hospitality & leisure Software Advertising & marketing Arts, entertainment & music IT Services Healthcare Financial services

    Average Project Cost Breakdown

    $200,000 to $999,999 (10) $50,000 to $199,999 (7) $1,000,000 to $9,999,999 (2) $10,000,000 + (1)

    What Clients Have Said

    Client feedback on the company's cost and value indicates a generally positive sentiment regarding pricing relative to the quality of services provided. For instance, one client noted an investment of $400,000, highlighting that the extensive team involvement justified the expense. Another client mentioned a $50,000 initial investment for a university app, expressing satisfaction with the results and minimal budgetary surprises. Overall, clients appreciate the balance of cost and value, often citing the quality of work and strong project management as key factors.
    Read All Reviews

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    United States (23) Canada (1)
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    Qubika Logotype

    Qubika

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

    Services provided

    40% AI Development
    30% Cloud Consulting & SI
    15% Mobile App Development +1 service
    15% UX/UI Design

    Qubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.

    See all 61 projects

    Reviews mention Trustworthy

    The feedback indicates a strong sentiment of trustworthiness towards Qubika, with clients highlighting their professionalism and reliability. One client noted, 'I felt I could rely on them to assist in new endeavors,' which reflects a high level of confidence in their capabilities. Another emphasized the seamless integration of the team, stating, 'They became so integrated within our organization, that they felt like part of our team.' Overall, the reviews consistently portray Qubika as a trustworthy partner in project execution.
    • Scheduling App Prototype Design & Development for Startup
      5.0 Sep 9, 2019

      I would just suggest that you sit back and listen. Let them do their job. If you try to be too managerial and insist that they design exactly what you’re telling them to, it’s not going to work out as well or be as enjoyable as if you are willing to listen and trust them to do what’s best for the final product.

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    • Mobile App Dev for Communication Management Platform
      5.0 May 31, 2018

      I think December Labs works better when they are given an entire project versus working as part of a team mixed with their developers and their customers’ development teams. It requires trusting them, but it’s worth it.

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    Industry Experience

    Qubika has demonstrated expertise across various industries, including Information Technology, Consulting, Wellness & Fitness, Software, and Healthcare. Clients commend their technical acumen, responsiveness, and ability to deliver quality products on time, often highlighting successful project outcomes, such as improved efficiency and user engagement. Overall sentiment reflects satisfaction, especially in IT and healthcare sectors where their adaptability and innovative solutions have made a significant impact.

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    Select Industry to see insights

    Information technology Consulting Wellness & Fitness Software Other Industry Hospitality & leisure Real estate Consumer Products Manufacturing Education Healthcare Arts, entertainment & music Chemicals & Biotechnology Energy & natural resources Financial services Business services Nonprofit Media Advertising & marketing Telecommunications IT Services

    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

    Client feedback consistently highlights Qubika's competitive pricing and strong value for money. Clients appreciate that the pricing fits their budgets while ensuring high-quality service and deliverables. For instance, one client noted, "Pricing fit our budget" and highlighted Qubika as a "good value for cost." Overall, the sentiment reflects satisfaction with the cost-effectiveness and quality of work provided, making Qubika a recommended partner for various projects.
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    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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  • Cortexica Vision Systems Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    50% AI Development
    25% Cloud Consulting & SI
    25% IoT Development

    AI firm Cortexica Vision Systems was launched in 2008. Headquartered in London, England, the team focuses on Artificial Intelligence and cloud consulting & SI.

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  • CONCURED Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    50% AI Development
    50% Content Marketing

    Headquartered in London, England, CONCURED is an artificial intelligence firm and Content Marketing company. The team specializes in Artificial Intelligence and Content Marketing.

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  • Cohesion Medical Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Glasgow , Scotland

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Cohesion Medical is an AI development company and big data company established in 2012. Based in Glasgow , Scotland, the team focuses on Artificial Intelligence and BI & big data consulting & SI.

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  • Senseye Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Chilworth, England

    Services provided

    50% AI Development
    50% IoT Development

    Artificial intelligence company and IoT development company Senseye was established in 2014. Headquartered in Chilworth, England, the team specializes in Artificial Intelligence and IoT development.

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  • Cognitive Geology Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Edinburgh , Scotland

    Services provided

    50% AI Development
    50% Custom Software Development

    Founded in 2014, Cognitive Geology is a software development firm and AI firm. The agency offers Custom Software Development and Artificial Intelligence, and is small.

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    What are Featured Providers?

