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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 to start automating and streamlining even further.
Ratings Updated: April 21, 2026
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15 Leaders 15 Contenders

22,012 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 Personable

    The feedback highlights Simform's personable approach, with clients appreciating the strong relationships built with their teams. One client noted that their Delivery Manager understood their business needs intimately, while another emphasized the ease of communication and the integrity displayed by the team. Overall, the sentiment is highly positive, with clients feeling as if they had known the Simform team for years, which significantly enhanced collaboration and project outcomes.
    • Web Dev & Database Management for Data Analytics Company
      5.0 Jul 7, 2022

      The project manager is very personable, and they take the time to understand my business needs and technical needs. Moreover, the team delivers on time and within budget. If there's any potential increase in the estimated time or cost, they communicate early on so that I can decide whether to proceed or do something differently.

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    • Custom Software Dev for Software & AI Design Company
      4.5 May 9, 2022

      Their lead time, flexibility, and personal touch are impressive. I know that our Delivery Manager has really got to know our business and knows exactly the sort of candidate we need.

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

      Beyond their reasonable price structure and technical knowledge, their team is reliable and productive. It’s easy to communicate with them. Furthermore, they approach the project with a high level of integrity. It felt as if we had known their team for years because of how personable they were.

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    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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Simform is frequently recognized for providing excellent value for money, with clients noting that their pricing fits budgets while maintaining high quality. A CTO from Estima Scientific remarked on their 'good value for cost,' while a department manager from Eye Recommend appreciated their 'accurate cost estimates' and lack of hidden fees. Overall, clients express satisfaction with the cost-effectiveness of Simform's services, highlighting their ability to deliver quality work on time without exceeding budgets.
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    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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    Innowise Logotype

    Innowise

    4.9 72 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    1,000 - 9,999
    Warszawa, Poland

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +7 services
    10% BI & Big Data Consulting & SI
    10% Blockchain
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Cybersecurity
    10% IT Staff Augmentation
    10% Mobile App Development

    Innowise is a versatile technology solutions provider offering services such as custom database creation, data management, software development, and DevOps support. The company is consistently praised for its project management, timely delivery, and ability to integrate smoothly into client teams. Approximately 90% of reviewers commend Innowise's technical expertise and responsiveness, while some suggest improvements in documentation and visual detail handling. Overall, Innowise is recognized for delivering high-quality outcomes with a commitment to client satisfaction.

    See all 72 projects

    Reviews mention Autonomous

    The overall sentiment regarding the autonomy of Innowise Group is highly positive. Clients appreciate the team's responsiveness and independence, noting that the project was managed easily with minimal oversight. One client specifically highlighted the team's ability to work efficiently without losing time, emphasizing their direct access to developers and the proactive nature of the team. There were no reported areas for improvement, reinforcing the perception of their autonomy in project execution.
    • Custom Software Development for Gas Manufacturing Company
      5.0 Apr 28, 2022

      The project was managed autonomously via JIRA. We communicated mostly through that software itself. Their team submitted their work, we added suggestions, and then they would revise the application accordingly.

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    • Backend Development for IT Service Company
      5.0 Jun 6, 2021

      A project managed easily. Their team is autonomous, responsive, open, and the account manager speaks perfect French.

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    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, Innowise has received positive feedback for their ability to deliver custom database solutions efficiently. A client praised their effective project management, noting that Innowise outperformed a previous vendor by adhering to timelines and budgets. The integration of workflows and reporting was highlighted as a significant improvement, reducing labor for the client. Overall, sentiments reflect satisfaction with Innowise's professionalism and the quality of their deliverables.
    Read 1 Recent Review

    Industry Experience

    Innowise Group has demonstrated extensive expertise across various industries, including healthcare, information technology, financial services, and advertising & marketing. Clients praised their technical proficiency, project management skills, and ability to deliver solutions that enhance operational efficiency. Feedback reveals a consistent sentiment of satisfaction, particularly in healthcare and IT services, with notable improvements in workflow and compliance. Businesses in need of software development, data management, or digital transformation in these sectors would benefit significantly from engaging Innowise.

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    Select Industry to see insights

    Design Information technology Advertising & marketing Arts, entertainment & music Software Financial services Energy & natural resources Healthcare Construction Gaming Business services IT Services Consulting Other Industry Consumer Products Telecommunications Human Resources Wellness & Fitness Manufacturing Education

    View projects from:

    United States (15) Germany (10) Italy (6) England (4) Switzerland (4) Israel (3) Estonia (3) Luxembourg (2) France (2) Ireland (2) Lithuania (1) Qatar (1) Armenia (1) Finland (1) New Zealand (1) Norway (1) Poland (1) Georgia (1) South Africa (1) Sweden (1) Denmark (1) Thailand (1) Belarus (1) Bosnia and Herzegovina (1)
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    BlueLabel Logotype

