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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 19, 2025
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15 Leaders 15 Contenders

17,828 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 Passionate about their work

    Clients consistently highlight Simform's passion for their work, underscoring the team's integration into the client's culture and commitment to driving customer success. One executive noted that the team demonstrated a strong enthusiasm for the product, contributing positively to project outcomes. Furthermore, the longevity and training of the team members reflect a healthy internal culture, which enhances their responsiveness and reliability. Overall, the sentiment is overwhelmingly positive, emphasizing the value of their passionate engagement.
    • Staff Augmentation for Software Company
      5.0 May 10, 2023

      Together with the customer success team of Simform and the talents provided to us, they are cooperative, independent and fast learners. They are also passionate about our product and helps us drive customer success.

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

    Reviewed 11 times in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently praise Simform for their cost-effectiveness and overall value, highlighting that their pricing aligns well with the quality of work delivered. For instance, a CEO noted that Simform provided high-quality services at a fraction of the cost compared to hiring in-house developers. Another client appreciated the flexibility and responsiveness of Simform's team, stating that they delivered on time and within budget. However, there are a few concerns regarding communication and project management in specific instances, indicating room for improvement.
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    Innowise Logotype

    Innowise

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

    Services provided

    10% AI Development
    10% AR/VR Development
    10% Blockchain +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Enterprise App Modernization
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

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

    See all 72 projects

    Reviews mention Openness

    Clients express a strong sentiment of openness regarding Innowise Group's communication and adaptability. One client highlighted the team's eagerness to understand project challenges and their flexibility in using the client's management tools. Another client remarked on the team's open-mindedness towards problem-solving and their commitment to addressing client needs. Overall, feedback indicates that Innowise fosters a collaborative environment, ensuring effective communication and responsiveness throughout the project lifecycle.
    • Video Streaming Platform Dev for IT Services Company
      5.0 May 16, 2022

      Communication, easiness and response time. Not only with the developer, Slava we could see how outstanding are his skillks, engament and openess to work with us, but with Buisness Developer Olga, we could see this same values and customer approach. Overall work with Innowise Group was very professional and had the highest standards expected.

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    • Python Code Development for Neurophysiological Startup
      5.0 Apr 28, 2022

      They had good communication skills, and they were open-minded to any problems and solutions. They tried to look at the problem from our perspective, and they were ready to do everything to help us.

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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

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

    BlueLabel

    4.7 67 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

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

    BlueLabel is a software development company specializing in AI-driven solutions, mobile app development, and product strategy. The company is noted for its professionalism, innovative approach, and strong project management skills, frequently delivering projects on time and within budget. Approximately 90% of reviews highlight their commitment to understanding client needs, while 80% commend their high-quality deliverables and customer support.

    See all 67 projects

    Reviews mention Patient

    The overall sentiment regarding Blue Label Labs' patience is highly positive. Clients noted their willingness to work through complex situations and bureaucratic challenges. For instance, one client appreciated their patience despite the intricacies of funding and project management, stating, "they're patient with us" and highlighted their pleasant demeanor. Another client praised a team member for being "very patient" during project development, demonstrating an ability to handle frustrations well. Overall, Blue Label Labs is recognized for their understanding and supportive approach throughout the engagement.
    • Mobile App Dev for Healthcare Organization
      5.0 Mar 7, 2022

      The team has been pleasant, and we’ve enjoyed working with them. Moreover, they’re patient with us. Since we’re just a section of a large company, there are nuances to the billing and payment structures, so they have to go through the bureaucracy of an extensive program to get everything done. In that sense, Blue Label Labs has been patient and willing to work with us.

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    • Mobile App & Web Dev for Business Networking Platform
      4.0 Jul 15, 2021

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

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    • Mobile App Dev for Restaurant Menu Search Tool
      4.5 Dec 4, 2017

      They gave the prompt responses I expected, even during off hours like nights and weekends. This was critical, because the logical flaws I’d notice often had tight timelines to be corrected. They worked patiently through several iterations of the product.

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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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  • Washington Business Dynamics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Washington, DC

    Services provided

    25% AI Development
    25% Commercial Financing
    25% IT Managed Services +2 services
    15% Financial Consulting
    10% Business Consulting

    Washington Business Dynamics is an IT managed services company launched in 2012. The agency focuses on IT managed services and Artificial Intelligence.

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  • Innovior Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Melbourne, Australia

    Services provided

    25% AI Development
    25% Business Consulting
    25% CRM Consulting and SI +1 service
    25% IT Managed Services

    Innovior is a midsize CRM consulting and SI company. Founded in 2016, the team provides CRM consulting and SI and IT managed services.

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  • Featured

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    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 Great team

    Clients consistently praise Azumo for their exceptional team dynamics and technical expertise. One CTO noted, 'The people are great...excellent at their jobs,' highlighting their strong working relationship and cultural fit. Another client emphasized their responsiveness, stating, 'They feel like a part of our internal team' and commended their ability to tackle challenging tasks efficiently. Overall, the sentiment reflects a high level of satisfaction with Azumo's team, underscoring their commitment to client goals and collaboration.
    • Custom Software Dev for Education Nonprofit
      5.0 May 8, 2023

      Their team was enthusiastic and delivered what they promised on time. And they easily responded to all our questions and changes throughout the process.

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    • Data Strategy & Analytics for Mobile Game Company
      5.0 Feb 7, 2022

      The people are great, simple as that. Again, I sought out Azumo having worked with JP at a previous company (NCSOFT), so I knew his team would be a good tech and culture fit for what we were doing at Big Run. They are all great to work with and excellent at their jobs.

