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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, United Kingdom, or Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: December 17, 2025
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15 Leaders 15 Contenders

17,768 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 82 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    10% AI Development
    10% CRM Consulting and SI
    10% Cloud Consulting & SI +7 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ECM Consulting and SI
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development
    10% Unified Communications Consulting & SI

    Simform is a technology services company specializing in mobile app development, web development, and custom software solutions. According to reviews, 100% of clients praise their expert technical knowledge, timely project delivery, and exceptional communication skills. Clients consistently report satisfaction with their professional approach and ability to adapt, often highlighting Simform's effective project management and collaborative problem-solving abilities.

    See all 82 projects

    Reviews mention Easy to reach

    Clients consistently highlight Simform's accessibility and responsiveness as a key strength. One client noted the effective communication through daily Skype interactions and team calls, emphasizing that Simform is always available and proactive in addressing issues. Despite occasional challenges, such as missed deadlines due to external factors, the team demonstrates a commitment to client satisfaction and transparency. Overall, the sentiment reflects a strong appreciation for Simform's dedication to maintaining open lines of communication throughout the project lifecycle.
    • Mobile App Development for Application Company
      5.0 Sep 23, 2020

      Our level of communication depends on the project. For some, we talk daily over Skype and send messages back and forth on a daily basis as well. For each, though, we have team Skype calls where we can hash through different issues and make sure the project is on track. Simform is always available and on top of things — the time zone has been no issue whatsoever.

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    8 of 11 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 11 times in the past 6 months

    Recent reviews of Simform reflect a consistently positive sentiment, highlighting their exceptional communication, project management, and technical expertise. Clients praised the team for delivering high-quality work on time, with one CEO noting, "They’ve earned the trust of our highest executives." Another client emphasized their adaptability and responsiveness, stating, "The team is flexible and does what they say they’re going to do." Overall, clients report satisfaction with the outcomes and collaboration, with no significant areas for improvement identified.
    Read 11 Recent Reviews

    Industry Experience

    Simform has received positive feedback across various industries, showcasing their expertise in business services, healthcare, fitness, and real estate, among others. Clients commend their responsiveness, project management, and technical knowledge, with many noting successful outcomes such as improved applications and streamlined processes. The overall sentiment indicates strong satisfaction with their services in these sectors, highlighting Simform's ability to adapt to diverse project requirements and deliver high-quality solutions.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (20) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (2)

    What Clients Have Said

    Clients consistently praise Simform for their cost-effectiveness and overall value, highlighting that their pricing aligns well with the quality of work delivered. For instance, a CEO noted that Simform provided high-quality services at a fraction of the cost compared to hiring in-house developers. Another client appreciated the flexibility and responsiveness of Simform's team, stating that they delivered on time and within budget. However, there are a few concerns regarding communication and project management in specific instances, indicating room for improvement.
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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 Development
    10% AR/VR Development
    10% Blockchain +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Enterprise App Modernization
    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 Flexible

    The overall sentiment regarding flexibility in client feedback for Innowise is highly positive. Clients consistently commend the company's ability to adapt to their specific needs and schedules. For instance, one client noted that Innowise was 'very engaged, responsive, and flexible,' while another highlighted their 'willingness to work with us, such a small company.' Additionally, a CEO praised their flexibility in communication and project management, stating it was instrumental for their startup's success.
    • DevOps Services for Real Estate-Oriented AI-Driven Platform
      5.0 Aug 19, 2024

      Innowise's communication and flexibility have been very important to me. As a small company, I can't hire a team of five people like many of Innowise clients probably do. Still, they're accommodating my size with the hope on both sides that, as I grow, I'll ultimately consume more of their services. I really appreciate that Innowise has given me access to a senior engineer, providing ample flexibility on how much I use them each month.

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    • Software & Shopify Dev for Smart Indoor Greenhouse Mfr.
      5.0 Jul 18, 2022

      Their professionalism, punctuality, and the ability to be flexible and add the needed resources (and vetted resources) quickly. They've been flexible with payment terms, timelines, and our needs. They're a first-class organization.

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    • Web App Dev & Support for Transportation Company
      5.0 Jul 1, 2022

      They're very flexible, and I can speak directly to the developer as much as I want. Regarding tools, we use Trello and Google Meet. Overall, the client manager is very helpful and professional.

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    • Staff Augmentation for IT Consulting Company
      5.0 Feb 22, 2022

      We are impressed with their flexibility and willingness to find solutions for challenging situations.

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    • Website Development for IoT Company
      4.5 Jun 10, 2021

      Good flexibility and availability.

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    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

    Average Project Cost Breakdown

    $10,000 to $49,000 (24) $50,000 to $199,999 (17) $200,000 to $999,999 (10) Less than $10,000 (1)

    What Clients Have Said

    Clients consistently praised Innowise Group for their competitive pricing and excellent value for money. Feedback highlighted that their services fit various budgets while delivering high-quality results, as noted by multiple clients who emphasized good cost-to-value ratios. For instance, a CEO mentioned that Innowise's pricing fit their budget and provided great value, while another client appreciated the fair pricing during their ongoing engagement. Overall, the sentiment towards Innowise's cost-effectiveness is overwhelmingly positive, suggesting a strong alignment between quality and affordability.
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    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 67 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 software development company specializing in AI-driven solutions, mobile app development, and product strategy. The company is noted for its professionalism, innovative approach, and strong project management skills, frequently delivering projects on time and within budget. Approximately 90% of reviews highlight their commitment to understanding client needs, while 80% commend their high-quality deliverables and customer support.

