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Home Artificial Intelligence

Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, 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 10, 2026
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15 Leaders 15 Contenders

21,459 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 Autonomous

    The feedback regarding the sentiment of autonomy for Simform is overwhelmingly positive. Clients appreciate the self-direction and independence demonstrated by the team, allowing for confident project delegation. One client noted their strong sense of independence and synergy, highlighting the team's ability to manage complex tasks effectively. Additionally, the proactive responsiveness of the Simform team was emphasized, showcasing their attentiveness to client needs throughout the project, with no significant areas for improvement mentioned.
    • Custom Software Dev for Scientific Research Company
      5.0 Mar 13, 2026

      We value the self-direction and autonomy of the Simform team. They work closely with us in setting directions and handling tasks but also display a strong sense of independence and synergy. This allows us to pass projects to them confidently, knowing they will manage them well, from integrating with our AWS deployment to handling complexities with extra dependencies.

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

    Reviewed 4 times in the past 6 months

    In the last six months, client feedback for Simform has been overwhelmingly positive, highlighting their responsiveness, technical expertise, and structured communication. One client noted their proactive approach and timely delivery of complex projects, while another emphasized the unique blend of technical depth and clear communication. Clients appreciated the team's ability to navigate challenges and deliver on expectations without surprises. Overall, clients expressed high satisfaction, recommending Simform as a reliable partner for software development and digital transformation.
    Read 4 Recent Reviews

    Industry Experience

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

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    Select Industry to see insights

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

    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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    Innowise Logotype

    Innowise

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

    Services provided

    20% Custom Software Development
    10% AI Development
    10% BI & Big Data Consulting & SI +6 services
    10% Blockchain
    10% Cloud Consulting & SI
    10% Cybersecurity
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web 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 Personable

    The feedback highlights Innowise Group's personable approach, noting their 'terrific interpersonal skills' and attentiveness to client needs. The CEO of Allegro Consulting emphasized feeling heard, stating that the team listened to both technical ideas and personal frustrations. Additionally, their 'humanosity' was particularly praised, contributing to a strong sense of collaboration and understanding throughout the project.
    • iOS Mobile App Development for Music Software Company
      5.0 Apr 25, 2023

      The project management is exceptional. They are very attentive to all the technical details and combine that with terrific interpersonal skills. You feel free to express both your technical ideas as well as your dreams and frustrations. You feel in the end that genuine folks have listened fairly and carefully.

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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 last six months, Innowise has received favorable feedback for their project management and technical capabilities. Clients praised their ability to create customized solutions, such as a database for a private school, which streamlined reporting processes. Notably, one client highlighted that Innowise outperformed a previous vendor by delivering on time and within budget. Overall, sentiment is highly positive, with no reported areas for improvement.
    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

    Reviews mention Timely

    The sentiment regarding timeliness in BlueLabel's project management is overwhelmingly positive. Clients frequently noted their consistent ability to deliver work on time and adapt to changing requirements. For instance, one client remarked, "They consistently delivered on time and were responsive to our evolving needs," while another stated, "They delivered on time, stayed within budget, and incorporated our feedback." Overall, BlueLabel's commitment to timely delivery enhances client satisfaction and fosters a strong collaborative environment.
    • Financial Plan POC Dev for Retirement Planning Company
      4.5 Sep 24, 2024

      Yes, they did deliver on time. There were some longer timelines, but that was based on turnaround time in getting items to them in order to support discovery and verification.

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    • AI Strategy & Design for Storytelling & Innovation Company
      5.0 Mar 14, 2024

      BlueLabel was highly organized throughout the project. Their team was able to adapt to changing needs and roll with the punches. Everything was delivered on time and within budget.

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    • Mobile App Design, Dev & Testing for Orthopedic Software
      5.0 Aug 3, 2023

      They have been organized, proactive, timely, and provided a seamless collaboration. The team is very responsive and provides feedback in a comprehensive, yet concise manner that is very digestible to understand.

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

      Blue Label Labs was effective in our project management and delivered items on time. They were also responsive to our needs on Slack.

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    • Mobile App Development for Chemical Manufacturing Company
      5.0 Mar 30, 2023

      BlueLabel has been outstanding with project management. They deliver on time, stay within budget, and incorporate our feedback.

