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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 18, 2025
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15 Leaders 15 Contenders

17,810 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 Efficient

    Clients consistently praised Simform for their efficiency and project management skills. For instance, one reviewer highlighted their proactive communication and structured approach, noting the team's adaptability in overcoming unforeseen challenges. Another client emphasized Simform's project-oriented mindset, stating they maintained a prioritized task list to ensure timely delivery. Overall, the sentiment regarding efficiency is overwhelmingly positive, with clients expressing satisfaction in how effectively Simform managed resources and maintained high-quality outcomes.
    • App Dev for Pool Industry Communication Platform
      5.0 Aug 26, 2020

      The whole process was a pleasure. Simform was really efficient and on the ball. Of course, Simform is really easy to talk to, but they’re very efficient and don’t like to waste unnecessary time.

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    • Create Digital Tools for Communication Platform for Parents
      5.0 Jul 2, 2020

      They have done a great job in working with us to manage the project so far. In general, they are also highly organized and efficient at all times. Their team is incredibly flexible in the ways in which they work with their clients.

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    • Mobile & Web Devs for Community Kitchen App
      5.0 Sep 16, 2019

      It has allowed the Community Kitchen to become much more efficient and cost-effective. He’s also effective at getting us to provide information to the team to keep the project moving forward without delay. They accomplished each task in an orderly manner until delivering the end result.

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    • UI/UX Design Services & Testing for Mgmt Software Co
      5.0 Mar 13, 2025

      Simform's project management was highly efficient, with all deliverables made on time. They were very responsive to our needs, with the team actively engaging through Microsoft Teams and daily online meetings for status updates. Team members also posted delay updates in the Teams channel, ensuring transparency.

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    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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    United States (48) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    Innowise Logotype

    Innowise

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

    Services provided

    10% AI 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 Unique expertise

    Client feedback consistently highlights Innowise's unique expertise across various projects. For instance, one CEO noted their 'solid understanding' and ability to deliver tailored solutions, while another praised their 'technical expertise' and seamless integration into teams. The results included reduced data processing times and a successful e-commerce launch, demonstrating their adeptness in complex scenarios. Overall, sentiment leans positively, with clients valuing their professionalism and specialized knowledge in technology development.
    • Staff Aug, Blockchain & E-Commerce Dev for Software Company
      5.0 Jul 25, 2024

      The company demonstrated expertise in the required domain which was a significant factor in our project. Their ability to deliver quality products on time was also notable. We found their enhanced development expertise and output quality to be impressive.

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    • UX/UI Design for Software Company
      5.0 May 16, 2024

      The quality of developers at Innowise was remarkable. They demonstrated exceptional expertise and technical proficiency. Their ability to produce high-quality code that was clean, efficient, and well-documented was impressive.

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    • Web3 Interface & Solidity Contracts Dev for Blockchain Co
      5.0 Jan 23, 2024

      Innowise showed a depth of capability and a strong ability to understand complex business cases. Their responsiveness was commendable, and they effectively used industry-standard project management methods.

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    • IT Staff Augmentation for IT Services Company
      5.0 Sep 8, 2023

      Innowise Group assembled a custom team of 7 engineers who were experts in their scope of work. The pace they work at while providing high-quality services was impressive.

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    • Go Language Project for IT Consulting Firm
      4.5 Feb 8, 2023

      The team from Innowise was praised for their expertise in the Go language. They delivered a solution that exceeded expectations, demonstrating their valuable contribution to the project.

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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 Innowise has been overwhelmingly positive. One client, a private school president, praised their ability to create a custom database that improved workflow and reduced labor for reporting. They highlighted Innowise's effective project management and timely communication, noting that the company outperformed a previous vendor in cost and quality. Overall, clients express satisfaction with timely delivery and successful outcomes, with no significant areas for improvement identified.
    Read 1 Recent Review

    Industry Experience

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

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    Select Industry to see insights

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

    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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    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 Unique expertise

    Clients have consistently commended BlueLabel for their unique expertise in mobile app development, particularly in Android architecture and project management. One client highlighted the mentorship provided by their lead developer, which enhanced their team's capabilities. Another noted BlueLabel's holistic approach and breadth of expertise as key differentiators, contributing significantly to project success. Overall, the sentiment regarding their unique expertise is overwhelmingly positive, with clients expressing satisfaction and appreciation for the value added throughout their collaborations.
    • App Refactoring & Features Dev for Navigation App Company
      5.0 Sep 13, 2024

      Blue Label's skilled Android developer not only contributed to our project, but made a substantial impact in our future by providing useful mentorship to our team in their area of expertise. This set us up on the right foot both with work completed, our app architecture and our processes for moving forward after contract completion.