    See all 67 projects

    Reviews mention Results-oriented

    The feedback indicates a strong sentiment of results-oriented performance from BlueLabel. Clients highlighted the successful delivery of a first-to-market mobile solution that transformed customer engagement and exceeded expectations. One client noted their impressive ability to adapt to changing project requirements while delivering incremental value. Additionally, their culture fit and commitment to understanding business objectives were praised, emphasizing BlueLabel's role as a partner in achieving measurable outcomes.
    • Product Design & Mobile App Dev for Agriculture Company
      4.5 May 8, 2025

      Successful delivery of a new customer mobile solution that was first-to-market for our industry. Customer engagement and feedback exceeded expectations and is transforming the overall digital customer experience strategy and expectations for our company. Blue Label was able to challenge and adapt to changing expectations as we delivered incremental value and features during the course of the project.

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    Industry Experience

    BlueLabel has demonstrated expertise across various industries, including Healthcare, Agriculture, Insurance, and Financial Services. Clients commend their proficiency in AI integration, project management, and adaptability in understanding complex needs. The sentiment is overwhelmingly positive, with notable strengths in efficiency and automation in Healthcare, innovative customer engagement solutions in Agriculture, and strong project collaboration in Financial Services. Overall, BlueLabel is particularly well-suited for projects in Healthcare and Insurance, where technology-driven solutions are paramount.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (24) $200,000 to $999,999 (18) $10,000 to $49,000 (16) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback regarding BlueLabel's overall cost and value for money is predominantly positive. Clients frequently highlight that BlueLabel's pricing is reasonable, often noting their services fit well within budget constraints. For instance, one client mentioned they invested approximately $300,000 for substantial improvements in efficiency and automation. Another client appreciated the balance of cost and quality, stating that BlueLabel provided a good value proposition compared to competitors. Overall, clients express satisfaction with the return on investment, citing effective project management and timely delivery.
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    United States (64) Thailand (1) United Arab Emirates (1)
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  • ClearR Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sydney, Australia

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% CRM Consulting and SI +2 services
    20% Cloud Consulting & SI
    20% IT Strategy Consulting

    ClearR is an IT strategy consulting company. Headquartered in Sydney, Australia, the agency was launched in 2019. Their team specializes in IT strategy consulting and BI & big data consulting & SI.

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  • Avilamb Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Arlington, VA

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% CRM Consulting and SI +2 services
    20% Call Center Services
    20% Cloud Consulting & SI

    Established in 2006, Avilamb is a big data company. The agency offers BI & big data consulting & SI and cloud consulting & SI.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 21 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    40% AI Development
    30% Custom Software Development
    15% BI & Big Data Consulting & SI +1 service
    15% Mobile App Development

    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 21 projects

    Reviews mention Communicative

    The overall sentiment regarding Azumo's communication is highly positive across multiple reviews. Clients consistently commend their responsiveness and clarity. For instance, one CEO noted that Azumo provided 'excellent communication' and was always quick to address any questions or needs. Another client highlighted their ability to maintain 'near constant communication' via Teams, enhancing project efficiency. Clients appreciate Azumo's professionalism and their capacity to simplify complex technical concepts, establishing a strong collaborative environment.
    • Software Development for Software Company
      5.0 Dec 20, 2023

      Azumo accurately assesses the scope of work and delivers on time. If the scope increases, or is taking longer than expected, they are quick to notify us and make the appropriate adjustments. I find the communication most impressive and they have pretty much become a part of our company.

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

      We had biweekly, half-hour calls to discuss the project and had other calls as needed; we also used Slack to communicate. They were very responsive and set realistic project timeline expectations. Azumo was very professional, knowledgeable, and had excellent communication.

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    • Chatbot App Dev for Social Network
      4.5 Dec 10, 2018

      From the first phone call through to execution, they provided data in real time and were excellent communicators. We started our communication through Facebook Messenger, but quickly moved to email, phone, and video conferencing.

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    • Mobile App Development for Social Networking Company
      5.0 Aug 26, 2024

      Communication is very good, and if I had any questions or needs, they always provided the support needed.

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    • AI Development Support for AI Systems Company
      5.0 Mar 8, 2023

      Always excellent communication. Our Azumo teams have been based in Latin America, but they respond and communicate with a clarity and responsiveness as if they are simply on a different floor.

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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, client feedback for Azumo has been overwhelmingly positive, highlighting their expertise in designing conversational applications and aligning resources effectively. A director from nlx.ai praised Azumo's ability to exceed expectations in quality and speed, noting their proactive approach in personnel management. The project management was described as comprehensive, with regular communication ensuring timely deliverables. Overall, clients have expressed high satisfaction, with no significant areas for improvement identified.
    Read 1 Recent Review

    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

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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

    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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    Vention Logotype

    Vention

    4.9 98 reviews
    Premier Verified
    $25,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Services provided

    30% Custom Software Development
    10% AI Agents
    10% AI Development +5 services
    10% AR/VR Development
    10% Blockchain
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    Vention is a versatile software development company specializing in AI, software development, and staff augmentation. With a consistent record of delivering projects on time and high-quality work, Vention has received overwhelmingly positive feedback from clients (approximately 100% satisfaction), who praise their talented engineers, effective collaboration, and impressive project management. They are noted for their flexibility, responsiveness, and alignment with client needs.

    See all 98 projects
    1 of 3 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews of Vention reflect a highly positive sentiment, highlighting their exceptional engineering talent and responsiveness. Clients appreciated the quality of work delivered, with one noting a significant bug fix that improved retention by 2-3%. Another praised their effective account management, establishing trusted relationships. Consistently, clients reported timely delivery and effective communication, with no identified areas for improvement. Overall, Vention is recognized as a reliable partner for software development and staff augmentation.
    Read 3 Recent Reviews

    Industry Experience

    Vention has demonstrated expertise across diverse industries, including Fintech, IT, Education, Marketing, and Healthcare. In Fintech, they excel in software development and team augmentation, receiving praise for responsiveness and timely deliveries. In IT, clients commend their problem-solving skills and technical proficiency, while in Education, their collaborative approach has improved project outcomes. Overall sentiment is positive, with a consistent emphasis on quality, flexibility, and effective communication across all sectors.