    BlueLabel

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

    Services provided

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

    BlueLabel is a 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
    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 their exceptional project management and responsiveness, with clients praising timely deliveries and effective communication. For instance, the redesign of the Zip app not only met client expectations but also fostered a strong collaborative environment. Additionally, their AI assistant project significantly improved operational efficiencies, reducing lookup times by 75%. Overall, clients express high satisfaction with BlueLabel's commitment to quality and alignment with their business values.
    Read 2 Recent Reviews

    Industry Experience

    BlueLabel demonstrates substantial expertise across diverse industries, particularly in Manufacturing, Insurance, Telecommunications, and Healthcare. Reviews highlight their strengths in developing AI-driven solutions and modernizing workflows, resulting in improved efficiency and user engagement. In Manufacturing, they effectively digitized processes and enhanced knowledge management. In Insurance, they addressed claims automation, significantly speeding up response times. Overall, client feedback indicates that BlueLabel excels in responsiveness, project management, and cultivating collaborative relationships, making them a strong candidate for technology-driven projects across various sectors.

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    Select Industry to see insights

    Information technology Healthcare Agriculture Arts, entertainment & music Other industries Wellness & Fitness Food & Beverages Retail Research Nonprofit Media Education IT Services Sports Other Industry Advertising & marketing Automotive Government Design Construction Manufacturing Insurance Software Financial services

    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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  • Hyperion Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Boulogne-Billancourt, France

    Services provided

    100% AI Consulting

    Hyperion Consulting is a small AI Consulting company located in Boulogne-Billancourt, France. The team focuses on AI Consulting and Artificial Intelligence.

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  • Daly Ventures Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    New York, NY

    Services provided

    100% AI Consulting

    Daly Ventures, an AI Consulting company, focus on AI Consulting and Artificial Intelligence. They were launched in 2015.

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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 Professional

    Azumo has consistently received positive feedback regarding their professionalism across multiple projects. Clients have highlighted their responsiveness, effective communication, and the ability to meet deadlines. For instance, one client noted their 'excellent communication' and 'knowledgeable' team, while another praised their 'outstanding professionalism and honesty.' Additionally, clients appreciated their thorough project management processes that align well with client needs, resulting in high satisfaction and successful project outcomes.
    • Web Dev for Health Screening Solution Company
      5.0 Dec 21, 2022

      We found their responsiveness and time-zone alignment as the key factors to success. Also they have a pretty streamlined project management process in place which ensured timely deliveries of the features. The FO assigned to us was a key in project success. They are a very good and professional team. We didn't see many areas of improvement, especially in our case.

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    • Custom Software Development for Biomaterials Startup
      4.5 Feb 15, 2022

      I haven’t worked with many consultants before, so I’m not exactly sure what distinguishes them from their competitors. However, Azumo was very professional, knowledgeable, and had excellent communication. We’re pleased with the work Azumo provided, so I can think of nothing for them to improve.

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    • Architectural Designs for Blockchain Company
      5.0 Feb 15, 2022

      Their professionalism and honesty throughout the project were outstanding; they never tried to push particular solutions. Also, they were patient in explaining everything to us — we don’t have a technical background, so they translated all of our requirements into technical concepts. Spend more time upfront in the engagement so you can outline your goals.

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    • Dev for Digital Tool & Enterprise Platform
      5.0 Nov 30, 2018

      Our best interests are first in their minds, and they clearly care about our goals. They write all of our code and help clarify any language issues or issues we face. We have a wonderful experience with them and consider ourselves very lucky. They never took it personally and are always professional. The experience is great and the work speaks for itself.

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    • Artificial Intelligence Dev for Discovery Networks Latin America
      5.0 Nov 30, 2018

      Their development knowledge is impressive. They’ve been very professional and patient with Amazon’s requirements, which ask for very high standards. I’m very happy with them. We have daily communication and they always deliver before our deadlines.

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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 Openness

    Client feedback highlights WillowTree's openness and collaborative approach throughout their engagement. One client noted that WillowTree's team was 'extremely collaborative and open to our opinions,' effectively incorporating feedback while also providing necessary guidance. The client appreciated the rigorous research backing decision-making, which fostered trust. Additionally, the team maintained consistent communication, feeling like an integral part of the client's team despite geographical distance. Overall, the sentiment reflects strong satisfaction with WillowTree's openness and responsiveness.
    • App Design and UX Strategy for Financial Services Firm
      5.0 Feb 15, 2017

      WillowTree has come to feel like a part of my team, even though we work remotely. We have calls twice a week and are a synchronized team. WillowTree's team is open and smart, always on the cutting edge of their field. I have a lot of trust in them, which was a key point from the start.

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    • App Design and UX Strategy for Financial Services Firm
      5.0 Feb 15, 2017

      WillowTree's team is extremely collaborative and open to our opinions. They've taken our inputs and incorporated them in a way which made sense, but also pushed back when it was necessary.