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    • Game Development for Nonprofit Organization
      5.0 May 18, 2022

      The most impressive aspect of Blue Label was their ability to understand the nuance of our industry and try to expand and develop the world to as real of a situation as possible.

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    • Mobile App Dev for Mobile Game Development Company
      4.5 May 2, 2018

      Blue Label made clear that they were invested in this idea. Throughout the project, they brought on and consulted a variety of resources that added tremendous value. Their breadth of expertise makes them a unique and valuable partner.

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    • Mobile App Development for Sports Fan Platform
      5.0 May 4, 2016

      Their technical expertise is also something that really sets them apart. There was never a time that they couldn't do something that we suggested. They told us that the sky is the limit, and they proved it.

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    1 of 2 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Recent reviews of BlueLabel highlight their exceptional capability in AI development and project management. Clients reported significant efficiency improvements, with one noting a reduction in task durations from 40–45 minutes to just 10–12 minutes. Feedback emphasized their professionalism and ability to meet deadlines, although some suggested enhancing communication with non-technical teams. Overall, client sentiment is overwhelmingly positive, with satisfaction regarding results and ongoing collaborations.
    Read 2 Recent Reviews

    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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  • CrowdM Italy Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Milano, Italy

    Services provided

    20% AI Development
    20% Advertising
    20% Pay Per Click +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    CrowdM Italy is an Advertising company headquartered in Milano, Italy. Their services include Advertising and Artificial Intelligence.

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  • ECS ME LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    50% ERP Consulting and SI
    30% Cloud Consulting & SI
    20% AI Development

    ECS ME LLC is an ERP consulting and SI company launched in 2008. The team provides ERP consulting and SI and cloud consulting & SI and is based in Dubai, United Arab Emirates.

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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 Patient

    Overall, client sentiment regarding Azumo's patience is highly positive. One client highlighted their outstanding professionalism and noted that Azumo was 'patient in explaining everything' to a non-technical team, translating complex concepts effectively. Another client commended their 'patience with Amazon’s requirements,' which demand high standards. This consistent feedback underscores Azumo's commitment to ensuring client understanding and satisfaction throughout the project lifecycle.
    • Artificial Intelligence Dev for Discovery Networks Latin America
      5.0 Nov 30, 2018

      Their development knowledge is impressive. They’ve been very professional and patient with Amazon’s requirements, which ask for very high standards.

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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (5) Less than $10,000 (3) $10,000 to $49,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently highlight Azumo's competitive pricing and strong value for money. For example, the Director of nlx.ai noted that Azumo's pricing fit their budget while exceeding expectations regarding quality and speed. Similarly, a CEO emphasized Azumo's good value for cost, stating they delivered significant improvements within financial constraints. Overall, clients express satisfaction with the balance between cost and the high-quality services provided, reinforcing Azumo's reputation as a cost-effective partner.
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    More responsive than most other service providers

    Azumo is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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    TELUS Digital Logotype

    TELUS Digital

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Meets deadlines

    The feedback regarding Willow Tree Apps' ability to meet deadlines is predominantly positive. Clients noted that the team consistently met their deadlines, with one client stating, 'They met their deadlines and all of those good things.' Although there were instances of tight timeframes, the overall sentiment reflects satisfaction with their punctuality and project management. Clients appreciated the partnership aspect and the commitment to delivering on time, even under pressure.
    • Public University Mobile Development
      5.0 Aug 20, 2012

      They met their deadlines and all of those good things. It was a good partnership; sometimes the scope can creep, and the vendors can say that’s going to cost you more money, that kind of thing. We had very little of that in this project. The tight timeframe that we were demanding, and they met it. They handled it pretty well.