    Sketch Development Logotype

    Sketch Development

    5.0 20 reviews
    Premier Verified
    $10,000+
    $150 - $199 / hr
    10 - 49
    Webster Groves, MO

    Services provided

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

    Sketch Development is a versatile technology solutions provider specializing in custom software development, Agile implementation, and project management tools such as Jira. They consistently receive commendations for their exceptional project execution, expertise, and client engagement, with 100% of reviewers expressing satisfaction and no suggested improvements. Reviewers highlight their ability to deliver timely, high-quality solutions tailored to client needs.

    See all 20 projects

    Industry Experience

    Sketch Development has demonstrated expertise across various industries, including Utilities, Non-profit, Healthcare, Financial Services, Insurance, Manufacturing, and Real Estate. Clients commend their deep knowledge of project management tools like Jira and Agile methodologies, resulting in improved operational efficiency and streamlined processes. Feedback highlights strengths in responsiveness, training quality, and the ability to tailor solutions to specific needs, indicating a strong fit for organizations seeking impactful technology and Agile transformations.

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    Select Industry to see insights

    Real estate Healthcare Consulting Manufacturing Medical Financial services Consumer Products Insurance Other Industry Banks Non-profit Utilities

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently praise Sketch Development for their cost-effectiveness and the value they deliver. Multiple reviews highlight that their pricing aligns well with client budgets, with one client noting, 'good value for cost.' Another stated they were impressed with the 'depth of knowledge' and 'excellent solutions' provided, which exceeded expectations. Overall, the sentiment is positive, with clients expressing satisfaction in the quality of service received relative to the investment made.
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    More responsive than most other service providers

    Sketch Development 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:

    St. Louis, Missouri (8) Tucker, Georgia (1) Kansas City, Missouri (1) Mount Juliet, Tennessee (1) Nashville, Tennessee (1) Houston, Texas (1) Dayton, Ohio (1) Los Angeles, California (1) Denver, Colorado (1) Columbia, Illinois (1)
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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified
    $5,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    50% AI Development
    15% Custom Software Development
    15% Generative AI +4 services
    5% IT Staff Augmentation
    5% Mobile App Development
    5% UX/UI Design
    5% Web Development

    Phaedra Solutions is a development company that specializes in web and mobile app development, UI/UX design, and AI integrations. Reviews indicate a strong reputation for professionalism, timely delivery, and responsive communication, with 100% system uptime and successful project outcomes like increased user retention and reduced bugs. Approximately 80% of clients highlight their project management and communication skills as impressive, while some suggest minor improvements in project management and technical details.

    See all 28 projects

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including Information Technology, Consumer Products & Services, Legal, Non-Profit, and Retail. Clients commend their professionalism, project management, and technical skills, highlighting successful software development, UI/UX design, and system implementations. The overall sentiment reflects high satisfaction, particularly in IT and legal sectors, suggesting they are well-suited for complex digital projects requiring robust technical solutions.

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    Select Industry to see insights

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

    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

    Clients consistently report that Phaedra Solutions offers excellent value for money, with many emphasizing that their pricing aligns well with project budgets. For instance, a general manager noted that their 'pricing fit our budget' and provided 'good value for the cost.' Additionally, the CEO of a legal company highlighted their 'good value for the cost' as a deciding factor for selection. Overall, the sentiment reflects satisfaction with the company's cost-effectiveness while maintaining high-quality deliverables.
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    More responsive than most other service providers

    Phaedra Solutions 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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    Growth Loops Technology Private Limited Logotype

    Growth Loops Technology Private Limited

    4.9 52 reviews
    $1,000+
    < $25 / hr
    10 - 49
    Kolkata, India

    Services provided

    40% Custom Software Development
    30% AI Development
    30% Mobile App Development

    Growth Loops Technology Private Limited is a versatile software development company specializing in mobile app development, UI/UX design, and AI systems. Receiving overwhelmingly positive feedback, with 100% satisfaction from clients, reviewers consistently commend the company's technical expertise, efficient project management, and commitment to client needs, noting that 70% of clients specifically praise their ability to deliver innovative solutions within budget.

    See all 52 projects

    Reviews mention Exceeds expectations

    Clients consistently report that Growth Loops Technology (P) Ltd exceeds expectations across various projects. For instance, a CEO noted their dedication to understanding specific needs and delivering solutions that significantly improved operational efficiency. Similarly, a Vice President highlighted that all project deliverables were completed on time, often with enhancements, and expressed satisfaction with the team's warmth and collaboration. An executive from Creatives Matter LLC praised their ability to turn complex ideas into functional applications, stating that the work surpassed expectations.
    • Software Dev & UI/UX Design for Business Consulting Company
      5.0 Mar 21, 2024

      We were particularly pleased with Growth Loops Technology (P)'s dedication to comprehending our particular needs and providing a solution that went above and beyond our expectations.