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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.
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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

    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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  • AI Business Innovations Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Cork, Ireland

    Services provided

    100% AI Consulting

    AI Business Innovations, an AI Consulting company, was launched in 2019. The team offers AI Consulting and Artificial Intelligence.

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  • BotFingers Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Toronto, Canada

    Services provided

    90% AI Development
    10% AI Consulting

    BotFingers is a small artificial intelligence firm located in Toronto, Canada. Their services include Artificial Intelligence and AI Consulting.

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  • nnovativ Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Toronto, Canada

    Services provided

    100% AI Consulting

    Nnovativ, an AI Consulting company, was established in 2019. They provides AI Consulting and Artificial Intelligence.

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  • Data Center Hitec Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Greater Sudbury, Canada

    Services provided

    100% AI Consulting

    Data Center Hitec is an AI Consulting company founded in 2019. Their team specializes in AI Consulting and Artificial Intelligence.

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  • Greenware Servives Logotype

    Greenware Servives

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Consulting

    AI Consulting company Greenware Servives is headquartered in Mississauga, Canada. Launched in 2018, the team specializes in AI Consulting and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified
    $1,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    50% AI Development
    20% Custom Software Development
    15% AI Consulting +3 services
    5% Generative AI
    5% IT Staff Augmentation
    5% UX/UI Design

    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

    Reviews mention Great team

    Clients consistently commend Phaedra Solutions for their exceptional team, highlighting their reliable and trustworthy nature in managing software projects. One client noted their impressive office environment and high-level talent management, stating it is 'top-notch' and comparable to global standards. Additionally, their ability to meet unique project requirements and ensure success through tailored team composition further reinforces the positive sentiment regarding their team's capabilities.
    • Customer Portal & UI Design & Dev for Locksmith Company
      4.5 Jul 9, 2021

      One of the biggest aspects of the relationship is that we can work together as one team, going back and forth to figure out solutions. We might identify something that we want, and they’ll recommend a different approach. In the end, we meet in the middle and get something that was better than what each side started with.

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    3 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    Recent client feedback on Phaedra Solutions highlights their exceptional project management, timeliness, and effective communication. Clients praised their professionalism and ability to deliver high-quality solutions, with one noting a complete application capable of generating estimates through AI workflows. Another client reported a significant reduction in bugs and increased client adoption. Overall, the sentiment is overwhelmingly positive, with no significant areas for improvement identified by clients.
    Read 4 Recent Reviews

    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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    Growth Loops Technology Private Limited Logotype

    Growth Loops Technology Private Limited

    4.9 51 reviews
    Verified
    $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 51 projects

    Reviews mention Well-organized projects

    Clients have consistently praised Growth Loops Technology Pvt Ltd for their well-organized project management and timely delivery. One client highlighted their strong communication and detail-oriented approach, stating they are 'highly responsive' and 'proactive.' The use of Trello for project management was specifically noted as effective. Overall, the sentiment reflects a high level of satisfaction with their organized processes and ability to adapt quickly to changes, with no areas for improvement identified.
    • Mobile App Dev for Referee Knowledge Platform
      5.0 Oct 24, 2024

      Growth Loops Technology Pvt Ltd supplies strong communication and meets deadlines. They are highly responsive, detail-oriented, and organized. They lay things out clearly for us and are proactive. Growth Loops Technology Pvt Ltd uses Trello for project management and email for communication.

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    Industry Experience

    Growth Loops Technology Private Limited has demonstrated significant expertise across various industries, including Insurance, Financial Services, IT Services, Software, Healthcare, Telecommunications, and Advertising & Marketing. Clients commend their strong project management, technical proficiency, and responsiveness, resulting in enhanced user engagement and productivity. Positive sentiments highlight their innovative solutions, budget-friendly pricing, and ability to foresee client needs, establishing them as a reliable partner for organizations seeking effective software and app development.

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    Select Industry to see insights

    Insurance Software IT Services Financial services Social Networking Other industries Manufacturing Advertising & marketing Healthcare Construction Real estate Consulting Business services Telecommunications

    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.
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    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.
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    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

    Reviews mention Exceptional performance

    Clients have expressed exceptional satisfaction with TechnoYuga Soft Pvt. Ltd.'s performance, highlighting their meticulous project management and commitment to quality. One client noted, 'They treated Interp like their own product,' emphasizing their hands-on approach and responsiveness. Another remarked on their 'attention to detail' and alignment with brand ethos. Both reviews commend the timely delivery of milestones and the seamless user experience of the developed applications, reflecting a high level of professionalism and expertise.
    • Mobile App Development for Interpreter Data Company
      5.0 Apr 11, 2025

      Users appreciated the seamless call experience, and we’ve consistently received positive feedback on usability and stability. The real-time booking system and multilingual features have been well-received, allowing us to begin forming strategic partnerships within our target markets. Technoyuga’s project management was excellent. They were very organized and conducted weekly review calls to showcase progress and gather feedback.

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    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.