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    Select Industry to see insights

    Advertising & marketing Education Business services Financial services Food & Beverage Software eCommerce Healthcare Logistics & Supply Chain Hospitality & leisure Consulting Social Networking Energy & natural resources Wellness & Fitness Transportation IT Services Real estate Media Arts, entertainment & music Utilities Chemicals & Biotechnology Consumer Products Information technology Other Industry

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    United States (61) England (13) Canada (3) Germany (2) Lithuania (2) Israel (2) Latvia (1) Iceland (1) New Zealand (1) Singapore (1) Spain (1) Sweden (1) France (1) Scotland (1) Cyprus (1)
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  • Soft 2001, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Cherry Hill, NJ

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% CRM Consulting and SI +2 services
    20% Cloud Consulting & SI
    20% Cybersecurity

    Data analytics company Soft 2001, Inc. Was launched in 1996. Located in Cherry Hill, New Jersey, the team provides BI & big data consulting & SI and cloud consulting & SI.

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  • dataLearning Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    City of London, England

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Corporate Training & Coaching +2 services
    20% DevOps Managed Services
    20% Robotics Process Automation

    Launched in 2014, dataLearning is a data analytics company. The team specializes in BI & big data consulting & SI and Artificial Intelligence.

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  • CGT Innovations Logotype

    CGT Innovations

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% BI & Big Data Consulting & SI
    20% AI Development

    CGT Innovations is a data analytics company launched in 2015. The team offers BI & big data consulting & SI and Artificial Intelligence and is located in Cambridge, Massachusetts.

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  • MASHBOT Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Littleton, CO

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +2 services
    20% DevOps Managed Services
    20% IT Strategy Consulting

    MASHBOT is an IT strategy consulting company. Their small team is headquartered in Littleton, Colorado. Their services include IT strategy consulting and BI & big data consulting & SI.

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  • Bluescale Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Paris, France

    Services provided

    30% Digital Engineering
    20% AI Development
    20% BI & Big Data Consulting & SI +3 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% IT Strategy Consulting

    Bluescale is a Digital Engineering company in Paris, France. Founded in 2008, the team specializes in Digital Engineering and BI & big data consulting & SI.

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  • Featured

    What are Featured Providers?

    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 Adaptable

    Client feedback highlights Qubika's adaptability, noting their responsiveness to project changes and alignment with client needs. One client emphasized that Qubika's team was 'adaptable to changes' and maintained strong communication throughout the project. Another client remarked on December Labs' ability to identify and solve problems proactively, showcasing their agile management approach. Overall, the sentiment regarding adaptability is highly positive, with clients appreciating the flexibility and problem-solving skills demonstrated by both companies.
    • Mobile App Dev & UX/UI Design for R&D Company
      5.0 Aug 30, 2024

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

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    • Custom Software Dev & IT Staff Aug for AI Sales Company
      5.0 Aug 29, 2025

      Qubika managed the project exceptionally well, delivering on time and keeping us updated throughout. They were responsive to our needs, adaptable to changes, and worked closely with our team to ensure everything met our expectations.

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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 Qubika has been overwhelmingly positive, highlighting their technical expertise and responsiveness. One client praised Qubika for building a scalable data warehouse on Databricks, significantly enhancing report generation efficiency. Another noted their ability to rapidly improve app quality and feature sets. Both reviews emphasized the professionalism and collaborative nature of Qubika's team, with no significant areas for improvement identified. Overall, Qubika is viewed as a reliable partner capable of meeting diverse project needs.
    Read 2 Recent Reviews

    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

    View projects from:

    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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    Growexx Logotype

    Growexx

    5.0 17 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Bengaluru, India

    Services provided

    20% AI Consulting
    20% AI Development
    15% BI & Big Data Consulting & SI +3 services
    15% Custom Software Development
    15% ERP Consulting and SI
    15% Generative AI

    Growexx is a versatile technology company specializing in AI, software development, and mobile app solutions. Their services are highly praised across reviews for delivering projects on time, demonstrating excellent project management, adaptability, and client-centric approaches. With 100% of reviewers noting the company's excellent value for cost, and 85% highlighting their impressive project management and commitment to client needs, Growexx stands out as a reliable partner for technology development projects.

    See all 17 projects

    Reviews mention Professional

    Clients consistently commend Growexx for their professionalism and dedication throughout project execution. One client highlighted their commitment, stating, 'The team consists of hardworking individuals with deep knowledge,' while another noted their 'extremely knowledgeable and fair' approach. Both reviews emphasized proactive communication and adherence to project timelines, further reflecting a strong sentiment of professionalism. Overall, Growexx is recognized for their collaborative spirit and ability to deliver high-quality results, with no significant areas for improvement mentioned.
    • Mobile App Dev for Social Networking Platform
      5.0 Jun 17, 2024

      The project management from the Growexx team met and exceeded my expectations. I had a dedicated Product Owner (PO) and Technical Project Manager (TPM) who were driving the whole project. They provided an initial project plan that was detailed and comprehensive, outlining the scope, timeline, and milestones. They were particular about following this plan through, ensuring that each phase of the project was executed as scheduled. Throughout the development process, the team was proactive in reaching out to me to resolve any issues and get clarifications for features. As I introduced new features or changes, the plan was accurately updated to reflect these additions without disrupting the overall timeline. This flexibility and attention to detail were crucial in accommodating my evolving needs. All my feedback was taken into consideration and consistently followed up on, demonstrating their commitment to delivering a product that met my expectations. The Growexx team was highly responsive to my needs, addressing any concerns or questions I had promptly. Their proactive communication and problem-solving approach helped keep the project on track and mitigated potential issues before they could impact the timeline. The work was delivered within a reasonable timeframe, and I was regularly updated on the progress through detailed reports and Jira tracking. They managed to balance the development pace with maintaining high-quality standards, ensuring that all deliverables met the agreed-upon milestones. Overall, their project management was a key factor in the success of the TellFriends app. The combination of dedicated roles, proactive communication, adherence to the initial plan, and efficient issue resolution ensured that the project was completed to my satisfaction.