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    • Machine Learning Tool Enhancement for Mobile Comms Company
      5.0 Mar 13, 2024

      Every delivery was completed on schedule and with enhancements. The first expectations were exceeded. They took ownership of the project and frequently offered suggestions for enhancements or brand-new features.

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    • Web App Design & Developemnt for Marketing Company
      5.0 Dec 20, 2023

      Growth Loops Tech delivered ahead of schedule and met milestones without delays. Their work exceeded our expectations.

      Read Full Review
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    Average Project Cost Breakdown

    $10,000 to $49,000 (11) Less than $10,000 (4) $50,000 to $199,999 (4) $200,000 to $999,999 (2)

    What Clients Have Said

    Clients consistently highlight Growth Loops Technology Pvt Ltd's competitive pricing and excellent value for money. Feedback indicates that their cost aligns well with client budgets, with one CEO noting, "Good value for cost" and another stating, "Pricing fit our budget." Overall sentiment reflects satisfaction with the quality of services delivered relative to the price, with multiple reviews praising the company's ability to meet and exceed expectations without compromising on quality.
    Read All Reviews

    More responsive than most other service providers

    Growth Loops Technology Private Limited 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 (14) England (6) Canada (1) Denmark (1) France (1) Switzerland (1) Thailand (1) Ukraine (1)
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  • Snap40 Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Edinburgh , Scotland

    Services provided

    50% AI Development
    50% Custom Software Development

    Snap40 is a custom software development company and AI company. The team specializes in Custom Software Development and Artificial Intelligence and is in Edinburgh , Scotland.

    Read more
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  • Yakara Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Edinburgh , Scotland

    Services provided

    50% AI Development
    50% Custom Software Development

    Yakara Ltd is a small software development firm and artificial intelligence development company. Established in 1995, the team specializes in Custom Software Development and Artificial Intelligence.

    Read more
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  • Featured

    What are Featured Providers?

    TechnoYuga Logotype

    TechnoYuga

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

    Services provided

    50% AI Development
    25% Custom Software Development
    25% Mobile App 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
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In recent reviews, clients commend TechnoYuga Soft Pvt. Ltd. for their professionalism, effective project management, and the delivery of high-quality solutions. One client noted the development of a user-friendly financial dashboard that significantly improved reporting accuracy and decision-making efficiency. Another highlighted the company's adaptability and commitment to exceeding expectations. Overall, the sentiment is highly positive, with clients appreciating the value for cost and the alignment of company values.
    Read 1 Recent Review

    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
    S-PRO Logotype

    S-PRO

    4.9 46 reviews
    Verified
    $25,000+
    $50 - $99 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    35% Web Development
    25% AI Development
    15% Mobile App Development +4 services
    10% Blockchain
    10% Custom Software Development
    3% AI Consulting
    2% IT Strategy Consulting

    S-PRO is a software development company specializing in custom software solutions, mobile and web applications, and integration of modern technologies like blockchain and fintech platforms. Reviews indicate a highly satisfied clientele, with 100% positive feedback highlighting their flexibility, professionalism, and exceptional project management skills. Around 90% of reviewers commend their adaptability to specific client needs and their robust communication, even amidst challenging circumstances such as the geopolitical situation in Ukraine.

    See all 46 projects

    Reviews mention Reasonable pricing

    Clients have expressed positive sentiment regarding S-PRO's reasonable pricing. One client noted that they chose S-PRO for their competitive rates compared to U.S. agencies, stating, 'the agencies over here would’ve demanded an insane amount of money.' Another client highlighted their satisfaction with the costs, remarking on the reasonable pricing relative to in-house hiring. Overall, feedback indicates that clients appreciate the value received for the investment made with S-PRO.
    • Inventory Management System Dev for E-Commerce Company
      5.0 May 20, 2021

      The results we’ve had so far have been great; we haven't bothered to look for a different company. Their pricing is really fair, and the communication is on a professional level, but they’re still friendly and easy to talk to.

      Read Full Review
    • Web & Mobile App Dev for Healthcare Company
      5.0 May 22, 2018

      From a business and budget point of view, the collaboration was quite good. Even though they estimated precisely, there was a one-week error. Since they were working on a fixed-cost basis, we still could maintain our budget. When we identified one issue, they were willing to resolve it without any further cost.

      Read Full Review
    • Web & Mobile App Dev for Healthcare Company
      5.0 May 22, 2018

      They assigned him to us at a lower price, and he did a great job regardless. They compensated for his lack of experience by only charging us for every second hour of his work. Within one month, S-PRO found a skilled permanent replacement that had the exact skills we needed.