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

    Reviewed 2 times in the past 6 months

    In the last six months, client feedback for BlueLabel highlights their exceptional communication, timely project delivery, and alignment with client values. A notable review mentioned their impressive ability to modernize workflows and create a comprehensive AI assistant, resulting in a 75% reduction in expert lookup time. Clients praised their customer service, describing it as refreshing and dedicated. Overall sentiment reflects high satisfaction, with clients appreciating the strong partnership and effective solutions provided by BlueLabel.
    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

    View projects from:

    United States (66) Thailand (1) United Arab Emirates (1)
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  • ClearVoice Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49
    Phoenix, AZ

    Services provided

    35% Content Marketing
    35% Generative AI
    30% Search Engine Optimization

    ClearVoice is a Content Marketing company launched in 2014. The team provides Content Marketing and Generative AI.

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  • Medoid AI Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49
    Thessaloniki, Greece

    Services provided

    40% AI Development
    35% Generative AI
    25% AI Consulting

    Medoid AI is an AI development company. Their team is based in Thessaloniki, Greece. The firm specializes in Artificial Intelligence and Generative AI.

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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 Exceptional results

    Azumo has garnered exceptional feedback from clients, highlighting their ability to deliver impactful solutions efficiently and affordably. One client noted the impressive launch of an Alexa Skill, achieving 21 daily users within days, while another praised their quick turnaround on a self-service kiosk app, which attracted interest from other companies. Clients emphasized Azumo's excellent communication and project management, with one stating that they exceeded expectations despite tight deadlines, showcasing their professionalism and expertise.
    • Alexa Skill Development for Episcopal Seminary
      5.0 Mar 13, 2019

      Their work was incredible. The Skill launched six days ago. Already an average of 21 people a day are praying with Alexa using our Skill. That’s just from friends telling friends. We’ll soon kick off a marketing campaign to further get the word out.

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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 Easy to work with

    Clients consistently emphasize WillowTree's approachability and collaborative nature, noting their ease of interaction. One client highlighted that the team was 'very personable and easy to interact with,' while another stated they found the relationship 'good' and appreciated the team's willingness to make improvement suggestions. Overall, the sentiment reflects a strong appreciation for WillowTree's communicative style and dedication to maintaining alignment throughout engagements.
    • Mobile App Dev for Sports News Network
      5.0 Sep 12, 2018

      We’ve worked with a variety of developers at different stages in their careers at the company but the relationships with them have always been good. They’re collaborative and easy to work with. They’re not afraid to make suggestions for improvements and do a lot of research on their own to find better options.

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    • New Product Market Research & UI/UX Workflow for Printer Co
      5.0 Jun 16, 2020

      I have worked with many software development partners in my career, and the thing I liked about them and what I think makes them stand out is how interactive they were throughout the engagement. There were regular checkpoint meetings just to make sure we were aligned and they were on the right track. The way that they interacted with us and kept us in the loop regarding what they were doing, why they were doing it, and how they were doing it was valuable. They were very personable and easy to interact with.

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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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    More responsive than most other service providers

    TELUS Digital 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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    Qubika Logotype

    Qubika

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

    Services provided

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

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

    See all 61 projects

    Reviews mention Personable

    The feedback regarding Moove It highlights a strong sentiment of personability, with clients appreciating their personal approach during engagements. One client noted, 'We liked their personal approach,' which underscores the importance of rapport in their interactions. Additionally, the team effectively communicated and met deadlines, further reinforcing their personable nature. Overall, clients feel valued and connected, contributing positively to their project experience.
    • Platform Prototype for Social Innovation Festival
      4.0 Oct 1, 2018

      We liked their personal approach.

      Read Full Review
    • App Development for Commercial Real Estate Staffing Company
      5.0 Sep 21, 2018

      They’re personable and easy to communicate with. Even with their technical expertise, they were patient about re-explaining things for me and putting the explanations into words I could understand.

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    Industry Experience

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

    Read All Reviews

    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.
    Read All Reviews

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    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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  • DataFram Systems Logotype

    DataFram Systems

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    50 - 249

    Services provided

    50% BI & Big Data Consulting & SI
    20% AI Consulting
    20% Cloud Consulting & SI +1 service
    10% AI Development

    DataFram Systems is a data analytics company. Founded in 2021, the team specializes in BI & big data consulting & SI and cloud consulting & SI.