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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Client feedback on the company's cost and value indicates a generally positive sentiment regarding pricing relative to the quality of services provided. For instance, one client noted an investment of $400,000, highlighting that the extensive team involvement justified the expense. Another client mentioned a $50,000 initial investment for a university app, expressing satisfaction with the results and minimal budgetary surprises. Overall, clients appreciate the balance of cost and value, often citing the quality of work and strong project management as key factors.
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    United States (23) Canada (1)
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    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

    Reviews mention Easy to reach

    The overall sentiment regarding accessibility is positive, with clients noting that the teams were always available and responsive. One client highlighted that communication was constant through Slack and daily check-ins, while another praised their timely responses to needs. Specific feedback includes a comment on Vention's 'always timely and always available' service, indicating a strong commitment to client engagement. Overall, clients appreciate the ease of communication and the proactive approach to addressing project requirements.
    • Custom Web Dev for Call Tracking Software Startup
      5.0 Mar 24, 2020

      They’re based in Belarus, but our local project manager was easy to communicate with because he was in our time zone. We also met face-to-face a few times. We touched base once a quarter.

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    • Supplementary Architecture Dev for IoT Startup
      5.0 Jun 23, 2017

      They outlined the expectations on both sides early in the project. iTechArt compiled a team that could succeed and set expectations about resource allocation and deadlines. They were responsive when we needed to scale the team and were always available to offer management or architecture expertise.

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    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

    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $200,000 to $999,999 (17) $10,000 to $49,000 (11) $1,000,000 to $9,999,999 (7) $10,000,000 + (1)

    What Clients Have Said

    Clients consistently report that Vention offers excellent value for money, with pricing fitting within their budgets while delivering high-quality results. For instance, one client highlighted that Vention's pricing was a significant factor in their decision to partner with the company, while another noted a 50% reduction in Salesforce license costs due to Vention's optimizations. Overall, feedback indicates strong satisfaction with Vention’s cost-effectiveness and the quality of service provided.
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    View projects from:

    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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  • BuddoBot Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Fairfax, VA

    Services provided

    40% Cybersecurity
    20% AI Development
    20% Enterprise App Modernization +1 service
    20% IT Managed Services

    BuddoBot Inc. Is a Cybersecurity company. They are in Fairfax, Virginia, and their services include Cybersecurity and Enterprise App Modernization.

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  • Vivsoft Technologies LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Brambleton, VA

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +3 services
    20% Enterprise App Modernization
    10% Blockchain
    10% IoT Development

    Vivsoft Technologies LLC, a small Enterprise App Modernization company, is based in Brambleton, Virginia. The team focuses on Enterprise App Modernization and Artificial Intelligence.

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  • Assertia Solutions Logotype

    Assertia Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Enterprise App Modernization +2 services
    20% Mobile App Development
    20% Web Development

    Assertia Solutions, a custom software development company, was established in 2015. The company focuses on Custom Software Development and Enterprise App Modernization, and is small.

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  • Barton Rogers Group LLC Logotype

    Barton Rogers Group LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    30% Digital Strategy
    30% IT Managed Services
    20% AI Development +1 service
    20% Market Research

    Small Digital Strategy company Barton Rogers Group LLC, is headquartered in New York, New York. The team offers Digital Strategy and IT managed services.

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  • TJ Westlake, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Potomac Falls, VA

    Services provided

    10% AI Development
    10% Advertising
    10% BI & Big Data Consulting & SI +7 services
    10% Branding
    10% Business Consulting
    10% Conversion Optimization
    10% Cybersecurity
    10% Generative AI
    10% IT Managed Services
    10% Robotics Process Automation

    Headquartered in Potomac Falls, Virginia, TJ Westlake, LLC is an Advertising company. Established in 2007, the team focuses on Advertising and Branding.

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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 Passionate about their work

    Clients consistently express that DecemberLabs demonstrates a strong passion for their work. One client noted, "You can tell that they are passionate about what they do," emphasizing their selective project choices and commitment to high-growth potential. The team’s proactive approach, including sharing relevant articles and attending tech events, further highlights their dedication. Overall, the sentiment reflects a positive experience, with clients feeling valued and supported throughout the development process.
    • App Development Services for Medical Device Company
      5.0 May 11, 2022

      Moreover, they go above and beyond their responsibilities; their resources are passionate about what they’re doing. Whenever there’s a problem, they’re transparent in not only asking for our feedback but also returning feedback back and forth. Our company is in startup mode, so whenever we have needs, the team is quick to help us in any way they can.