      Read Full Review
    • Web & Mobile App Dev for Healthcare Company
      5.0 May 22, 2018

      Having specifications in place helps, but we decided to delegate this task to S-PRO. It worked well to connect our product owner to their project manager. This did mean we had to pay for that resource’s time, but thankfully, they have reasonable pricing.

      Read Full Review
    • iOS TV & Live Broadcast App Dev
      5.0 Jul 18, 2017

      They have really experienced engineers, and their prices are reasonable compared to bringing people in-house to manage the project.

      Read Full Review
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    Industry Experience

    S-PRO has demonstrated strong expertise across various industries, particularly in Advertising & Marketing, Financial Services, Energy, and Healthcare. Clients noted their ability to deliver tailored solutions, enhance user engagement, and improve operational efficiency. Overall sentiment is positive, with praise for their adaptability, communication, and technical skills. Their impact is particularly significant in the financial sector, where they support complex regulatory compliance, while their work in healthcare underscores their capability in developing user-friendly applications. This makes them a suitable partner for projects in these areas.

    Read All Reviews

    Select Industry to see insights

    Energy & natural resources Consulting Financial services Software Healthcare Real estate Business services Food & Beverages Retail Nonprofit IT Services Arts, entertainment & music Telecommunications Utilities Environmental Services Information technology Media Manufacturing Human Resources Consumer Products Sports Advertising & marketing Other industries

    Average Project Cost Breakdown

    $50,000 to $199,999 (17) $10,000 to $49,000 (13) $200,000 to $999,999 (9) Less than $10,000 (3) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Overall, clients consistently praised S-PRO for their competitive pricing relative to the value provided. For instance, one client noted they received 'good value for cost,' while another emphasized that S-PRO delivered 'everything on time and in budget.' Clients appreciated the transparency and responsiveness of the team, which enhanced their project management experience. However, some feedback suggested that while costs were justifiable, there were occasional concerns about communication and project management efficiency, indicating room for improvement in these areas.
    Read All Reviews

    More responsive than most other service providers

    S-PRO 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
    CodeNinja Logotype

    CodeNinja

    5.0 53 reviews
    Premier Verified
    $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 Accessible

    Clients have consistently praised CodeNinja for their accessibility and responsiveness throughout the project lifecycle. One CEO highlighted that the team was 'always available to respond to our queries and discuss our concerns,' demonstrating a commitment to open communication. Regular meetings via Skype ensured that project progress was effectively reviewed. Overall, the sentiment regarding accessibility is overwhelmingly positive, with clients appreciating the team's availability and proactive engagement.
    • Custom Software Development for Cricket Digital Scoreboard
      5.0 Jul 8, 2021

      They were always available to respond to our queries and discuss our concerns. We had meetings on a daily basis mainly on Skype to review the tasks and progress. Besides their professionalism, the out-of-the-box thinking and problem-solving skills of the team impressed us the most.

      Read Full Review
    Read All Reviews
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback on CodeNinja has been overwhelmingly positive. Notably, a CEO from TAM Consulting praised their effective project management and responsiveness to evolving needs, highlighting the successful implementation of a compliant SaaS accounting system. Clients appreciated CodeNinja's transparent communication and ability to meet deadlines, with specific outcomes including ZATCA certification and reliable bank reconciliation. Overall, clients expressed satisfaction and a willingness to collaborate with CodeNinja again.
    Read 1 Recent Review

    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.

    Read All Reviews

    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.
    Read All Reviews
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  • AutoBlock Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Cambridge, MA

    Services provided

    50% AI Development
    50% Blockchain

    AutoBlock is a Cambridge, Massachusetts-based AI firm and Blockchain company. They provide Artificial Intelligence and Blockchain and were established in 2012.

    Read more
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  • Whisk.com (Foodient Ltd.) Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Birmingham , England

    Services provided

    50% AI Development
    50% Custom Software Development

    Whisk.com (Foodient Ltd.) is a software development firm and AI development company. Established in 2012, their team focuses on Custom Software Development and Artificial Intelligence.

    Read more
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  • Featured

    What are Featured Providers?

    Trigma Logotype

    Trigma

    5.0 132 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Sahibzada Ajit Singh Nagar, India

    Services provided

    30% AI Development
    10% AI Agents
    10% AI Consulting +7 services
    10% Custom Software Development
    10% Generative AI
    10% Mobile App Development
    5% AR/VR Development
    5% Cloud Consulting & SI
    5% IoT Development
    5% Web Development

    Trigma is a versatile technology firm specializing in AI-driven solutions, software development, and platform integration. Across the reviews, clients consistently praise Trigma's technical expertise, timely project delivery, and responsive support. Approximately 90% of the reviews highlight their effective project management and technical knowledge, while no significant areas for improvement are mentioned, indicating a high level of client satisfaction.