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  • Brain Spice Labs Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9
    New Orleans, LA

    Services provided

    30% AR/VR Development
    20% Mobile App Development
    10% AI Development +5 services
    10% Application Management & Support
    10% Event Management
    10% Web Design
    5% Custom Software Development
    5% UX/UI Design

    Established in 2011, Brain Spice Labs is a mobile app development firm. The team provides Mobile App Development and AR/VR development.

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  • StandardWings Technologies Logotype

    StandardWings Technologies

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    25% Mobile App Development
    20% AI Development
    20% IoT Development +2 services
    20% Web Design
    15% Web Development

    Launched in 2014, StandardWings Technologies is a small Nashik, India-based application development firm. Their team specializes in Mobile App Development and Web Design.

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  • OneLeap Solutions Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Mumbai, India

    Services provided

    25% Web Development
    20% Custom Software Development
    20% Mobile App Development +3 services
    15% IT Strategy Consulting
    10% AI Consulting
    10% AI Development

    OneLeap Solutions is a web development company. They were established in 2013, and their services include Web Development and Custom Software Development.

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  • WhiteBox Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9
    Madrid, Spain

    Services provided

    40% AI Development
    40% BI & Big Data Consulting & SI
    10% Cloud Consulting & SI +1 service
    10% IT Strategy Consulting

    Founded in 2019, WhiteBox is a big data company. The agency provides BI & big data consulting & SI and Artificial Intelligence, and is small.

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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

    25% AI Development
    25% Custom Software Development
    20% Generative AI +3 services
    10% AI Consulting
    10% IT Staff Augmentation
    10% 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
    3 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In the last six months, Phaedra Solutions has received positive feedback for their professionalism, responsiveness, and effective project management. Clients noted successful project outcomes, such as improved system stability and timely deliverables. Specific praises include their ability to translate product vision into high-quality solutions and maintain clear communication. Overall, the sentiment is highly favorable, with clients expressing satisfaction and no significant areas for improvement identified.
    Read 4 Recent Reviews

    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.
    Read All Reviews

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    View projects from:

    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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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 Timely

    Overall, client feedback indicates a strong sentiment towards the timeliness of Growth Loops Technology's project management. Clients consistently highlight that the team delivered all milestones and project components on schedule. For instance, one CEO noted, "They consistently delivered on time, providing regular updates and ensuring clear communication throughout the process." Another client remarked on their proactive approach, stating, "The agreed milestones were always met on time." Overall, clients express high satisfaction with the company's ability to meet deadlines and respond promptly to needs.
    • Mobile App Development for Home Sales Team Development Co
      5.0 Sep 23, 2024

      They diligently made sure that their tasks were finished on time and kept a watchful eye on all deadlines.

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    • Software Dev & UI/UX Design for Business Consulting Company
      5.0 Mar 21, 2024

      GROWTH LOOP showed great project management skills by regularly meeting our deadlines for delivery and providing timely assistance and communication.

      Read Full Review
    • AI Development for Software Development Company
      5.0 Mar 19, 2024

      GROWTH LOOP shown outstanding project management abilities by meeting deadlines, attending to our concerns and requests for changes, and delivering products as promised.

      Read Full Review
    • MVP Development for AI Platform
      5.0 Jan 1, 2024

      The team was very responsive and adhered to the set timelines. The team was always willing to receive feedback and implement them quickly.

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

      Growth Loops Tech delivered ahead of schedule and met milestones without delays. If bugs were found, they would fix them in a timely manner to ensure that the project remained on schedule.

      Read Full Review
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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.

    Read All Reviews

    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.
    Read All Reviews

    View projects from:

    United States (14) England (6) Canada (1) Denmark (1) France (1) Switzerland (1) Thailand (1) Ukraine (1)
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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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

    India (12) United States (11) Italy (3) United Arab Emirates (2) Malaysia (1) Lithuania (1) Belgium (1) Mexico (1) Netherlands (1) Portugal (1) Spain (1) France (1) Türkiye (1) Canada (1)
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  • PYGIO Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    50 - 249
    Johannesburg, South Africa

    Services provided

    10% AI Development
    10% Application Management & Support
    10% Application Testing +7 services
    10% Custom Software Development
    10% Generative AI
    10% IoT Development
    10% Mobile App Development
    10% UX/UI Design
    10% Web Design
    10% Web Development

    PYGIO, a web design company, was founded in 2021. They provides Web Design and UX/UI Design.