      Read Full Review
    • iOS App Dev for Media Jobs Company
      5.0 Jul 11, 2017

      DecemberLabs only chooses projects and companies that they believe in. You can tell that they are passionate about what they do. They’ve been amazing to work with. They did what they could for me at every single moment, even if I had to figure out funding or something.

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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.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $10,000 to $49,000 (11) $200,000 to $999,999 (9) Less than $10,000 (5) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback consistently highlights Qubika's competitive pricing and strong value for money. Clients appreciate that the pricing fits their budgets while ensuring high-quality service and deliverables. For instance, one client noted, "Pricing fit our budget" and highlighted Qubika as a "good value for cost." Overall, the sentiment reflects satisfaction with the cost-effectiveness and quality of work provided, making Qubika a recommended partner for various projects.
    Read All Reviews
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    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
    2 of 2 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 2 times in the past 6 months

    In the last six months, Growexx has received positive feedback for their effective project management and collaborative approach. Clients highlighted the timely delivery of projects, notably reducing hiring cycles and improving candidate engagement. One client commended their 'high-value, flexible staffing' and another noted the impressive array of features delivered in their MVP. Overall, clients expressed satisfaction with Growexx's alignment with their business values and objectives, with no significant areas for improvement identified.
    Read 2 Recent Reviews

    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.

    Read All Reviews

    Select Industry to see insights

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

    View projects from:

    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

    Reviews mention Professional

    Clients consistently praise Phaedra Solutions for their professionalism and efficient project management. One client noted their project management as 'highly efficient, professional, and reliable,' while another highlighted their history of providing 'outstanding technical services.' The adaptability and motivation of the team were also commended, indicating a strong culture fit. Overall, the sentiment reflects a high level of satisfaction with Phaedra Solutions' professionalism and commitment to delivering quality results.
    • Mobile App Dev for Interactive Learning Platform
      5.0 Feb 6, 2024

      The project management from Phaedra is highly efficient, professional and reliable. The project management was excellent, and meetings were recorded. The team members were all very kind and motivated! They are open to finding arrangements and adapting to change and new circumstances.

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    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.

    Read All Reviews

    Select Industry to see insights

    Publishing Non-profit Software Nonprofit Legal Retail IT Services Advertising & marketing Other Industry Energy & natural resources Food & Beverages

    More responsive than most other service providers

    Phaedra Solutions is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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  • York & Whiting, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Yorktown, VA

    Services provided

    20% AI Development
    20% Application Management & Support
    20% Cybersecurity +2 services
    20% Enterprise App Modernization
    20% IT Managed Services

    York & Whiting, LLC is an Enterprise App Modernization company. They offer Enterprise App Modernization and Artificial Intelligence and are located in Yorktown, Virginia.

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  • Kastellum Group, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Odessa, FL

    Services provided

    50% Cybersecurity
    30% IT Managed Services
    20% AI Development

    Kastellum Group, LLC is a Cybersecurity company in Odessa, Florida. They focus on Cybersecurity and IT managed services and were established in 2013.

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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 Exceeds expectations

    The feedback from the client highlights that LANARS exceeded expectations in delivering a stable mobile app for torque measurement, demonstrating exceptional commitment despite challenging circumstances. The client praised LANARS for their effective communication and project management, noting the timely completion of the project with high-quality results. They expressed deep respect for the team's dedication during the Russian invasion, emphasizing the company's impressive performance and reliability throughout the engagement.
    • Torque Reporting Mobile App for Manufacturing Company
      5.0 Jul 22, 2022

      Given the current state of affairs in Ukraine - they vastly exceeded my expectations. These are good people, I hope they and their families remain safe.