    See all 132 projects
    3 of 3 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 3 times in the past 6 months

    Over the past six months, clients have expressed high satisfaction with Trigma's services, particularly highlighting their expertise in AI integration and project management. One CEO praised Trigma for delivering a fully functional learning platform, noting its user-friendly design and seamless operations. Another client reported significant improvements in efficiency following an AI-driven solution implementation. Overall, feedback emphasizes the team's responsiveness, technical skills, and commitment to client success, with no notable areas for improvement identified.
    Read 3 Recent Reviews

    Industry Experience

    Trigma has demonstrated strong capabilities across various industries, including Information Technology, Manufacturing, Financial Services, and Education. Clients praised their expertise in AI integration, custom software development, and project management, noting enhanced operational efficiency and effective communication. In the IT sector, they excelled in web and mobile applications, while in Manufacturing, they streamlined workflows with tailored ERP solutions. Sentiment remains highly positive overall, indicating that Trigma is well-suited for projects requiring innovative technology solutions across these sectors.

    Read All Reviews

    Select Industry to see insights

    Media Advertising & marketing Information technology Nonprofit Utilities Other Industry Real estate Software Financial services IT Services Healthcare Business services Food & Beverages Sports Automotive Retail Arts, entertainment & music Government Publishing Consumer Products Hospitality & leisure Manufacturing Education

    Average Project Cost Breakdown

    $10,000 to $49,000 (25) $50,000 to $199,999 (13) Less than $10,000 (11) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients consistently highlight Trigma's strong value for money, with many noting that their pricing fit within budget while delivering high-quality solutions. One client emphasized choosing Trigma for their 'good value for cost,' while another mentioned 'excellent support' at a reasonable price. Overall, feedback indicates a positive sentiment regarding the cost-effectiveness of Trigma's services, with clients appreciating the balance between affordability and quality.
    Read All Reviews

    More responsive than most other service providers

    Trigma 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
    LANARS Logotype

    LANARS

    5.0 15 reviews
    Verified
    $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 comprehensive technology solutions provider specializing in mobile and web app development, cloud services, and integration of advanced technologies such as AI and IoT. The reviews highlight their exceptional project management, flexibility, and ability to meet deadlines, with a 100% satisfaction rate reported across various projects. Many clients commend LANARS for their effective communication and adaptability to changing project scopes, making them a reliable partner for complex and evolving digital solutions.

    See all 15 projects
    2 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Over the past six months, client feedback on LANARS has been overwhelmingly positive. Clients praised their reliability and flexibility, noting successful project outcomes such as a 37% increase in conversion rates and significant improvements in inspection processes. One client highlighted LANARS' ability to adapt to scope changes while maintaining deadlines. While some suggested enhancements in communication, overall sentiment reflects satisfaction with LANARS' skill set and professionalism in project execution.
    Read 2 Recent Reviews

    Industry Experience

    LANARS has demonstrated strong expertise across various industries, including construction, manufacturing, information technology, financial services, and business services. Clients have praised their ability to deliver tailored solutions, such as mobile and web applications, with a focus on user experience and technical robustness. Overall sentiment is highly positive, highlighting their effective communication, project management, and adaptability. Industries such as IT and financial services show particular strength, making LANARS a suitable choice for clients seeking reliable development partnerships.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Financial services Business services Construction Information technology

    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

    Clients consistently express satisfaction with LANARS' cost and value for money. Many reviewers noted that LANARS provided high-quality work that justified their pricing, with one client stating, "their pricing fit our budget, and they offered good value for the cost." Another remarked on their honesty regarding estimates, stating, "they gave us a very good quote in the beginning to compete with other agencies." Overall, the sentiment reflects that LANARS delivers significant value relative to their pricing.
    Read All Reviews

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
    View Profile Visit Website
    Leobit Logotype

    Leobit

    4.9 54 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    25% Custom Software Development
    20% AI Development
    15% Web Development +4 services
    10% AI Agents
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Leobit is a software development company specializing in custom software solutions, mobile app development, and web modernization. Across various projects, clients consistently praise Leobit for their technical expertise, proactive communication, and timely delivery. With a focus on aligning with client budgets and values, approximately 90% of reviews emphasize their strong project management and ability to exceed expectations.

    See all 54 projects

    Reviews mention Meets deadlines

    The feedback regarding Leobit's ability to meet deadlines is overwhelmingly positive. A Senior IT Director from Cloudvirga noted, 'Leobit has been a fantastic partner and continuously delivered robust solutions in a timely manner.' They consistently met or exceeded expectations, delivering quality code and features aligned with the project roadmap. This level of reliability indicates a strong commitment to project timelines and client satisfaction.
    • Staff Augmentation & Web App Development for SaaS Company
      5.0 May 9, 2025

      Leobit has been a fantastic partner and continuously delivered robust solutions in a timely manner. They meet or exceed my needs and expectations.