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  • 5th Web Development Logotype

    5th Web Development

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    35% AI Development
    35% Blockchain
    10% Generative AI +3 services
    10% Web Design
    5% Corporate Training & Coaching
    5% Web Development

    AI development company 5th Web Development focuses on Artificial Intelligence and Blockchain. They are located in.

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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 Exceptional results

    Clients have consistently praised S-PRO for delivering exceptional results, particularly highlighting their flexibility and innovative design capabilities. One client noted that despite S-PRO's initial lack of energy market experience, they quickly adapted and provided valuable insights. Another client emphasized the substantial support from S-PRO's CTO, who actively refined project ideas, enhancing the overall development process. Overall, the sentiment reflects strong satisfaction with S-PRO's communication, project management, and the quality of their deliverables.
    • Web Dev for Blockchain Video Streaming Startup
      4.5 Nov 13, 2019

      They’ve been instrumental in bringing this project to life. We had a concept, but they drew it up and built it. Along the way, we’ve inspected the code, tested and refined the product as we went. So, we haven’t found any issues. Everything they promised, they delivered. The results are better than anything we could have expected.

      Read Full Review
    • Web Development for Mobile Application Company
      5.0 Jul 6, 2018

      The product is a closed maintenance system for an apartment complex, so it's not for public use. They’ve just started registering users and already have 70 complexes involved, each with their own manager in charge. Our product’s notification system will make it much easier to keep track of maintenance requests from tenants. The end users haven't fully started using it yet, but our client is fully satisfied. She's expressed that she got exactly what she wanted.

      Read Full Review
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    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    S-PRO is very responsive

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

    View 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

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

    Reviewed 1 time in the past 6 months

    In recent reviews, clients have praised CodeNinja for their effective project management and responsiveness to evolving needs. One CEO highlighted their successful delivery of a ZATCA-compliant accounting system, achieving certification and ensuring accuracy in VAT calculations. Communication was noted as transparent and proactive, facilitating smooth project execution. Overall sentiment reflects strong satisfaction, with clients expressing eagerness to collaborate again in the future, indicating a solid fit for complex regulatory projects.
    Read 1 Recent Review

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Financial services Business services Construction Information technology

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
    View Profile Visit Website
  • Data Force Group Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    10 - 49
    Warszawa, Poland

    Services provided

    60% AI Development
    40% BI & Big Data Consulting & SI

    Data Force Group is an AI firm headquartered in Warszawa, Poland. Their services include Artificial Intelligence and BI & big data consulting & SI.

    Read more
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  • Artilence Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    10 - 49
    Lahore, Pakistan

    Services provided

    20% AI Development
    20% DevOps Managed Services
    20% Generative AI +3 services
    20% IT Staff Augmentation
    10% AI Consulting
    10% IoT Development

    Artilence is a small IT staff augmentation company headquartered in Lahore, Pakistan. The team provides IT staff augmentation and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Imobisoft Logotype

    Imobisoft

    4.8 20 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    10 - 49
    Coventry , England

    Services provided

    30% AI Development
    15% Custom Software Development
    15% Generative AI +4 services
    10% AI Consulting
    10% Application Management & Support
    10% Mobile App Development
    10% Web Development

    Imobisoft is a versatile technology solutions company specializing in software development, web and app development, and cloud migration services. Overall, 100% of the reviews express satisfaction with their technical expertise, project management, and adherence to timelines and budgets. Imobisoft is consistently praised for their responsiveness, professionalism, and ability to deliver cost-effective solutions, as highlighted in 80% of the reviews.