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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 Professional

    Client feedback highlights Krazimo's professionalism, particularly in project management. One CEO noted their proactive communication and risk management, stating, 'They not only communicated risks but proactively managed them.' The company was praised for delivering results on time and aligning with client values, leading to a strong cultural fit. Overall sentiment is highly positive, with the client expressing a willingness to collaborate again, indicating a high level of satisfaction with Krazimo's professional approach.
    • AI Development Staff Aug for Financial Services Company
      5.0 Jan 30, 2025

      Yes, very good. They managed the project roadmap and risks and ensured we were on track. Very professional, and as risks came up, they not only communicated them, but they proactively managed them.

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    Industry Experience

    Krazimo demonstrates strong expertise in the Information Technology, Education, Research, and Software industries, delivering impactful solutions such as AI-driven systems and secure platforms. Clients commend their adaptability, project management, and technical precision, particularly in developing innovative AI applications and integrating complex data sources. Overall sentiment is highly positive, with clients noting effective communication and a deep understanding of user experience and domain-specific needs, making Krazimo a suitable partner for projects in tech and education sectors.

    Read All Reviews

    Select Industry to see insights

    Information technology Education Research Software

    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 Profile Visit Website
    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 Detail-oriented

    The feedback regarding Imobisoft highlights a strong sentiment towards their detail-oriented approach. Clients noted their 'attention to detail' and 'documentation' as impressive attributes. The Chief Technology Officer of Lugmety emphasized that deliverables were consistently on time and that the team maintained professionalism throughout the project. Overall, clients expressed satisfaction with Imobisoft's meticulousness, indicating a commitment to high-quality work and effective communication.
    • UI/UX Design for Food & Beverage Co
      5.0 Dec 27, 2023

      The completion and implementation of the UX / UI Design Refresh Reservation App completed API's completed. Their deliverables were always on time; professional and always informed Lugmety if there were was going to be time delay. What did you find most impressive or unique about this company? Their professionalism, attention to detail, documentation, commitment and work ethic.

      Read Full Review
    Read All 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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

    England (11) Saudi Arabia (1)
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  • Mindboard, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Sterling, VA

    Services provided

    20% AI Development
    20% IT Managed Services
    20% IT Staff Augmentation +2 services
    20% IT Strategy Consulting
    20% Product Design

    Mindboard, Inc. Is an artificial intelligence development company. The Sterling, Virginia-based agency specializes in Artificial Intelligence and IT managed services.

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  • Proventus Metrics Inc. , Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Austin, TX

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Blockchain +2 services
    20% IT Strategy Consulting
    20% IoT Development

    Small AI company Proventus Metrics Inc. ,, is based in Austin, Texas. Their services include Artificial Intelligence 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
    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

    Average Project Cost Breakdown

    $10,000 to $49,000 (17) $50,000 to $199,999 (9) $200,000 to $999,999 (4) Less than $10,000 (2) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Tallium Inc. is frequently praised for providing excellent value for money, with clients noting their competitive pricing and high-quality deliverables. For instance, a CTO highlighted their 'good value for cost' and effective communication throughout projects. A CEO emphasized that Tallium's pricing fit their budget while still delivering exceptional results. Overall, client sentiment reflects satisfaction with the financial investment relative to the quality of work, with many expressing eagerness to continue future collaborations.
    Read All Reviews

    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)
    View Profile Visit Website
    Leobit Logotype

    Leobit

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

    Services provided

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

    Reviewed 4 times in the past 6 months

    Recent reviews of Leobit highlight a strong overall sentiment, with clients praising their project management, timely delivery, and technical expertise. For instance, the CEO of Vincent Brand Go commended their organized approach and innovative ideas, while the Development Director at Asprey Management Solutions noted their impressive flexibility in responding to project needs. Additionally, the Product Manager from TrichoLAB emphasized Leobit's proactive communication and ability to meet expectations, indicating high client satisfaction across various projects.
    Read 4 Recent 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
  • Nyla Technology Solutions, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Baltimore, MD

    Services provided

    30% Custom Software Development
    30% Cybersecurity
    20% AI Development +1 service
    20% BI & Big Data Consulting & SI

    Nyla Technology Solutions, Inc. Is a custom software development firm headquartered in Baltimore, Maryland. They specialize in Custom Software Development and Cybersecurity.