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    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.
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    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)
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  • Aquiles Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Barcelona, Spain

    Services provided

    100% AI Consulting

    Aquiles Solutions is an AI Consulting company founded in 2014. The team specializes in AI Consulting and Artificial Intelligence and is located in Barcelona, Spain and Zaragoza, Spain.

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  • DSP Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

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

    DSP is a London, England-based cloud consulting & SI company. The team offers cloud consulting & SI and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    S-PRO Logotype

    S-PRO

    4.9 46 reviews
    Verified
    $25,000+
    $25 - $49 / 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 Receptive

    Clients have expressed a positive sentiment regarding S-PRO's receptiveness and attentiveness. The CTO's direct involvement in refining project ideas was particularly appreciated, demonstrating a commitment to client needs. One client noted, "They were very attentive to my feedback" and emphasized the importance of collaboration, stating, "It’s a team effort." Communication improved significantly over time, with one client remarking, "They handled my requests really well." Overall, clients feel valued and supported throughout their projects.
    • Custom Mobile App Dev & Design for P2P Freelance Solution
      5.0 Jan 22, 2020

      The app is complicated and there’s room for a lot of dualities. They handled it well despite the difficulties along the way. It wasn’t easy sometimes, but they were very attentive to my feedback. Whenever there was a critical issue from my side, they were very reactive and took it very seriously.

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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.

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    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

    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 projects from:

    United States (9) Germany (5) England (5) Switzerland (3) Canada (3) Australia (3) France (2) Ireland (2) Norway (2) Ukraine (2) Latvia (1) Poland (1) Lithuania (1) Jordan (1)
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    CodeNinja Logotype

    CodeNinja

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

    Services provided

    60% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation

    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 Receptive

    Clients consistently praised CodeNinja for their receptiveness to feedback and commitment to understanding project requirements. One client noted their 'open-mindedness and receptiveness to feedback,' which facilitated alignment with the client's vision. Another highlighted CodeNinja's 'client-first approach,' emphasizing their attentiveness and tailored solutions. Overall, the sentiment reflects a strong appreciation for CodeNinja's collaborative attitude and dedication to client satisfaction.
    • Custom Software Development for Visualization Studio
      4.5 May 13, 2024

      What impressed us most about CodeNinja was their commitment to adopting a client-first approach. Their dedication to understanding our needs and tailoring solutions accordingly demonstrated a level of attentiveness and customer-centricity that set them apart.

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    • Web App Dev & Design for Construction Company
      5.0 Jun 4, 2023

      Most noteworthy was the team’s open-mindedness and receptiveness to feedback. They actively sought our input throughout the development process, valuing our perspective and ensuring that the final product aligned with our vision and requirements.

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    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 for CodeNinja has been overwhelmingly positive. A CEO from TAM Consulting praised their effective project management and responsiveness to evolving requirements, noting the successful delivery of a compliant cloud-based accounting system. Key achievements included ZATCA certification and accurate VAT reporting. Clients highlighted the company's transparency and timely communication, indicating a strong potential for future collaboration. Overall, the sentiment reflects satisfaction with CodeNinja's capabilities and commitment to quality.
    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

    View projects from:

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

    Reviews mention Great project management

    Clients have consistently praised LANARS for their exceptional project management capabilities. One client highlighted the effectiveness of having a single project manager as a point of contact, which streamlined communication and execution. They noted LANARS's fast, structured approach, stating, 'Great!' in their assessment of project management. Overall, the sentiment reflects strong satisfaction with LANARS's ability to accommodate client requests and deliver results efficiently.
    • Web Development for Baby Product Testing
      5.0 Jul 4, 2019

      They've worked so hard to accommodate all our wishes when it comes to both functionality and design. They work fast, structured, and are not too pricy. They're also very nice people. They're fast and they have a lot of competencies. They manage to solve everything we ask for.

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    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.
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    View projects from:

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

    Aitheon

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    50% Custom Software Development
    25% AI Consulting
    25% AI Development

    Aitheon is a custom software development company. Established in 2017, their team focuses on Custom Software Development and Artificial Intelligence.

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  • BICODEV Logotype

    BICODEV

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999

    Services provided

    50% Custom Software Development
    25% AI Consulting
    25% AI Development

    BICODEV is a Las Vegas, Nevada-based custom software development firm. Their services include Custom Software Development and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    SolveIt Logotype

    SolveIt

    5.0 50 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Warszawa, Poland

    Services provided

    55% Mobile App Development
    20% AI Development
    15% Web Development +1 service
    10% UX/UI Design

    SolveIt is a software development company offering a range of services, including mobile app development, web design, AI integration, and cloud-based solutions. Across multiple reviews, SolveIt consistently receives positive feedback for their technical expertise, proactive communication, and ability to deliver projects on time, with over 90% of clients expressing satisfaction with their work quality and responsiveness. Clients frequently highlight their adaptability and commitment to project success.