    See all 20 projects

    Reviews mention Accessible

    Clients have highlighted Imobisoft's accessibility, particularly noting that their project manager was available even outside of working hours. One client emphasized that despite their project's challenges, Imobisoft's team remained responsive and engaged throughout the process. This consistent accessibility contributed to a collaborative atmosphere, allowing the client to stay informed about project developments. Overall, the sentiment regarding accessibility is positive, indicating that Imobisoft is committed to maintaining open lines of communication.
    • Custom Software Dev & Design for Business Services Company
      4.0 Dec 8, 2022

      Imobisoft’s project manager was very accessible, even outside of working hours. Although we found bugs caused by the different development teams involved, our priorities focused on taking the product to the level we needed it to be, so Imobisoft performed well overall.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

    Overall, client feedback indicates that Imobisoft provides excellent value for money, with many clients noting their competitive pricing and high-quality deliverables. For instance, one client highlighted that despite spending around $250,000, they achieved more than expected, while another emphasized that Imobisoft's rates were reasonable compared to hiring internally. The sentiment is overwhelmingly positive regarding cost-effectiveness, with clients expressing satisfaction in meeting budgets and timelines throughout various projects.
    Read All Reviews

    More responsive than most other service providers

    Imobisoft 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:

    England (11) Saudi Arabia (1)
    View Profile Visit Website
    SolveIt Logotype

    SolveIt

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

    Services provided

    60% Mobile App Development
    15% UX/UI Design
    15% Web Development +1 service
    10% AI Development

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

    Reviewed 10 times in the past 6 months

    Over the past six months, client feedback on SolveIt has been overwhelmingly positive. Clients praised their technical expertise, proactive communication, and adaptability. For instance, one CEO highlighted SolveIt's impressive adaptability and flexibility, stating, 'They delivered on time and communicated effectively.' Another client noted the team's proactive approach and technical guidance, which significantly boosted project success. Overall, clients expressed high satisfaction with SolveIt's performance, with many indicating they would recommend their services without reservation.
    Read 10 Recent Reviews

    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

    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 53 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 53 projects

    Reviews mention Patient

    The overall sentiment regarding Leobit's patience is highly positive. Clients have noted their 'very patient and polite' demeanor, particularly in accommodating delays and changes in project direction. The ease of communication and thorough adherence to guidelines further exemplifies their commitment to client satisfaction. This level of patience has been a significant factor in fostering a productive working relationship, contributing to the project's success without any noted areas for improvement.
    • Mobile App Dev for Wireless Security Products Manufacturer
      5.0 Nov 3, 2022

      Easy to communicate. Very patient and polite with customer (delays for answering, decisions, changing opinions). Following all guidelines and requests very thoroughly, for example, rules to report hours in tempo and Jira.

      Read Full Review
    Read All Reviews
    2 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    In the last six months, clients have praised Leobit's exceptional project management and technical expertise. One CEO highlighted their ability to deliver projects ahead of schedule and bring innovative ideas to enhance concepts. A Development Director commended their flexibility in adapting to changing requirements and maintaining clear communication. Overall, sentiment is overwhelmingly positive, with no significant areas for improvement identified, reinforcing Leobit's reputation for quality and reliability in software development.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently highlight Leobit's competitive pricing and exceptional value for money. Feedback indicates that their pricing fits various budgets while delivering high-quality results. One client noted, 'Good value for cost' and another emphasized their flexibility in optimizing project costs for a non-profit organization. Overall, the sentiment reflects satisfaction with the balance between cost and the quality of service provided, affirming Leobit as a reliable partner for software development.
    Read All Reviews

    View projects from:

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

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    10 - 49
    Zürich, Switzerland

    Services provided

    40% Custom Software Development
    30% AI Development
    20% Application Management & Support +1 service
    10% Blockchain

    Zehnplus, a custom software development firm, was launched in 2008. The company offers Custom Software Development and Artificial Intelligence.

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  • Aptly Technology Corporation Logotype

    5.0 1 review
    $1,000+
    Undisclosed
    1,000 - 9,999
    Bellevue, WA

    Services provided

    30% IT Managed Services
    25% AI Development
    15% IT Strategy Consulting +3 services
    10% AI Consulting
    10% Business Consulting
    10% Low/No Code Development

    Aptly Technology Corporation is a global IT infrastructure services and consulting company headquartered in Bellevue, Washington, founded in 2016. The company specializes in cloud infrastructure, AI

    Read more
    See all 1 projects
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  • Centroida Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    50 - 249
    Sofia, Bulgaria

    Services provided

    90% AI Development
    5% Blockchain
    5% Custom Software Development

    Centroida is an artificial intelligence company. The team is headquartered in Sofia, Bulgaria, and their services include Artificial Intelligence and Custom Software Development.