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    • Mobile App & Custom Software for Cocktail Delivery Service
      5.0 Jul 15, 2023

      We ran 10-day sprints using Agile methodology. They met most if not all requirements and tasks during each week. At the end of the sprint, any task that was not completed was put on a backlog and was completed efficiently and quickly, within the agreed proposed timeframe. They were extremely knowledgeable and fair. I felt I could trust them, and I feel we built a team, that could lead to success. They understood requirements well and interpreted them accurately in their delivery. Very professional.

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    Industry Experience

    Growexx has successfully delivered projects across various industries including Consulting, Medical, Information Technology, Education, Social Networking, eCommerce, Manufacturing, Healthcare, and Human Resources. Clients commend their expertise in AI solutions and project management, highlighting timely delivery and adaptability. Overall sentiment is highly positive, with particular strengths noted in effective communication, flexible staffing, and a client-centric approach, making Growexx a strong fit for projects requiring technological innovation and support across diverse sectors.

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    Select Industry to see insights

    Human Resources Consulting Medical Information technology Education Social Networking Software Healthcare Transportation eCommerce Manufacturing

    Average Project Cost Breakdown

    $10,000 to $49,000 (3) $50,000 to $199,999 (3) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently highlight Growexx's competitive pricing and exceptional value for money. For instance, one CEO noted they chose Growexx due to its 'lowest cost proposals but the highest quality proposal.' Another client emphasized that Growexx offered 'good value for cost' and delivered projects on time and within budget. Overall sentiment suggests that clients appreciate the affordability and quality of services provided, often describing them as a reliable partner that aligns well with their budgetary constraints.
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    United States (9) India (5) Canada (1)
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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 24 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 versatile software development company specializing in UI/UX design, website development, and mobile app development. Across the reviews, 100% of clients commend their technical expertise and reliability in delivering projects on time. Clients highlight their exceptional communication, constructive problem-solving, and alignment with client values. Some note minor areas for improvement, such as project management efficiency and internet connectivity during meetings, but overall satisfaction is high.

    See all 24 projects
    2 of 2 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 2 times in the past 6 months

    In recent reviews, clients praised Phaedra Solutions for their technical expertise and responsiveness. One CEO noted a 40% reduction in manual tasks due to effective automation and highlighted the team's strong project management skills and clear communication. Conversely, a charity president pointed out that while project management needed improvement, Phaedra's problem-solving capabilities and commitment to client needs were commendable. Overall, the sentiment reflects satisfaction with project outcomes and collaboration.
    Read 2 Recent Reviews

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including Software, Nonprofit, Legal, Retail, Advertising & Marketing, IT Services, and Energy. Feedback highlights their strengths in UI/UX design, project management, and technical execution. Clients appreciate their proactive communication, timely delivery, and deep technical knowledge. Overall sentiment is positive, particularly in the Software and Nonprofit sectors, indicating strong alignment for projects requiring robust digital solutions and creative design.

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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

    Average Project Cost Breakdown

    $10,000 to $49,000 (6) $50,000 to $199,999 (5) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients have consistently praised Phaedra Solutions for their affordability and value for money. One client noted they were 'very affordable,' while another highlighted their commitment to delivering high-quality work on time and within budget. The team is recognized for their responsiveness and ability to go above and beyond to meet project needs. Overall, feedback reflects a strong sentiment of satisfaction with the company's pricing relative to the quality of services provided.
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    View projects from:

    United States (9) United Arab Emirates (3) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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  • BRACHIN LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Naples, FL

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cybersecurity +3 services
    20% ERP Consulting and SI
    10% IT Strategy Consulting
    10% Robotics Process Automation

    BRACHIN LLC is a big data analytics company. Their small team of employees is based in Naples, Florida. Their team offers BI & big data consulting & SI and ERP consulting and SI.

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  • Cloud Authorities Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Hollywood, FL

    Services provided

    80% Cybersecurity
    20% AI Development

    Headquartered in Hollywood, Florida, Cloud Authorities is a small Cybersecurity company. The team offers Cybersecurity and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    LANARS Logotype

    LANARS

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

    Services provided

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

    LANARS is a versatile software development company specializing in mobile app and web development, focusing on Cloud integration and backend solutions. Across reviews, LANARS is praised for their strong communication, commitment to timelines, and ability to handle complex projects even in challenging circumstances. Approximately 100% of reviewers commend their project management and technical expertise, highlighting their consistent delivery of high-quality work.

    See all 13 projects

    Reviews mention Experienced

    The feedback regarding LANARS highlights their extensive experience and thoroughness in project execution. A client noted that LANARS built a comprehensive dashboard integration for IoT data, demonstrating their capability in handling complex projects. They were praised for providing valuable technological suggestions during the bidding process. The client emphasized LANARS' strong project management and responsiveness, with no identified areas for improvement, reflecting a highly positive sentiment overall.
    • Backend Dashboard Integration & Visualization for IoT Firm
      5.0 Feb 9, 2017

      LANARS' team is experienced and thorough, developing our project in its entirety.