    See all 50 projects

    Reviews mention Adaptable

    The sentiment regarding SolveIt's adaptability is overwhelmingly positive, with clients highlighting their flexibility and responsiveness. One client noted SolveIt's 'true desire to get the job right,' while another emphasized their ability to adjust quickly to evolving requirements without compromising quality. Additionally, clients appreciated how seamlessly SolveIt integrated into existing teams, enhancing collaboration and maintaining project momentum. Overall, clients expressed high satisfaction with SolveIt's adaptability and proactive approach throughout their engagements.
    • IoT & Web Dev & Testing for Digital Consulting Company
      5.0 Oct 16, 2025

      The team followed an agile project management approach, participating actively in regular sprint planning, reviews, and retrospectives. They consistently delivered milestones on schedule and maintained clear communication throughout each phase. When priorities shifted or new requirements emerged, they adapted quickly—adjusting scope and timelines without compromising quality or momentum.

      Read Full Review
    • Web & iOS App Modernization & Design for IT Company
      5.0 Mar 2, 2026

      SolveIt's adaptability, flexibility, and true desire to get the job right are impressive.

      Read Full Review
    • Mobile App Dev Staff Augmentation for Software Dev Co
      5.0 Apr 1, 2026

      Project management was smooth and professional. SolveIt adapted quickly to evolving requirements, shared updates regularly, and responded to questions in a timely manner. They were proactive throughout the engagement and easy to work with.

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    Industry Experience

    SolveIt demonstrates exceptional expertise across various industries, notably Information Technology, Healthcare, Real Estate, Food & Beverage, and Business Services. Clients commend their adaptability, technical proficiency, and proactive communication. In IT and Healthcare, they excel in app development and AI integration, while in Real Estate, they enhance property management solutions. The Food & Beverage sector appreciates their e-commerce capabilities. Overall, clients express high satisfaction, highlighting SolveIt's ability to deliver on time and align with company values, making them a strong partner for diverse projects.

    Read All Reviews

    Select Industry to see insights

    Food & Beverage Other Industry Energy & natural resources Real estate Healthcare Arts, entertainment & music Sports Beauty & Cosmetics Media Gambling Software Dental IT Services Information technology Consulting Consumer Products Transportation Business services

    Average Project Cost Breakdown

    $10,000 to $49,000 (16) $50,000 to $199,999 (12) Less than $10,000 (3) $200,000 to $999,999 (3)

    What Clients Have Said

    Clients consistently praise SolveIt for offering excellent value for money, highlighting that their pricing fits within budgets while delivering high-quality results. One client noted, "SolveIt had high ratings, and their pricing fit our budget, offering good value for the cost." Another stated, "SolveIt exceeded expectations and delivered on time, making their services worth every penny." Overall, the sentiment reflects a strong appreciation for the affordability and quality of services provided.
    Read All Reviews

    View projects from:

    United States (14) Belarus (5) Sweden (4) Poland (3) Lithuania (2) Estonia (2) Spain (2) Belgium (1) Germany (1) Moldova (1) Norway (1) Ireland (1) South Africa (1) Iceland (1) Cyprus (1) Switzerland (1) Egypt (1) Bulgaria (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

    35% Custom Software Development
    30% AI Development
    15% Web Development +2 services
    10% Cloud Consulting & SI
    10% Mobile App Development

    Leobit is a software development company specializing in web and mobile applications, custom software, and AI solutions. Reviews on Clutch.co reflect overwhelmingly positive feedback, with nearly 100% of clients highlighting their timely delivery, technical proficiency, and effective communication. Clients frequently commend Leobit's ability to align with project needs and enhance existing strategies, underscoring their technical expertise and proactive project management approach.

    See all 54 projects

    Reviews mention Easy to work with

    Clients consistently highlight Leobit's ease of collaboration, noting their responsiveness and adaptability to existing workflows. One client emphasized their 'good attitude' and 'strong work ethic,' while another praised their 'customer-focused approach' and effective communication. Feedback indicates that Leobit integrates seamlessly with client teams, fostering a positive working relationship. Overall sentiment is overwhelmingly positive, with clients expressing satisfaction and willingness to engage with Leobit again in the future.
    • Legacy App Redevelopment for CRM Software Company
      4.5 Oct 6, 2023

      Leobit was very easy to work with. From the start, they were honest and clear about their strengths and where they could provide value. Their customer-focused approach was clear from the start of the project, all the way through to the end of it, concluding with a ramp-down call that was very pleasant and focused on our continued success.

      Read Full Review
    • Dev Team Augmentation for Real Estate CRM
      5.0 Sep 27, 2019

      Their team is very flexible and easy to work with. We communicate through Slack, which works well. We use GitHub to assign and label projects before passing them back and forth. They love our workflow and work really well in it.

      Read Full Review
    • Web App Dev for Real Estate Company
      5.0 Sep 9, 2019

      We had direct access to the developers and the PM. Constant and easy communication via tools such as Trello and Slack let us be constantly aware of what's going on, blocks and feedback. Their expertise, how reachable they were, and their flexibility stand out to us.