    Read more
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  • Aqrose Technology Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    250 - 999
    Su Zhou Shi, China

    Services provided

    100% AI Development

    Aqrose Technology, an artificial intelligence company, was launched in 2017. The team provides Artificial Intelligence and AI Consulting and is in Beijing, China and Su Zhou Shi, China.

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  • AJBurgess Ltd Logotype

    AJBurgess Ltd

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    100% AI Development

    AJBurgess Ltd, an artificial intelligence firm, focuses on Artificial Intelligence and AI Consulting. The agency is headquartered in London, England.

    Read more
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  • Quantum Robotics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Melbourne, Australia

    Services provided

    100% AI Development

    Quantum Robotics, an AI development company, was founded in 2017. The company offers Artificial Intelligence and AI Consulting, and is small.

    Read more
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  • SPG America Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Piscataway, NJ

    Services provided

    100% AI Development

    SPG America is an artificial intelligence firm. The team offers Artificial Intelligence and AI Consulting and is based in Piscataway, New Jersey.

    Read more
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  • Twerlo AI Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    60% AI Development
    30% Call Center Services
    5% CRM Consulting and SI +1 service
    5% IoT Development

    Twerlo AI is a Dubai, United Arab Emirates-based artificial intelligence development company. Their services include Artificial Intelligence and Call Center Services.

    Read more
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  • EZOFIS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Tirunelveli, India

    Services provided

    100% AI Development

    EZOFIS is an AI firm. Founded in 2007, the firm provides Artificial Intelligence and AI Consulting.

    Read more
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  • Protech d.o.o. Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Novi Sad, Serbia

    Services provided

    60% AI Development
    20% AI Consulting
    20% Custom Software Development

    Protech d.o.o. Is an artificial intelligence development company in Novi Sad, Serbia. The team focuses on Artificial Intelligence and Custom Software Development.

    Read more
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  • SimpleMarketing.AI Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9
    MacGregor, Australia

    Services provided

    80% AI Development
    10% Content Marketing
    10% IT Managed Services

    AI development company SimpleMarketing.AI is located in MacGregor, Australia. They specialize in Artificial Intelligence and Content Marketing and were launched in 2021.

    Read more
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  • Simpragma Services Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    50 - 249
    Bengaluru, India

    Services provided

    50% AI Development
    30% Custom Software Development
    10% IT Managed Services +1 service
    10% Low/No Code Development

    Simpragma Services is a Bengaluru, India-based artificial intelligence development company. Their services include Artificial Intelligence and Custom Software Development.

    Read more
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  • SunTec.ai Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    250 - 999
    Laguna Beach, CA

    Services provided

    35% Data Annotation Services
    30% Generative AI
    20% AI Consulting +1 service
    15% AI Development

    Launched in 1999, SunTec.ai is a midsize Data Annotation Services company. Their team offers Data Annotation Services and Generative AI.

    Read more
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  • NTWIST Logotype

    Not yet reviewed

    $250,000+
    Undisclosed
    50 - 249
    Edmonton, Canada

    Services provided

    65% AI Development
    20% IT Strategy Consulting
    15% IT Staff Augmentation

    NTWIST is an artificial intelligence development company. Headquartered in Edmonton, Canada, the team offers Artificial Intelligence and IT strategy consulting.

    Read more
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  • ReasonFieldLab Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Warszawa, Poland

    Services provided

    70% AI Development
    15% Custom Software Development
    10% Web Design +1 service
    5% Other Application Development

    ReasonFieldLab is an AI development company based in Warszawa, Poland. They focus on Artificial Intelligence and Custom Software Development.

    Read more
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  • Think Evolve Consultancy LLP Logotype

    Think Evolve Consultancy LLP

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    80% AI Development
    10% Business Consulting
    10% Financial Consulting

    Think Evolve Consultancy LLP is an artificial intelligence development company. The Navi Mumbai, India-based team focuses on Artificial Intelligence and Business Consulting.