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    Industry Experience

    LANARS has demonstrated expertise across various industries, including Manufacturing, IT Services, Financial Services, and Business Services. Clients commend their exceptional communication, project management, and ability to deliver high-quality software solutions. The overall sentiment is positive, with businesses noting improvements in app performance, user satisfaction, and operational efficiency. Their strengths lie particularly in mobile app development and cloud integration, making them well-suited for technology-focused projects and startups.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently highlight LANARS' competitive pricing and high-quality deliverables, viewing them as a strong value for money. One client noted, "They work fast, structured, and are not too pricy," while another remarked on their "honesty" in pricing and transparency. Overall, the sentiment is positive; clients feel that LANARS exceeds expectations regarding cost-effectiveness and quality, often recommending them for projects based on their favorable financial terms.
    Read All Reviews

    View projects from:

    Norway (3) United States (2) Australia (1) Canada (1) Germany (1)
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    Krazimo Logotype

    Krazimo

    5.0 8 reviews
    Premier Verified
    $50,000+
    $50 - $99 / hr
    10 - 49
    Bengaluru, India

    Services provided

    35% AI Development
    25% Generative AI
    10% AI Consulting +3 services
    10% API Development
    10% Microservices Architecture Services
    10% Web Development

    Krazimo is a technology development and consultancy firm specializing in advanced AI and Web3 solutions. With a focus on AI-driven projects, such as real-time data integration and scalable SaaS platforms, they deliver high-quality outcomes, praised by clients for their adaptability and effective project management. Review feedback is overwhelmingly positive, with no significant negative remarks, highlighting their technical expertise and customer-centric approach.

    See all 8 projects

    Reviews mention Honest

    The client praised Krazimo for their honesty and transparency, noting that the developers are open about their capabilities and timelines, which fosters a reliable working relationship. The reviewer highlighted that Krazimo avoids overpromising and underdelivering, emphasizing their commitment to maintaining a good reputation. This level of integrity made the collaboration smooth and effective, contributing to the client's overall satisfaction with the consulting services provided.
    • Feature Development for Stealth AI Company
      5.0 Feb 3, 2025

      My last and final favorite aspect of Krazimo's consulting service is the honesty of their developers. They're transparent about when they can and can't do something and take any potential reputational harm from not delivering on what they should very seriously, making them very easy to work with because they try to avoid overpromising and underdelivering, which I hate.

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    Read All Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (3) $10,000 to $49,000 (2)

    What Clients Have Said

    Krazimo is consistently recognized for providing excellent value for money, with clients noting that their pricing aligns well with project budgets. One client emphasized that Krazimo's pricing fit their budget while delivering good value. Another highlighted the company's ability to deliver high-quality results while maintaining a cost-effective approach. Overall, feedback suggests strong client satisfaction regarding the balance of cost and the quality of deliverables, reinforcing Krazimo's reputation as a reliable partner.
    Read All Reviews

    More responsive than most other service providers

    Krazimo 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 (3) Canada (1) India (1) Latvia (1) Singapore (1)
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    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 Open to feedback

    Clients consistently express positive sentiment regarding Imobisoft's openness to feedback. One client noted their agility and willingness to discuss issues, stating, 'It was great to bounce ideas on particular problems with the team.' Another emphasized that Imobisoft listens to their ideas and provides constructive feedback, affirming their collaborative approach. Overall, the feedback indicates that Imobisoft fosters a responsive and adaptive working relationship, enhancing project outcomes through effective communication and problem-solving.
    • Web, Android & iOS App Development & Design for Transport Co
      5.0 Sep 19, 2025

      Imobisoft's knowledge is so vast that it's almost overwhelming. It's great to know that they listen to your ideas and tweaks when you approach them with an idea. Imobisoft gives you feedback on whether something is plausible or if there's a better solution. Ensure you have your knowledge beforehand. Even if you don't, Imobisoft will help you along your path.

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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, Imobisoft has received positive feedback for their expertise in software development and project management. Clients praised their responsiveness and ability to meet deadlines while staying within budget. One client noted, "Imobisoft is very fast-reacting and will come back to me within a day or two," highlighting their effective communication. Another remarked on their deep industry knowledge and guidance throughout the project. Overall, clients express high satisfaction and recommend coming prepared with project concepts.
    Read 2 Recent Reviews

    Industry Experience

    Imobisoft has demonstrated expertise across various industries, including Information Technology, Food & Beverage, Healthcare, and Legal. Clients commend their project management, technical knowledge, and ability to deliver tailored solutions. The strong sentiment is particularly noted in Healthcare and IT Services, where their technical capabilities positively impacted operational efficiencies. In Food & Beverage, they enhanced stock management systems, while in Legal, they successfully redesigned complex websites. Overall, their impact is favorable, making them a strong candidate for clients in these sectors.

    Read All Reviews

    Select Industry to see insights

    Information technology Food & Beverage Legal Nonprofit IT Services Business services Design Real estate Healthcare Manufacturing Education Transportation Energy & natural resources

    View projects from:

    England (11) Saudi Arabia (1)
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  • Amano Social Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Virginia Gardens, FL

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% IoT Development +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    Based in Virginia Gardens, Florida, Amano Social is a small social media marketing agency. Their services include Social Media Marketing and Search Engine Optimization.

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  • Intuitive API Logotype

    Intuitive API

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Market Research +2 services
    20% Robotics Process Automation
    20% Sales Outsourcing

    Intuitive API is a small Market Research company based in San Mateo, California. The team specializes in Market Research and BI & big data consulting & SI.

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  • Featured

    What are Featured Providers?

    Tallium Inc. Logotype

    Tallium Inc.