      Read Full Review
    • Mobile App Development for Engineering Company
      5.0 May 26, 2025

      Leobit has been good to work with in terms of project management. The project has had difficulties and challenges, but working with them has always been direct, honest, and good. The team has been a pleasure to work with, and they’re strong technically on the mobile platform.

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

    Reviewed 2 times in the past 6 months

    In the past six months, clients have praised Leobit for their exceptional project management and technical expertise. One CEO highlighted their ability to consistently deliver projects ahead of schedule while providing innovative ideas. A Development Director commended Leobit for successfully migrating their identity system, noting the team's flexibility and clear communication. Overall, the sentiment is overwhelmingly positive, with clients appreciating the alignment of company values and the quality of work delivered.
    Read 2 Recent Reviews

    Industry Experience

    Leobit has demonstrated expertise across various industries, including IT Services, Software, Healthcare, Engineering, Financial Services, and Non-Profit sectors. Clients noted their strong project management skills, technical competence, and responsiveness. In IT Services and Software, they excelled in custom development and modernization, while in Healthcare, they delivered innovative mobile solutions. Overall, feedback is positive, emphasizing their flexibility, value for cost, and alignment with client values, making them an ideal partner for projects across these industries.

    Read All Reviews

    Select Industry to see insights

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

    More responsive than most other service providers

    Leobit is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile Visit Website
    AgileEngine Logotype

    AgileEngine

    5.0 58 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Boca Raton, FL

    Services provided

    30% Custom Software Development
    20% UX/UI Design
    15% AI Development +3 services
    15% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    AgileEngine is a technology development company that specializes in software engineering, platform modernization, and custom solutions. Reviewers consistently praise their project management skills, reliability, and responsiveness, with over 90% noting their high-quality output and commitment to client success. Additionally, AgileEngine's competitive pricing and ability to align with client values are frequently highlighted.

    See all 58 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    Recent reviews of AgileEngine highlight a strong overall sentiment, with clients praising their timely project delivery and high-quality output. Notably, a VP from HelioCampus commended the team's 'can do' attitude and commitment to excellence, noting their reliability and alignment with company values. Clients appreciate the effective communication and the successful attainment of modernization goals, indicating a solid fit for various project needs. No significant areas for improvement were identified.
    Read 1 Recent Review

    Average Project Cost Breakdown

    $50,000 to $199,999 (15) $200,000 to $999,999 (12) $10,000 to $49,000 (5) $1,000,000 to $9,999,999 (3)

    What Clients Have Said

    Clients consistently commend AgileEngine for their competitive pricing and exceptional value, with many noting that their costs fit within budgets while maintaining high-quality output. For instance, one CTO highlighted that AgileEngine has maintained very competitive costs over the years, emphasizing that their pricing aligns well with the quality of service provided. Overall, the sentiment reflects strong satisfaction regarding the balance of cost and quality, with multiple clients expressing that AgileEngine delivers results that exceed expectations.
    Read All Reviews

    More responsive than most other service providers

    AgileEngine is 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 (49) Canada (4) Bulgaria (1) England (1)
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  • Remix Institute Logotype

    Remix Institute

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    90% AI Development
    10% AI Consulting

    Remix Institute is a small Las Vegas, Nevada-based artificial intelligence firm. Their services include Artificial Intelligence and AI Consulting.

    Read more
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  • AI Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Piacenza, Italy

    Services provided

    100% AI Consulting

    AI Consulting is an AI Consulting company. Headquartered in Piacenza, Italy, their team specializes in AI Consulting and Artificial Intelligence.

    Read more
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  • Keen AI Logotype

    Keen AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    90% AI Development
    10% AI Consulting

    Keen AI, an AI development company, is in Birmingham, Alabama. Founded in 2018, the team focuses on Artificial Intelligence and AI Consulting.

    Read more
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  • Zaden Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Huntsville, AL

    Services provided

    40% UX/UI Design
    30% AI Consulting
    30% AI Development

    Zaden Technologies, an user experience design company, was established in 2019. They focuses on UX/UI Design and Artificial Intelligence.

    Read more
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  • snoDEV Logotype

    snoDEV

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    90% AI Development
    10% AI Consulting

    Headquartered in Bozeman, Montana, snoDEV is an artificial intelligence development company. Founded in 2020, the team focuses on Artificial Intelligence and AI Consulting.

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  • Axtria - Ingenious Insights Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    Berkeley Heights, NJ

    Services provided

    35% BI & Big Data Consulting & SI
    35% Cloud Consulting & SI
    30% AI Development

    Axtria - Ingenious Insights, a business intelligence company, specialize in BI & big data consulting & SI and cloud consulting & SI. They were established in 2010.