    Read more
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  • Intelgic Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    50 - 249
    Sandy, UT

    Services provided

    60% AI Development
    40% Robotics Process Automation

    AI firm Intelgic was launched in 2019. The team offers Artificial Intelligence and Robotics Process Automation and is headquartered in Sandy, Utah and New Town, India.

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  • SparkAI Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49
    White Plains, NY

    Services provided

    100% AI Development

    SparkAI is an AI firm. They are in White Plains, New York, and their services include Artificial Intelligence and AI Consulting.

    Read more
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  • Vendisys Logotype

    Vendisys

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    100% AI Development

    Vendisys is a small artificial intelligence firm in San Francisco, California. The team offers Artificial Intelligence and AI Consulting.

    Read more
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  • AI MARKETING INC. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Des Plaines, IL

    Services provided

    100% AI Consulting

    Launched in 2017, AI MARKETING INC., a small AI Consulting company, is located in Des Plaines, Illinois. Their team offers AI Consulting and Artificial Intelligence.

    Read more
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  • Entechin Logotype

    Entechin

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    40% AI Development
    30% Generative AI
    20% AI Consulting +1 service
    10% Low/No Code Development

    Launched in 2021, Entechin is an AI company. The team provides Artificial Intelligence and Generative AI.

    Read more
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  • purpleSlate Logotype

    purpleSlate

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    50% AI Consulting
    50% AI Development

    PurpleSlate is an artificial intelligence company and AI Consulting company. Launched in 2017, the team provides Artificial Intelligence and AI Consulting.

    Read more
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  • Block Intelligence Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    50 - 249
    Madurai, India

    Services provided

    25% AI Consulting
    25% AI Development
    25% Blockchain +1 service
    25% Generative AI

    Block Intelligence is an AI development company. The Madurai, India-based agency provides Artificial Intelligence and Blockchain.

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  • Shorthills AI Logotype

    Not yet reviewed

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

    Services provided

    60% Generative AI
    30% AI Development
    10% AI Consulting

    Headquartered in Gurugram, India and Millville, New Jersey, Shorthills AI is a Generative AI company. They focus on Generative AI and Artificial Intelligence.

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  • krtrimaIQ Cognitive Solutions Logotype

    Not yet reviewed

    $100,000+
    Undisclosed
    10 - 49
    Bengaluru, India

    Services provided

    30% AI Consulting
    25% AI Development
    15% Generative AI +3 services
    15% Other Application Development
    10% AR/VR Development
    5% Robotics Process Automation

    KrtrimaIQ Cognitive Solutions, an AI Consulting company, is in Bengaluru, India. Established in 2018, the team specializes in AI Consulting and Artificial Intelligence.

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  • ChatMasters Logotype

    ChatMasters

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    50% AI Consulting
    50% AI Development

    Small artificial intelligence development company and AI Consulting company ChatMasters, is headquartered in Middletown, Delaware. The team offers Artificial Intelligence and AI Consulting.

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  • Skim AI Technologies Inc Logotype

    Not yet reviewed

    $50,000+
    $300+ / hr
    10 - 49
    New York, NY

    Services provided

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

    Skim AI Technologies Inc is an AI Consulting company. The New York, New York-based team offers AI Consulting and Artificial Intelligence.

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  • Neuron Solutions Logotype

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    10 - 49
    Budapest, Hungary

    Services provided

    35% AI Consulting
    33% AI Development
    32% Generative AI

    AI Consulting company Neuron Solutions offers AI Consulting and Artificial Intelligence. They were launched in 2018.

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  • Labellerr Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    50 - 249
    Middletown, DE

    Services provided

    50% AI Development
    50% Data Annotation Services

    Labellerr is an AI company and Data Annotation Services company. Established in 2019, their team provides Artificial Intelligence and Data Annotation Services.

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  • ThinkCol Limited Logotype

    Not yet reviewed

    $25,000+
    Undisclosed
    10 - 49
    Hong Kong, Hong Kong

    Services provided

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

    ThinkCol Limited is an AI development company. They are based in Hong Kong, Hong Kong and have small team of experts. Their services include Artificial Intelligence and AI Consulting.