      Read Full Review
    Read All Reviews

    Industry Experience

    Leobit has demonstrated extensive expertise across various industries, notably in Advertising & Marketing, Financial Services, Real Estate, and Healthcare. Clients praised their ability to deliver high-quality software development, timely project management, and strong technical skills, particularly in .NET, Angular, and mobile app development. The company is recognized for their collaborative approach and flexibility in adapting to client needs, making them an ideal partner for organizations seeking reliable development support in these sectors.

    Read All Reviews

    Select Industry to see insights

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

    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

    Clients consistently express satisfaction with Leobit's cost-effectiveness and value for money. For instance, one client highlighted that Leobit's pricing aligned well with their budget while delivering high-quality results, stating they received 'good value for cost.' Another noted that the team provided several cost optimization options tailored to their non-profit budget. Overall, feedback emphasizes that Leobit offers competitive pricing without compromising on quality, making them a reliable choice for various projects.
    Read All Reviews

    View projects from:

    United States (22) Norway (5) Switzerland (4) England (3) Germany (3) Sweden (2) Estonia (2) Ukraine (2) Netherlands (1) Singapore (1) Poland (1) Belgium (1) Luxembourg (1) Hong Kong (1) Denmark (1)
    View Profile Visit Website
  • Sequium Asset Solutions, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Marietta, GA

    Services provided

    50% AI Development
    25% Accounting
    25% Cloud Consulting & SI

    AI development company Sequium Asset Solutions, LLC was launched in 2016. The small team focuses on Artificial Intelligence and Accounting.

    Read more
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  • PolyAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    50% AI Development
    25% AR/VR Development
    13% Customer Service Outsourcing +1 service
    12% Call Center Services

    Founded in 2017, PolyAI is a small London, England-based AI company. Their services include Artificial Intelligence and AR/VR development.

    Read more
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  • AVORA Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    AVORA is an AI company and data analytics company. They offer Artificial Intelligence and BI & big data consulting & SI and were founded in 2014. The company is headquartered in London, England.

    Read more
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  • Hertzian Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Truro, England

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Hertzian is an AI development company and big data company founded in 2015. The team focuses on Artificial Intelligence and BI & big data consulting & SI and is in Truro, England.

    Read more
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  • Qutee Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    50% AI Development
    50% Market Research

    Artificial intelligence development company and Market Research company Qutee is headquartered in London, England. They offer Artificial Intelligence and Market Research and were established in

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  • Cognitiv+ Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    50% AI Development
    50% Business Consulting

    Cognitiv+ is a London, England-based artificial intelligence company and Business Consulting company. The team focuses on Artificial Intelligence and Business Consulting.

    Read more
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  • Reach Robotics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bristol, England

    Services provided

    50% AI Development
    50% AR/VR Development

    Reach Robotics is an AI firm and AR/VR development company. The team specializes in Artificial Intelligence and AR/VR development and is located in Bristol, England.

    Read more
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  • Decooda Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Atlanta, GA

    Services provided

    50% AI Development
    50% Business Consulting

    Established in 2010, Decooda is a small Atlanta, Georgia-based artificial intelligence company and Business Consulting company. Their services include Artificial Intelligence and Business

    Read more
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  • Daisee Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    St Leonards, Australia

    Services provided

    50% AI Development
    50% Custom Software Development

    Launched in 2017, Daisee is a small software development company and artificial intelligence company. Their services include Custom Software Development and Artificial Intelligence.

    Read more
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  • FluroSat Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Eveleigh, Australia

    Services provided

    50% AI Development
    50% Custom Software Development

    FluroSat, a custom software development company and AI development company, is in Eveleigh, Australia. They specialize in Custom Software Development and Artificial Intelligence.

    Read more
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  • Salsa Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Collingwood, Australia

    Services provided

    50% AI Development
    50% Web Development

    Salsa Digital is an AI company and website development company. Located in Collingwood, Australia, the agency was launched in 2003. Their services include Artificial Intelligence and Web

    Read more
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  • Blackbook.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    South Brisbane, Australia

    Services provided

    50% AI Development
    50% Blockchain

    Blackbook.ai is an artificial intelligence development company and Blockchain company established in 2013. Their services include Artificial Intelligence and Blockchain.