    4.9 37 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    10 - 49
    Kyiv, Ukraine

    Services provided

    35% Custom Software Development
    20% UX/UI Design
    15% Mobile App Development +5 services
    10% Web Development
    5% AI Development
    5% BI & Big Data Consulting & SI
    5% Blockchain
    5% IT Staff Augmentation

    Tallium Inc. is a versatile software development company specializing in mobile app and web platform development, with strong expertise in UX/UI design and backend/frontend integration. Overall, 100% of the reviews reflect positive feedback, highlighting their excellent project management, technical expertise, and commitment to client satisfaction. Approximately 90% of reviewers commend their communication and responsiveness as standout attributes.

    See all 37 projects

    Reviews mention Results-oriented

    Tallium Inc. has received positive feedback for being results-oriented, particularly noted for delivering a high-quality web app solution that effectively drives traffic from marketing campaigns. Clients praised their commitment to meeting timelines and their proactive approach in accommodating additional feature requests. One client specifically highlighted their impressive performance during challenging conditions, stating, 'To deliver such great results through COVID-19 is a testament to their operations.' Overall, the sentiment regarding their results-oriented focus is highly favorable.
    • Web Development for Digital Company
      5.0 Feb 24, 2021

      The first phase solution is a great Web App that allows us to drive traffic from Marketing Campaigns and promote case studies via the CMS admin panel as we instructed. Their willingness to get on with any additional feature request throughout the project launch to the delivery journey. To deliver such great results through COVID19 is a testament to their operations.

      Read Full Review
    Read All Reviews
    3 of 3 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 3 times in the past 6 months

    In the past six months, client feedback for Tallium Inc. has been overwhelmingly positive. Clients praised their strong project management, timely deliveries, and effective communication. Notably, the development of the PROSTOR mobile app led to increased user engagement and multiple awards. The CTO of DigiSigner highlighted their adaptability and responsiveness to feedback, while the CEO of Voice2Me commended their professionalism and innovative approach. Overall, clients expressed high satisfaction with the quality of service and collaboration.
    Read 3 Recent Reviews

    More responsive than most other service providers

    Tallium Inc. 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 (7) Ukraine (5) England (4) Sweden (4) Germany (3) Canada (2) Mauritius (1) Romania (1) Malta (1) Switzerland (1) Kenya (1) Kazakhstan (1) Hong Kong (1)
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    Leobit Logotype

    Leobit

    4.9 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    50% Custom Software Development
    20% Web Development
    10% AI 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

    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

    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

    More responsive than most other service providers

    Leobit is very responsive

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

    View projects from:

    United States (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
  • webtechno.com Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Rancho Mirage, CA

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% CRM Consulting and SI +2 services
    20% Email Marketing
    20% Web Development

    Webtechno.com is a Rancho Mirage, California-based Email Marketing company. Established in 2012, the team provides Email Marketing and BI & big data consulting & SI.

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  • Cosmosboard Logotype

    Cosmosboard

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% UX/UI Design

    Cosmosboard is an user experience design company. They are based in San Diego, California and have small team. Their services include UX/UI Design and BI & big data consulting & SI.

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  • LS Servizi Logotype

    LS Servizi

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Custom Software Development +2 services
    20% Web Design
    20% Web Development

    LS Servizi, a web design agency, is based in Lanciano, Italy. The team offers Web Design and BI & big data consulting & SI.

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  • MindRobo Logotype

    MindRobo

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% BI & Big Data Consulting & SI
    20% AI Development
    20% Web Design +1 service
    20% Web Development

    MindRobo is a big data analytics company. Headquartered in Las Vegas, Nevada, the firm was established in 2020. Their team specializes in BI & big data consulting & SI and Web Design.

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  • RiskView Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

    20% BI & Big Data Consulting & SI
    20% Cybersecurity
    10% AI Consulting +5 services
    10% AI Development
    10% Cloud Consulting & SI
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Robotics Process Automation

    Located in Toronto, Canada, RiskView is a data analytics company. Founded in 2012, the team provides BI & big data consulting & SI and Cybersecurity.

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  • Nalyze Logotype

    Nalyze

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% BI & Big Data Consulting & SI
    40% Web Development
    20% AI Development

    Nalyze is a Nantes, France-based data analytics company. They specialize in BI & big data consulting & SI and Web Development.

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  • DOSANJH USA Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    San Jose, CA

    Services provided

    30% Cybersecurity
    30% IT Strategy Consulting
    20% AI Development +1 service
    20% Cloud Consulting & SI

    Launched in 2010, DOSANJH USA Inc., a small IT strategy consulting company, is based in San Jose, California. Their team focuses on IT strategy consulting and Cybersecurity.

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  • JAM Idea Agency Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Houston, TX

    Services provided

    60% Pay Per Click
    20% AI Consulting
    20% Branding

    JAM Idea Agency is a PPC agency. Founded in 2018, the team offers Pay Per Click and Branding.

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  • Capitalally Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Fort Worth, TX

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Cybersecurity +3 services
    20% IT Strategy Consulting
    10% Web Design
    10% Web Development

    Capitalally is an IT strategy consulting company. Their small team is headquartered in Fort Worth, Texas. Their services include IT strategy consulting and cloud consulting & SI.

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  • Ashgur Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

    40% IT Strategy Consulting
    20% Business Consulting
    20% Generative AI +1 service
    20% IT Managed Services

    Founded in 2023, Ashgur Consulting is an IT strategy consulting company. The team offers IT strategy consulting and IT managed services and is located in Toronto, Canada.

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  • clowd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sacramento, CA

    Services provided

    20% AI Development
    20% IT Strategy Consulting
    10% Back Office Outsourcing +5 services
    10% Business Consulting
    10% CRM Consulting and SI
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% IT Managed Services

    Clowd, an IT strategy consulting company, is in Sacramento, California. Their services include IT strategy consulting and Artificial Intelligence.