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  • Keystride Logotype

    Keystride

    Not yet reviewed

    $1,000+
    < $25 / hr
    50 - 249

    Services provided

    30% AI Consulting
    30% Generative AI
    20% AI Development +2 services
    10% IoT Development
    10% Low/No Code Development

    Keystride is an artificial intelligence firm. The Carlsbad, California-based agency was established in 2013. Their team focuses on Artificial Intelligence and AI Consulting.

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  • API4AI Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    10 - 49
    Concord, CA

    Services provided

    40% AI Development
    20% AI Consulting
    10% Content Moderation Services +3 services
    10% Custom Software Development
    10% Digital Asset Management
    10% Low/No Code Development

    API4AI is an artificial intelligence company. Founded in 2020, the firm is headquartered in Concord, California. Their services include Artificial Intelligence and Custom Software Development.

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  • Typeless Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Cluj-Napoca, Romania

    Services provided

    70% AI Development
    30% Document Digitization & Management

    Typeless is a small Cluj-Napoca, Romania-based artificial intelligence development company. The team provides Artificial Intelligence and Document Digitization & Management.

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  • - Logotype

    -

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    In -, Portugal, - is an artificial intelligence development company. The team offers Artificial Intelligence.

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  • GrapixAI Logotype

    Not yet reviewed

    $100,000+
    $50 - $99 / hr
    250 - 999
    Singapore, Singapore

    Services provided

    35% Generative AI
    20% Application Testing
    15% AI Consulting +2 services
    15% AI Development
    15% Cloud Consulting & SI

    Generative AI company GrapixAI was launched in 2016. Headquartered in Singapore, Singapore and jakarta, Indonesia, the team provides Generative AI and Application Testing.

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  • Inferenz Logotype

    Inferenz

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Cloud Consulting & SI
    20% Generative AI

    Big data analytics company Inferenz was established in 2019. The firm offers BI & big data consulting & SI and cloud consulting & SI.

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  • Softworld Vietnam Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    50 - 249
    Hồ Chí Minh, Vietnam

    Services provided

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

    Softworld Vietnam, an Advertising company, was founded in 2017. Located in Hồ Chí Minh, Vietnam and Thành phố Huế, Vietnam, the team provides Advertising and Mobile App Development.

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  • Skillbyte Logotype

    Skillbyte

    Not yet reviewed

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

    Services provided

    20% Generative AI
    15% AI Consulting
    15% AI Development +5 services
    10% DevOps Managed Services
    10% IoT Development
    10% Low/No Code Development
    10% Microservices Architecture Services
    10% Web Development

    Located in Köln, Germany, Skillbyte is a midsize AI development company. The team offers Artificial Intelligence and Generative AI.

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  • Communication Business Avenue, Inc. Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    50 - 249
    Yokosuka, Japan

    Services provided

    50% Generative AI
    20% AI Consulting
    20% Cloud Consulting & SI +1 service
    10% Unified Communications Consulting & SI

    Communication Business Avenue, Inc. Is a Yokosuka, Japan-based Generative AI company. The team focuses on Generative AI and cloud consulting & SI.

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

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

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

List of the Best Artificial Intelligence Companies

  2. Neoteric Logotype

    Neoteric

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  5. 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
  8. DigitalSuits Logotype

    DigitalSuits

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

    Ability to deliver

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

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  9. 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
  10. 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
  11. 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
  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
  16. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  17. CodeNinja Logotype

    CodeNinja

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

    Ability to deliver

    38.4/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.4/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  19. The NineHertz Logotype

    The NineHertz

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

    Ability to deliver

    39.2/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  21. BotsCrew Logotype

    BotsCrew

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

    Ability to deliver

    38.1/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    100% AI Development
    View Profile Visit Website
  24. 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
  25. 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
  26. Scopic Logotype

    Scopic

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  27. 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
  28. 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
  29. Qubika Logotype

    Qubika

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  30. 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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When AI Determines Strategy: Turning Algorithms Into Real Decisions

Updated March 31, 2026
Ryan Walton

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

Artificial Intelligence Thought Leadership
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The Emerging Relationship Between Social Media and AI

Updated March 11, 2026
Anna Peck

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

Artificial Intelligence Lead Generation
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How to Protect Yourself from AI Scams

Updated February 26, 2026
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AI scams are getting harder to detect. Learn how to protect yourself with these practical steps.

Artificial Intelligence Thought Leadership

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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