    Read more
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  • Zolon Tech, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Herndon, VA

    Services provided

    50% AI Development
    50% Blockchain

    Zolon Tech, Inc. Is a small AI company and Blockchain company headquartered in Herndon, Virginia. The team provides Artificial Intelligence and Blockchain.

    Read more
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  • AiCare Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    San Jose, CA

    Services provided

    50% AI Development
    50% IoT Development

    AiCare is an AI firm and IoT development company. They were founded in 2016 and specialize in Artificial Intelligence and IoT development.

    Read more
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  • Xnor AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Seattle, WA

    Services provided

    50% AI Development
    50% IoT Development

    Small AI development company and IoT development company Xnor AI, is in Seattle, Washington. Their services include Artificial Intelligence and IoT development.

    Read more
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  • Elevat Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Seattle, WA

    Services provided

    50% AI Development
    50% IoT Development

    Elevat is an AI development company and IoT development company founded in 2015. The team focuses on Artificial Intelligence and IoT development and is headquartered in Seattle, Washington.

    Read more
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  • OnDemand Mobile & Web Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Woodstock, GA

    Services provided

    50% AI Development
    50% AR/VR Development

    Small artificial intelligence company and AR/VR development company OnDemand Mobile & Web Solutions, is in Woodstock, Georgia. The team focuses on Artificial Intelligence and AR/VR development.

    Read more
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  • Knex Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Norcross, GA

    Services provided

    50% AI Development
    50% IoT Development

    Knex Inc. Is an AI company and IoT development company. In Norcross, Georgia, the team provides Artificial Intelligence and IoT development.

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  • SAM AI, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Newark, NJ

    Services provided

    50% AI Development
    25% Email Marketing
    25% Social Media Marketing

    SAM AI, Inc., an artificial intelligence company, was launched in 2016. The firm provides Artificial Intelligence and Email Marketing.

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  • Curata Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Boston, MA

    Services provided

    50% AI Development
    50% Content Marketing

    Established in 2007, Curata, a small AI development company and Content Marketing company, is in Boston, Massachusetts. Their services include Artificial Intelligence and Content Marketing.

    Read more
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  • Patheer Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Quincy, MA

    Services provided

    50% AI Development
    50% Corporate Training & Coaching

    Patheer, an artificial intelligence company and Corporate Training & Coaching company, was founded in 2013. The firm provides Artificial Intelligence and Corporate Training & Coaching, and is small.

    Read more
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  • Veo Robotics, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Waltham, MA

    Services provided

    50% AI Development
    50% Product Design

    Launched in 2016, Veo Robotics, Inc. Is an AI company and Product Design company. Their services include Artificial Intelligence and Product Design.

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  • LogoMix Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Boston, MA

    Services provided

    50% AI Development
    50% Logo

    LogoMix, an AI firm and Logo company, was launched in 2006. The company provides Artificial Intelligence and Logo, and is small.

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  • Ariston Tek Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Jersey City, NJ

    Services provided

    50% AI Development
    50% Blockchain

    Small artificial intelligence firm and Blockchain company Ariston Tek Inc, is based in Jersey City, New Jersey. The team provides Artificial Intelligence and Blockchain.

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  • Pinn Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Redwood City, CA

    Services provided

    50% AI Development
    50% Cybersecurity

    Based in Redwood City, California, Pinn is an artificial intelligence development company and Cybersecurity company. The team offers Artificial Intelligence and Cybersecurity.

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  • Rulai, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Campbell, CA

    Services provided

    50% AI Development
    50% Customer Service Outsourcing

    Small artificial intelligence company and Customer Service Outsourcing company Rulai, Inc., is in Campbell, California. Their services include Artificial Intelligence and Customer Service

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  • PLM Logix Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Saratoga, CA

    Services provided

    50% AI Development
    50% Blockchain

    PLM Logix is an artificial intelligence firm and Blockchain company. Their team is in Saratoga, California. The agency focuses on Artificial Intelligence and Blockchain.

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  • Adelphic Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Waltham, MA

    Services provided

    50% AI Development
    50% Advertising

    Adelphic, an Advertising and artificial intelligence firm, focuses on Advertising and Artificial Intelligence. The firm is based in Waltham, Massachusetts.

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  • XMPro Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dallas, TX

    Services provided

    50% AI Development
    50% IoT Development

    XMPro is an artificial intelligence development company and IoT development company. They are in Dallas, Texas, and their services include Artificial Intelligence and IoT development.

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  • BlockQAI, LLC. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Richardson, TX

    Services provided

    50% AI Development
    50% Blockchain

    BlockQAI, LLC. Is a Richardson, Texas-based AI development company and Blockchain company. Their services include Artificial Intelligence and Blockchain.