    Read more
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  • Innodata Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    Ridgefield Park, NJ

    Services provided

    90% AI Development
    10% AI Consulting

    In Ridgefield Park, New Jersey, Innodata Inc. Is an AI company. Their services include Artificial Intelligence and AI Consulting.

    Read more
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  • BotShark Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Hyderabad, India

    Services provided

    35% AI Consulting
    35% AI Development
    30% IoT Development

    Founded in 2018, BotShark, a small artificial intelligence development company, is in Huntsville, Alabama and Hyderabad, India. Their services include Artificial Intelligence and AI Consulting.

    Read more
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  • MARCentre Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Spanish Fort, AL

    Services provided

    80% AI Development
    20% AI Consulting

    AI company MARCentre focuses on Artificial Intelligence and AI Consulting. They were founded in 2015.

    Read more
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  • The Alabama Artificial Center of Excellence (AAICE) Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Auburn, AL

    Services provided

    90% AI Development
    10% AI Consulting

    The Alabama Artificial Center of Excellence (AAICE), a small AI company, is based in Auburn, Alabama. Their services include Artificial Intelligence and AI Consulting.

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  • Davidson Technologies Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Huntsville, AL

    Services provided

    90% AI Development
    10% AI Consulting

    Davidson Technologies Inc. Is an AI development company. The Huntsville, Alabama-based firm provides Artificial Intelligence and AI Consulting.

    Read more
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  • Camgian Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Tuscaloosa, AL

    Services provided

    50% AI Development
    25% AI Consulting
    25% IoT Development

    In Tuscaloosa, Alabama and Starkville, Mississippi, Camgian is a midsize artificial intelligence firm. Their services include Artificial Intelligence and IoT development.

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  • Aevum, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Huntsville, AL

    Services provided

    80% AI Consulting
    20% AI Development

    Aevum, Inc. Is an AI Consulting company. Their team is headquartered in Huntsville, Alabama and focuses on AI Consulting and Artificial Intelligence.

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  • Bevilacqua Research Corporation Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Huntsville, AL

    Services provided

    40% AI Consulting
    40% AI Development
    20% Cybersecurity

    Bevilacqua Research Corporation is a midsize artificial intelligence firm headquartered in Huntsville, Alabama. Their services include Artificial Intelligence and AI Consulting.

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  • 1st Edge Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Huntsville, AL

    Services provided

    100% AI Consulting

    Headquartered in Huntsville, Alabama, 1st Edge is a small AI Consulting company. Their services include AI Consulting and Artificial Intelligence.

    Read more
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  • Arcarithm Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Huntsville, AL

    Services provided

    70% AI Development
    30% AI Consulting

    Arcarithm, a small AI development company, is in Huntsville, Alabama. Their services include Artificial Intelligence and AI Consulting.

    Read more
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  • AI REV Logotype

    AI REV

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    100% AI Consulting

    AI REV, a midsize AI Consulting company, is in New York City, New York. Their services include AI Consulting and Artificial Intelligence.

    Read more
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  • Optimal Dynamics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    New York, NY

    Services provided

    90% AI Development
    10% AI Consulting

    Launched in 2018, Optimal Dynamics is an AI firm. Located in New York, New York, the team focuses on Artificial Intelligence and AI Consulting.

    Read more
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  • Lil Data Monster Logotype

    Lil Data Monster

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    90% AI Development
    10% AI Consulting

    Lil Data Monster is a small AI firm launched in 2020. Their services include Artificial Intelligence and AI Consulting.

    Read more
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  • Binomial Consulting & Design Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Seseña, Spain

    Services provided

    40% AI Consulting
    40% AI Development
    20% Blockchain

    Binomial Consulting & Design , an artificial intelligence company, is based in Seseña, Spain. The team specializes in Artificial Intelligence and AI Consulting.

    Read more
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  • NURBS Labs LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Newtown, PA

    Services provided

    90% AI Development
    10% AI Consulting

    NURBS Labs LLC is an artificial intelligence firm. They are based in Newtown, Pennsylvania and Mangalore, India. Their team specializes in Artificial Intelligence and AI Consulting.

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  • Sprinter Consulting, LLC Logotype

    Sprinter Consulting, LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Consulting

    Sprinter Consulting, LLC is an AI Consulting company. They are headquartered in Brentwood, Tennessee and Houston, Texas and have small team. They offer AI Consulting and Artificial Intelligence.

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  • Mesh-AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    90% AI Development
    10% AI Consulting

    Launched in 2021, Mesh-AI is a midsize London, England-based artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.

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  • FTL Innovations Logotype

    FTL Innovations

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    70% AI Development
    30% AI Consulting

    AI development company FTL Innovations was founded in 2016. The team offers Artificial Intelligence and AI Consulting and is located in Draper, Utah.

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  • AI Lab Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Laguna Beach, CA

    Services provided

    90% AI Development
    10% AI Consulting

    Small AI firm AI Lab Consulting, is based in Laguna Beach, California. The team provides Artificial Intelligence and AI Consulting.