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  • Stacktical Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Paris, France

    Services provided

    20% AI Development
    20% Application Testing
    20% Blockchain +2 services
    20% Cloud Consulting & SI
    20% IT Strategy Consulting

    Stacktical, a small IT strategy consulting company, is located in Paris, France. The team offers IT strategy consulting and cloud consulting & SI.

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  • DB Marketing Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    New York, NY

    Services provided

    20% AI Development
    20% Business Consulting
    20% CRM Consulting and SI +2 services
    20% Fractional CMO Services
    20% Marketing Strategy

    Marketing Strategy company DB Marketing Technologies was established in 1999. The agency specializes in Marketing Strategy and CRM consulting and SI.

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  • Relate Consulting & Co Logotype

    Relate Consulting & Co

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Business Consulting +2 services
    20% IoT Development
    20% Web Development

    Relate Consulting & Co is a Toronto, Canada-based big data analytics company. They offer BI & big data consulting & SI and Web Development and were launched in 2002.

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  • MVMT Group Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Memphis, TN

    Services provided

    25% CRM Consulting and SI
    20% AI Consulting
    20% Branding +2 services
    20% Sales Outsourcing
    15% Business Consulting

    Located in Memphis, Tennessee, MVMT Group is a CRM consulting and SI company. Established in 2021, the team specializes in CRM consulting and SI and Branding.

    Read more
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  • Tagus Capital LLP Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    West Sussex, England, England

    Services provided

    50% Blockchain
    30% Digital Asset Management
    20% AI Development

    Tagus Capital LLP is a Blockchain company. Founded in 2021, the team provides Blockchain and Digital Asset Management.

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  • GoKnown, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Aventura, FL

    Services provided

    20% AI Development
    20% Blockchain
    20% Blockchain Marketing +3 services
    20% Cybersecurity
    10% Logistics & Supply Chain Consulting
    10% Procurement Support

    Launched in 2018, GoKnown, LLC is a Cybersecurity company. Their team provides Cybersecurity and Artificial Intelligence.

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  • SaaSLabs Technology Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Cremorne, Australia

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Blockchain +2 services
    20% Computer Engineering
    20% IoT Development

    Founded in 2022, SaaSLabs Technology is a big data analytics company. Their services include BI & big data consulting & SI and IoT development.

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  • Agloob Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Espinardo, Spain

    Services provided

    20% AI Development
    20% Content Writing Services
    20% Market Research +2 services
    20% Search Engine Optimization
    20% Translation

    Based in Espinardo, Spain, Agloob is a Market Research company. They focus on Market Research and Search Engine Optimization and were founded in 2008.

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  • Defy Trends LLC Logotype

    Defy Trends LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    30% Blockchain
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Market Research
    10% API Development

    Launched in 2021, Defy Trends LLC is a small Blockchain company located in Miami Beach, Florida. Their team provides Blockchain and Market Research.

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  • BlokTrek Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    West Windsor Township, NJ

    Services provided

    80% Blockchain
    20% Generative AI

    Based in West Windsor Township, New Jersey, BlokTrek Inc. Is a Blockchain company. They focus on Blockchain and Generative AI and were founded in 2022.

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  • Propellyr Inc. Logotype

    Propellyr Inc.

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Blockchain
    20% Cloud Consulting & SI +2 services
    20% Custom Software Development
    20% IoT Development

    Founded in 2022, Propellyr Inc. Is a cloud consulting & SI company. The agency specializes in cloud consulting & SI and Custom Software Development.

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  • SophoTek Logotype

    SophoTek

    Not yet reviewed

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

    Services provided

    40% Custom Software Development
    15% Cloud Consulting & SI
    15% Microservices Architecture Services +3 services
    10% AI Consulting
    10% AI Development
    10% Web Design

    SophoTek is a software development firm. The San Jose, Costa Rica-based agency was launched in 2024. Their team focuses on Custom Software Development and cloud consulting & SI.

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  • Batty Fang Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Cincinnati, OH

    Services provided

    20% AI Development
    20% Branding
    20% Pay Per Click +3 services
    20% Search Engine Optimization
    10% Content Marketing
    10% Graphic Design

    Batty Fang is a branding company. The Cincinnati, Ohio-based firm focuses on Branding and Search Engine Optimization.

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  • Conductrics INC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    New York, NY

    Services provided

    60% Application Testing
    20% AI Development
    20% API Development

    Conductrics INC is a small Application Testing company based in Austin, Texas and New York, New York. The team specializes in Application Testing and Artificial Intelligence.

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  • Peytec Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Richmond Hill, Canada

    Services provided

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

    Headquartered in Richmond Hill, Canada, Peytec Inc. Is a small IoT development company. Their services include IoT development and BI & big data consulting & SI.

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  • IoT Consultants Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Adelaide, Australia

    Services provided

    40% IoT Development
    20% AI Development
    20% Digital Engineering +2 services
    10% Application Testing
    10% Architectural Design

    Based in Adelaide, Australia, IoT Consultants is an IoT development company. Established in 2020, the team focuses on IoT development and Artificial Intelligence.

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  • mSemicon Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Rathcoole, Ireland

    Services provided

    70% IoT Development
    20% AI Development
    10% Application Testing

    Small IoT development company mSemicon, is based in Rathcoole, Ireland. The team focuses on IoT development and Artificial Intelligence.

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  • Tacit Growth Strategies, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    San Antonio, TX

    Services provided

    40% Business Consulting
    20% AI Consulting
    20% Content Writing Services +1 service
    20% Corporate Training & Coaching

    Tacit Growth Strategies, LLC is a Business Consulting company. They are located in San Antonio, Texas, and their services include Business Consulting and Corporate Training & Coaching.

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  • CodeFren Logotype

    CodeFren

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Consulting
    20% AR/VR Development
    20% IoT Development +3 services
    20% Search Engine Optimization
    10% Content Marketing
    10% Web Design

    CodeFren, a SEO company, offers Search Engine Optimization and AR/VR development. The firm is located in Cork City, Ireland.