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  • Blue Eye Soft Corp Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Greer, SC

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Managed Services +2 services
    20% IT Staff Augmentation
    20% IT Strategy Consulting

    Blue Eye Soft Corp is a software development company. Based in Greer, South Carolina, the firm was launched in 2017. Their team offers Custom Software Development and Artificial Intelligence.

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  • Alfa technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Las Condes, Chile

    Services provided

    20% AI Development
    20% Cybersecurity
    20% IT Managed Services +2 services
    20% IT Strategy Consulting
    20% IoT Development

    Alfa technologies is an AI development company. They offer Artificial Intelligence and IoT development and are in Las Condes, Chile.

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  • IFESA Logotype

    IFESA

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% Blockchain
    10% AI Consulting
    10% AI Development +6 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Mobile App Development
    10% Web Development

    IFESA is a Blockchain company. Their small team is based in Panama, Panama. Their team specializes in Blockchain and IT strategy consulting.

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  • Ipinnovatech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Cali, Colombia

    Services provided

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

    Ipinnovatech is a cloud consulting & SI company. Their small team is based in Cali, Colombia. Their team focuses on cloud consulting & SI and Custom Software Development.

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  • SINERWARE S.A.S. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bogotá, Colombia

    Services provided

    80% Custom Software Development
    20% AI Development

    Launched in 2006, SINERWARE S.A.S. Is a custom software development firm. The team offers Custom Software Development and Artificial Intelligence.

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  • iClick Interactive (Beijing) Data Technology Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Beijing, China

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Blockchain +2 services
    20% Cloud Consulting & SI
    20% Social Media Marketing

    IClick Interactive (Beijing) Data Technology Co., Ltd., a social media marketing company, specializes in Social Media Marketing and BI & big data consulting & SI. The company is in Beijing, China.

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  • Glenbrook Partners, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    San Mateo, CA

    Services provided

    25% Business Consulting
    25% Financial Advising & Planning
    20% AI Development +2 services
    15% Blockchain
    15% IoT Development

    Business Consulting company Glenbrook Partners, LLC was established in 2001. The team provides Business Consulting and Financial Advising & Planning and is based in San Mateo, California.

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  • Tasi, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Tucson, AZ

    Services provided

    20% AI Development
    20% Air Freight
    20% Cloud Consulting & SI +2 services
    20% Cybersecurity
    20% Freight forwarding

    Tasi, LLC, a small cloud consulting & SI company, is in Tucson, Arizona. Their services include cloud consulting & SI and Cybersecurity.

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  • Advance Digital Systems Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Fairfax, VA

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Cybersecurity +2 services
    20% IT Strategy Consulting
    20% Mobile App Development

    IT strategy consulting company Advance Digital Systems Inc. Is located in Fairfax, Virginia. Established in 1999, the team provides IT strategy consulting and cloud consulting & SI.

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  • BitSpace Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Oslo, Norway

    Services provided

    40% Blockchain
    40% IoT Development
    20% AI Development

    BitSpace, an IoT development company, is based in Oslo, Norway. Their services include IoT development and Blockchain.

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  • Guangzhou MRT Information Technology Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Guang Zhou Shi, China

    Services provided

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

    Guangzhou MRT Information Technology Co., Ltd., a cloud consulting & SI company, provides cloud consulting & SI and Web Development. The firm is headquartered in Guang Zhou Shi, China.

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  • Pegus Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Kuurne, Belgium

    Services provided

    20% AI Development
    10% Blockchain
    10% CRM Consulting and SI +6 services
    10% Custom Software Development
    10% IoT Development
    10% Mobile App Development
    10% Product Design
    10% UX/UI Design
    10% Web Development

    Pegus Digital is an artificial intelligence company. In Kuurne, Belgium, the company was founded in 2012. Their services include Artificial Intelligence and UX/UI Design.

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  • Tignis Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Seattle, WA

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Managed Services +3 services
    20% IT Strategy Consulting
    10% Low/No Code Development
    10% Web Design

    Tignis is a custom software development company. Established in 2017, the firm is located in Seattle, Washington. Their team specializes in Custom Software Development and Artificial Intelligence.

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  • Bitfactory GmbH Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Stuttgart, Germany

    Services provided

    50% Custom Software Development
    20% AI Development
    20% Mobile App Development +1 service
    10% BI & Big Data Consulting & SI

    Founded in 2015, Bitfactory GmbH is a small Stuttgart, Germany-based software development firm. Their team focuses on Custom Software Development and Mobile App Development.