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  • Ai Engine Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    San Francisco, CA

    Services provided

    80% AI Development
    20% AI Consulting

    AI company Ai Engine is based in San Francisco, California. Their services include Artificial Intelligence and AI Consulting.

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  • AI TECHS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Palo Alto, CA

    Services provided

    90% AI Development
    10% AI Consulting

    AI TECHS, a small artificial intelligence company, is headquartered in Palo Alto, California. Their services include Artificial Intelligence and AI Consulting.

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  • Mindscale Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Mountain View, CA

    Services provided

    35% AI Consulting
    35% AI Development
    30% BI & Big Data Consulting & SI

    In Mountain View, California, Mindscale is an AI development company. The team offers Artificial Intelligence and AI Consulting.

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  • Riiid Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Mountain View, CA

    Services provided

    90% AI Development
    10% AI Consulting

    Riiid, an artificial intelligence company, was founded in 2014. The team specializes in Artificial Intelligence and AI Consulting and is based in Mountain View, California.

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  • Stottler Henke Associates Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Mateo, CA

    Services provided

    90% AI Development
    10% AI Consulting

    Stottler Henke Associates is an AI company. They were established in 1988, and their services include Artificial Intelligence and AI Consulting.

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  • Enterprise AI Company (Ent.AI) Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Santa Clara, CA

    Services provided

    90% AI Development
    10% AI Consulting

    Enterprise AI Company (Ent.AI) is a small Santa Clara, California-based AI company. Their services include Artificial Intelligence and AI Consulting.

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  • Digamma.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Saratoga, CA

    Services provided

    70% AI Development
    30% AI Consulting

    Digamma.ai is an AI company. The team is in Saratoga, California, and their services include Artificial Intelligence and AI Consulting.

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  • QuantFarm Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Cupertino, CA

    Services provided

    40% AI Consulting
    40% AI Development
    20% Blockchain

    QuantFarm is an AI firm founded in 2014. The small team offers Artificial Intelligence and AI Consulting.

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  • ZestyAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Francisco, CA

    Services provided

    100% AI Consulting

    ZestyAI is a midsize AI Consulting company. Founded in 2015, the team offers AI Consulting and Artificial Intelligence.

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  • Got It AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Palo Alto, CA

    Services provided

    80% AI Development
    20% AI Consulting

    Established in 2011, Got It AI is an AI development company. The midsize team specializes in Artificial Intelligence and AI Consulting.

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  • Adaptive Insight LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Seattle, WA

    Services provided

    90% AI Development
    10% AI Consulting

    Adaptive Insight LLC is an artificial intelligence company. They were established in 2009, and their services include Artificial Intelligence and AI Consulting.

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  • NimbleWork Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Cupertino, CA

    Services provided

    100% AI Consulting

    NimbleWork is an AI Consulting company based in Cupertino, California and Mumbai, India. They provide AI Consulting and Artificial Intelligence and were founded in 2002.

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  • Many Doors Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer
    Seattle, WA

    Services provided

    90% AI Development
    10% AI Consulting

    Many Doors is an AI development company. Founded in 2009, the firm is in Seattle, Washington. Their services include Artificial Intelligence and AI Consulting.

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  • Macula Logotype

    Macula

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

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

    Macula is a cloud consulting & SI company. Their midsize team is located in Sheridan, Wyoming and focuses on cloud consulting & SI and Artificial Intelligence. The agency was founded in 2021.

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

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

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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 blackthorn.ai
4 fxis.ai
5 Neoteric
6 BlueLabel
7 STX Next
8 tkxel
9 Valere
10 Fingent
11 DigitalSuits
12 Osedea
13 ServReality
14 Edvantis
15 Opinov8 Digital and Engineering Solutions

List of the Best Artificial Intelligence Companies

  3. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 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
  8. tkxel Logotype

    tkxel

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

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    65% AI Development
    35% 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. DigitalSuits Logotype

    DigitalSuits

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

    Ability to deliver

    38.7/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

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

    Osedea

    $50,000+
    $100 - $149 / 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

    45% AI Development
    55% Other
    View Profile Visit Website
  13. 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
  14. 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
  15. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

    38.5/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  19. Scopic Logotype

    Scopic

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

    Ability to deliver

    39.1/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  20. The NineHertz Logotype

    The NineHertz

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

    Ability to deliver

    39/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  21. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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. Antier Logotype

    Antier

    $10,000+
    $25 - $49 / hr
    250 - 999
    Sahibzada Ajit Singh Nagar, India

    Ability to deliver

    38.5/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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Updated April 13, 2026
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Integrating AI into established systems without disrupting them is more complicated than expected. This practical guide covers the key to successfully...

Artificial Intelligence Thought Leadership, Scaling
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How teams actually use AI in strategy, moving from dashboards to decisions, spotting early signals, and turning models into measurable outcomes without...

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As more customers rely on AI for recommendations, discover how AI-driven social discovery can make your content more visible.

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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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