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  • Intellectus Agency Logotype

    Intellectus Agency

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Social Media Marketing
    10% Content Marketing +5 services
    10% Conversion Optimization
    10% Pay Per Click
    10% Search Engine Optimization
    10% Web Design
    10% Web Development

    Intellectus Agency is a Kyiv, Ukraine-based social media marketing agency. They provide Social Media Marketing and Artificial Intelligence.

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  • Lead Rocket Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Peppermint Grove, Australia

    Services provided

    20% AI Development
    20% CRM Consulting and SI
    20% Pay Per Click +3 services
    20% Social Media Marketing
    10% Conversion Optimization
    10% Email Marketing

    Lead Rocket is a small social media marketing agency headquartered in Peppermint Grove, Australia. Their services include Social Media Marketing and Pay Per Click.

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  • OptSus Marketing Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Research Triangle Park, NC

    Services provided

    20% AI Consulting
    20% Content Marketing
    20% Search Engine Optimization +2 services
    20% Social Media Marketing
    20% Web Design

    OptSus Marketing is a social media marketing agency headquartered in Research Triangle Park, North Carolina. Launched in 1995, the team focuses on Social Media Marketing and Content Marketing.

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  • Imagen Social S.L Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Moralzarzal, Spain

    Services provided

    20% AI Development
    20% Business Consulting
    20% Content Marketing +2 services
    20% Digital Strategy
    20% Social Media Marketing

    Imagen Social S.L is a Digital Strategy company launched in 2011. Their services include Digital Strategy and Social Media Marketing.

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  • Emmy Drafts Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Dallas, TX

    Services provided

    20% AI Development
    20% IT Strategy Consulting
    20% Search Engine Optimization +3 services
    20% Web Design
    10% Branding
    10% Web Development

    Emmy Drafts is a SEO agency. Founded in 2013, their team specializes in Search Engine Optimization and Web Design.

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  • AIBoost Marketing Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    10% AI Consulting
    10% AI Development
    10% CRM Consulting and SI +7 services
    10% Content Marketing
    10% Ecommerce Marketing
    10% Email Marketing
    10% Pay Per Click
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Design

    Headquartered in London, England, AIBoost Marketing is a social media marketing company. They provide Social Media Marketing and Content Marketing and were established in 2022.

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  • Lead Hero AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    20% CRM Consulting and SI
    10% AI Consulting
    10% AI Development +6 services
    10% Advertising
    10% Email Marketing
    10% Marketing Strategy
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Development

    Lead Hero AI is a CRM consulting and SI company. Launched in 2018, the firm is located in London, England. Their services include CRM consulting and SI and Advertising.

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  • Transcript Divas Logotype

    Transcript Divas

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% Transcription
    40% Translation
    10% AI Consulting +1 service
    10% AI Development

    Transcript Divas, a small Transcription company, is headquartered in. The team focuses on Transcription and Translation.

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  • Docstack Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    City of London, England

    Services provided

    10% AI Consulting
    10% AI Development
    10% CRM Consulting and SI +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Customer Service Outsourcing
    10% ECM Consulting and SI
    10% ERP Consulting and SI
    10% IT Managed Services
    10% Web Design

    Docstack is a small artificial intelligence firm based in City of London, England. The team specializes in Artificial Intelligence and cloud consulting & SI.

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Why Trust Clutch

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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

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Clutch’s commitment to transparency is ongoing. We’re constantly refining our systems to protect the integrity of reviews and support you in finding the right agency.

Ability to deliver
Focus
Clutch Leaders Matrix

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

1 STX Next
2 Quytech
3 eSparkBiz
4 Neoteric
5 BlueLabel
6 tkxel
7 blackthorn.ai
8 NineTwoThree AI Studio
9 fxis.ai
10 Edvantis
11 Fingent
12 Osedea
13 ServReality
14 HatchWorks AI
15 Deviniti

List of the Best Artificial Intelligence Companies

  3. eSparkBiz Logotype

    eSparkBiz

    $5,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

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

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  4. 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
  6. tkxel Logotype

    tkxel

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  7. 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
  10. Edvantis Logotype

    Edvantis

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% 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
  18. Coherent Solutions Logotype

    Coherent Solutions

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    Minneapolis, MN

    Ability to deliver

    38.2/40.0
    19.2/20 Reviews
    9.2/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

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

    Valere

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

    Ability to deliver

    38.1/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  20. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

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

    Service focus

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

    Qubika

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  23. SEROKELL Logotype

    SEROKELL

    $10,000+
    $50 - $99 / hr
    50 - 249
    Paris, France

    Ability to deliver

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

    Service focus

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

    Waverley Software

    $50,000+
    $50 - $99 / hr
    250 - 999
    Palo Alto, CA

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  25. Appinventiv Logotype

    Appinventiv

    $50,000+
    $25 - $49 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    37.8/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

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

    Orases

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

    Ability to deliver

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

    Service focus

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

    Digica

    $10,000+
    $50 - $99 / hr
    50 - 249
    Manchester, England

    Ability to deliver

    37.6/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  28. Antier Solutions Logotype

    Antier Solutions

    $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
  29. EB Pearls Logotype

    EB Pearls

    $5,000+
    $25 - $49 / hr
    250 - 999
    Surry Hills, Australia

    Ability to deliver

    40/40.0
    20/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    25% AI Development
    75% Other
    View Profile Visit Website
  30. Sparq Logotype

    Sparq

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    Atlanta, GA

    Ability to deliver

    37.4/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    25% AI Development
    75% Other
    View Profile Visit Website

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Updated December 16, 2025
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Discover key factors to choose the right Gen AI partner in 2026 to drive innovation, efficiency, and business growth. A complete guide.

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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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