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  • SoftPoint Consultores S.L. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Madrid, Spain

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +3 services
    20% Web Development
    10% Search Engine Optimization
    10% Social Media Marketing

    SoftPoint Consultores S.L. Is a software development firm launched in 2007. Headquartered in Madrid, Spain, the team specializes in Custom Software Development and Web Development.

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  • Dua Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    New Delhi, India

    Services provided

    40% Business Consulting
    20% AI Development
    20% Cybersecurity +1 service
    20% Public Relations

    Dua Consulting, a small Business Consulting company, is based in New Delhi, India. Their services include Business Consulting and Public Relations.

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  • Space4Good Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Den Haag, Netherlands

    Services provided

    80% Business Consulting
    20% AI Development

    Space4Good, a small Business Consulting company, is located in Den Haag, Netherlands. Their services include Business Consulting and Artificial Intelligence.

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  • SKEAN Tech Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Hyderabad, India

    Services provided

    20% AI Development
    20% Business Consulting
    20% Call Center Services +2 services
    20% IT Strategy Consulting
    20% Staffing

    SKEAN Tech Solutions is a small IT strategy consulting company founded in 2013. Their team provides IT strategy consulting and Artificial Intelligence.

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  • InsightCyber Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Raleigh, NC

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cybersecurity +2 services
    20% IT Strategy Consulting
    20% IoT Development

    IT strategy consulting company InsightCyber was launched in 2017. In Raleigh, North Carolina, the team offers IT strategy consulting and BI & big data consulting & SI.

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  • Confiance Tech Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Braintree, MA

    Services provided

    20% AI Development
    20% Blockchain
    20% CRM Consulting and SI +2 services
    20% ERP Consulting and SI
    20% IT Staff Augmentation

    Located in Braintree, Massachusetts, Confiance Tech Solutions is a CRM consulting and SI company. They provide CRM consulting and SI and ERP consulting and SI.

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  • Neo Soluciones Tecnológicas Limitada Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Santiago, Chile

    Services provided

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

    Small IT strategy consulting company Neo Soluciones Tecnológicas Limitada, is located in Santiago, Chile. The team provides IT strategy consulting and BI & big data consulting & SI.

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  • Enterprise Data Management Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Vancouver, Canada

    Services provided

    50% ECM Consulting and SI
    30% IT Managed Services
    20% AI Development

    Enterprise Data Management, a small ECM consulting and SI company, is located in Vancouver, Canada and Seattle, Washington. The team specializes in ECM consulting and SI and IT managed services.

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  • Meru Technologie Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Kowloon, Hong Kong

    Services provided

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

    Meru Technologie is a Kowloon, Hong Kong-based business intelligence company. The team specializes in BI & big data consulting & SI and cloud consulting & SI.

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  • Shenzhen Swift Horse Security Software Engineering Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Shen Zhen Shi, China

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Custom Software Development +2 services
    20% IT Strategy Consulting
    20% IoT Development

    Shenzhen Swift Horse Security Software Engineering Co., Ltd. Is an IT strategy consulting company. Founded in 2005, the team focuses on IT strategy consulting and BI & big data consulting & SI.

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  • Sylver Rain Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Washington, DC

    Services provided

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

    Sylver Rain Consulting is a data analytics company. They are based in Washington, District of Columbia and have small team. They specialize in BI & big data consulting & SI and cloud consulting &

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  • ROCS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Oslo, Norway

    Services provided

    30% CRM Consulting and SI
    30% Cloud Consulting & SI
    20% AI Development +1 service
    20% Email Marketing

    Cloud consulting & SI company ROCS is located in Oslo, Norway. Their services include cloud consulting & SI and CRM consulting and SI.

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  • BABEL Systems Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Ciudad López Mateos, Mexico

    Services provided

    20% AI Development
    15% BI & Big Data Consulting & SI
    15% CRM Consulting and SI +4 services
    15% Custom Software Development
    15% IT Managed Services
    10% IT Strategy Consulting
    10% Robotics Process Automation

    Artificial intelligence firm BABEL Systems was launched in 2010. The team specializes in Artificial Intelligence and BI & big data consulting & SI.