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  • Instrumental Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Palo Alto, CA

    Services provided

    50% AI Development
    50% IoT Development

    Instrumental Inc. Is an artificial intelligence firm and IoT development company. Established in 2015, their team offers Artificial Intelligence and IoT development.

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  • DeepThink Health Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Richmond, CA

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    DeepThink Health, an artificial intelligence company and data analytics company, was established in 2018. The team provides Artificial Intelligence and BI & big data consulting & SI.

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  • 2nd Order Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Glen Allen, VA

    Services provided

    50% AI Development
    50% Business Consulting

    2nd Order Solutions is an AI company and Business Consulting company. Their small team is headquartered in Glen Allen, Virginia. Their services include Artificial Intelligence and Business

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  • EdConnective Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Richmond, VA

    Services provided

    50% AI Development
    50% Corporate Training & Coaching

    EdConnective is an AI firm and Corporate Training & Coaching company. Their team is in Richmond, Virginia. The company specializes in Artificial Intelligence and Corporate Training & Coaching.

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  • modbi Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Waukesha, WI

    Services provided

    50% AI Development
    50% IoT Development

    Modbi is a small AI development company and IoT development company. Launched in 2017, the team offers Artificial Intelligence and IoT development.

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  • Telegraph Hill Software Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    San Francisco, CA

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Telegraph Hill Software is a San Francisco, California-based AI development company and big data analytics company. The team offers Artificial Intelligence and BI & big data consulting & SI.

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  • Arytic US Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Austin, TX

    Services provided

    50% AI Development
    50% HR Outsourcing

    Headquartered in Austin, Texas, Arytic US is an AI development company and HR Outsourcing company. Founded in 2019, the team specializes in Artificial Intelligence and HR Outsourcing.

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  • Cognistx Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Winston-Salem, NC

    Services provided

    50% AI Development
    50% Custom Software Development

    Established in 2015, Cognistx is a custom software development firm and AI company. The firm provides Custom Software Development and Artificial Intelligence.

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  • Omni Federal Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Gainesville, VA

    Services provided

    50% AI Development
    50% IoT Development

    Omni Federal, an artificial intelligence firm and IoT development company, was established in 2017. The firm specializes in Artificial Intelligence and IoT development.

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Why Trust Clutch

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

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

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We evaluate service providers using a structured methodology that combines:

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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 Quytech
2 NineTwoThree AI Studio
3 tkxel
4 fxis.ai
5 Neoteric
6 STX Next
7 blackthorn.ai
8 Dotsquares
9 Valere
10 Fingent
11 ServReality
12 Scopic
13 Edvantis
14 BlueLabel
15 GenAI.Labs USA

List of the Best Artificial Intelligence Companies

  3. tkxel Logotype

    tkxel

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

    Ability to deliver

    39.5/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  5. Neoteric Logotype

    Neoteric

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

    Ability to deliver

    39.3/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  7. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

    39.1/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  8. Dotsquares Logotype

    Dotsquares

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

    Ability to deliver

    39/40.0
    19.6/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  9. Valere Logotype

    Valere

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

    Ability to deliver

    38.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

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

    Fingent

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

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  11. ServReality Logotype

    ServReality

    $50,000+
    $25 - $49 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

    38.7/40.0
    20/20 Reviews
    9.1/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  12. Scopic Logotype

    Scopic

    $10,000+
    $50 - $99 / hr
    250 - 999
    Marlborough, MA

    Ability to deliver

    39.5/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  13. Edvantis Logotype

    Edvantis

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

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  17. DigitalSuits Logotype

    DigitalSuits

    $5,000+
    $25 - $49 / hr
    50 - 249
    Miami, FL

    Ability to deliver

    38.3/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  18. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

    $50,000+
    $50 - $99 / hr
    250 - 999
    London, England

    Ability to deliver

    38.1/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  19. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

    39.1/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  21. Deviniti Logotype

    Deviniti

    $25,000+
    $50 - $99 / hr
    250 - 999
    Wrocław, Poland

    Ability to deliver

    37.9/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  22. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

    37.9/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  24. RebelDot Logotype

    RebelDot

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

    Ability to deliver

    37.8/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

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

    AnyforSoft

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

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  26. Osedea Logotype

    Osedea

    $50,000+
    $150 - $199 / hr
    50 - 249
    Montréal, Canada

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  27. Orases Logotype

    Orases

    $75,000+
    $150 - $199 / hr
    50 - 249
    Frederick, MD

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

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

    BotsCrew

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

    Ability to deliver

    37.7/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    100% AI Development
    View Profile Visit Website
  29. Qubika Logotype

    Qubika

    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Ability to deliver

    37.7/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  30. The NineHertz Logotype

    The NineHertz

    $25,000+
    $50 - $99 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

    38.6/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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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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