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  • Evogy srl Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Seriate, Italy

    Services provided

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

    Evogy srl, a small IT strategy consulting company, is headquartered in Seriate, Italy. The team specializes in IT strategy consulting and BI & big data consulting & SI.

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  • ConnectFARM Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Porto Alegre, Brazil

    Services provided

    80% Business Consulting
    20% AI Development

    ConnectFARM, a Business Consulting company, provide Business Consulting and Artificial Intelligence. They were launched in 2019.

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  • Masterkey Technologies Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dhaka, Bangladesh

    Services provided

    20% AI Development
    20% Mobile App Development
    20% Web Development +4 services
    10% Affiliate Marketing
    10% Custom Software Development
    10% Digital Strategy
    10% Ecommerce Marketing

    Masterkey Technologies Ltd. Is a website development company. The Dhaka, Bangladesh-based firm was founded in 2021. Their services include Web Development and Mobile App Development.

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  • Intellectz Ai Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bedford, Canada

    Services provided

    20% AI Development
    20% Blockchain
    20% Mobile App Development +2 services
    20% Robotics Process Automation
    20% Web Development

    Founded in 2022, Intellectz Ai Inc is a website development firm. The team provides Web Development and Mobile App Development and is headquartered in Bedford, Canada.

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  • Kikoda | Cutting-Edge Software Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Tallahassee, FL

    Services provided

    20% AI Development
    20% Custom Software Development
    10% BI & Big Data Consulting & SI +5 services
    10% Cloud Consulting & SI
    10% IT Staff Augmentation
    10% IT Strategy Consulting
    10% UX/UI Design
    10% Web Design

    Kikoda | Cutting-Edge Software is a small software development firm. Established in 2016, the team provides Custom Software Development and Artificial Intelligence.

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  • App Logik GmbH Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Krefeld, Germany

    Services provided

    20% AI Development
    20% Custom Software Development
    20% E-Commerce Development +2 services
    20% Mobile App Development
    20% Web Development

    App Logik GmbH, a software development firm, is in Krefeld, Germany. Their services include Custom Software Development and Web Development.

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  • S1 Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Antwerpen, Belgium

    Services provided

    20% AI Development
    20% Advertising
    20% BI & Big Data Consulting & SI +2 services
    20% Digital Strategy
    20% Media Planning & Buying

    S1 Digital, a small Advertising company, is headquartered in Antwerpen, Belgium. Their services include Advertising and Media Planning & Buying.

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  • UBIKI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Nice, France

    Services provided

    80% Blockchain Marketing
    20% AI Development

    Headquartered in Paris, France and Nice, France, UBIKI is a small Blockchain Marketing company. Their services include Blockchain Marketing and Artificial Intelligence.

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  • ImaginePartners Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Kouba, Algeria

    Services provided

    20% AI Development
    20% Back Office Outsourcing
    20% Call Center Services +2 services
    20% Custom Software Development
    20% ERP Consulting and SI

    ImaginePartners is an ERP consulting and SI company established in 2000. In Kouba, Algeria and Tunis, Tunisia, the team focuses on ERP consulting and SI and Custom Software Development.

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  • Epical Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Vicente López, Argentina

    Services provided

    20% AI Development
    20% Blockchain
    20% Blockchain Marketing +2 services
    20% Market Research
    20% Social Media Marketing

    Epical is a small Market Research company based in Madrid, Spain and Miami, Florida. The team offers Market Research and Social Media Marketing.

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  • Arteïa Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Kraków, Poland

    Services provided

    40% Blockchain
    20% AI Development
    20% BI & Big Data Consulting & SI +1 service
    20% Blockchain Marketing

    Arteïa, a small Blockchain company, is headquartered in Kraków, Poland and Bruxelles, Belgium. Their services include Blockchain and BI & big data 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:

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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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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. BotsCrew Logotype

    BotsCrew

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

    Ability to deliver

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

    Service focus

    100% AI Development
    View Profile Visit Website
  27. Orases Logotype

    Orases

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  28. 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
  29. 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
  30. 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

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Updated December 16, 2025
Ruben Melkonian

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

Artificial Intelligence Thought Leadership, Scaling
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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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