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

    Reviewed 1 time in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

    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 Exceptional results

    The feedback from the Director of Web Communications at the university highlights exceptional results from their collaboration with Willow Tree Apps. Clients appreciated the firm's creativity, technical proficiency, and commitment to delivering a distinctive mobile app. The project exceeded expectations, with over 20,000 downloads and a million user sessions, showcasing its success. The director emphasized the partnership's positive dynamics, noting the firm's enthusiasm and ability to meet deadlines, resulting in high stakeholder satisfaction.
    • Public University Mobile Development
      5.0 Aug 20, 2012

      We’re very happy. A big part of this is that the various stakeholders are happy with the app, and that has certainly been the case around the university. Most indications we’ve had from comments on iTunes, direct communications we receive, is that people like it and its use has continued to grow. I haven’t looked at the stats in the last month or two, but we’re well over a million user sessions now. There are now over 20,000 users who have downloaded the file and the app.

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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
    1 of 3 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 3 times in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

    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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    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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  • NEC Fielding Information Technology Services (Beijing) Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Beijing, China

    Services provided

    25% AI Development
    25% IT Managed Services
    25% IT Strategy Consulting +1 service
    25% IoT Development

    NEC Fielding Information Technology Services (Beijing) Co., Ltd. Is an IT strategy consulting company founded in 2005. The midsize team specializes in IT strategy consulting and IT managed services.

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  • 1TKS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Sao Paulo, Brazil

    Services provided

    50% Business Consulting
    25% AI Development
    25% IT Strategy Consulting

    Based in Sao Paulo, Brazil, 1TKS is a Business Consulting company. Launched in 2019, the team focuses on Business Consulting and IT strategy consulting.

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  • SECO Northern Europe GmbH Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Hamburg, Germany

    Services provided

    25% AI Development
    25% Custom Software Development
    25% IoT Development +1 service
    25% Other Application Development

    SECO Northern Europe GmbH is a software development company. They are in Hamburg, Germany and Wuppertal, Germany. Their team focuses on Custom Software Development and IoT development.

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  • aunica Interactive Marketing Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Sao Paulo, Brazil

    Services provided

    25% AI Development
    25% Digital Strategy
    25% Web Development +2 services
    15% Social Media Marketing
    10% Pay Per Click

    Aunica Interactive Marketing is a Digital Strategy company established in 2004. Located in Sao Paulo, Brazil and Weston, Florida, the team provides Digital Strategy and Web Development.

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  • Kairos Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Irving, TX

    Services provided

    25% AI Development
    25% Application Testing
    25% Cloud Consulting & SI +1 service
    25% Cybersecurity

    Kairos Technologies is a cloud consulting & SI company. They are in Irving, Texas and Toronto, Canada and have midsize team of experts. Their services include cloud consulting & SI and

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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 Dedicated

    Clients have consistently highlighted the dedication of DecemberLabs' team members. One CEO noted that their developer spent four weeks onsite, showcasing remarkable commitment. Another review praised their efficiency, with significant progress made in just two months, underscoring their dedication to project timelines. Overall, the sentiment around dedication is overwhelmingly positive, with clients appreciating both the quality of work and the team's proactive engagement.
    • Mobile App Dev for Smart Pillbox Startup
      5.0 May 31, 2019

      Additionally, their team has made an effort to visit with us in person, either in California or in Houston. Their management team has been very present and available. It’s refreshing to work with people who are dedicated to our project. December Lab is staffed with good, honest people who also have excellent technological capabilities.

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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

    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

    More responsive than most other service providers

    Qubika 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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    Growexx Logotype

    Growexx

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

    Services provided

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

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

    See all 17 projects

    Reviews mention Efficient

    The feedback regarding Growexx's efficiency is overwhelmingly positive. Clients noted a high task closure rate that exceeded expectations, with project management characterized by timely deliveries and effective communication. One client highlighted that tasks not completed during sprints were addressed efficiently and quickly, adhering to the agreed timeframe. Overall, clients appreciated the team's ability to interpret requirements accurately and deliver results promptly, reinforcing a strong sense of trust and professionalism.
    • AI Dev for Document Processing Platform
      5.0 Jul 29, 2024

      Growexx demonstrated excellent project management by delivering items on time as per agreed schedules and timeframes. Growexx has been highly responsive to our needs. Their proactive approach ensured that all project requirements were understood and met effectively. Additionally, their efficient project management and execution highlight their reliability and excellence.

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    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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Phaedra Solutions

    4.9 24 reviews
    Premier Verified
    $1,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    25% AI Development
    25% Custom Software Development
    20% Generative AI +3 services
    10% AI Consulting
    10% IT Staff Augmentation
    10% UX/UI Design

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

    See all 24 projects

    Reviews mention Efficient

    Client feedback highlights Phaedra Solutions' efficiency in project management and timely delivery. One client noted they were 'very timely and efficient' in designing a website, while another emphasized their 'highly efficient, professional and reliable' management during the development of an application. Overall, the sentiment regarding efficiency is overwhelmingly positive, with clients appreciating the company's organization and responsiveness to needs.
    • Web Design for Legal Services Firm
      5.0 Apr 19, 2024

      They were very timely and efficient. Their organization is impressive. Highly organized, on top of matters, timely.

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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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Tampa, FL

    Services provided

    25% AI Development
    25% Application Testing
    25% IoT Development +1 service
    25% Mobile App Development

    Apricot Tech LLC, an application development company, was established in 2013. They specializes in Mobile App Development and IoT development.

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  • Echo IT Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Irving, TX

    Services provided

    25% AI Development
    25% Cloud Consulting & SI
    15% Application Testing +3 services
    15% Custom Software Development
    10% Low/No Code Development
    10% Web Design

    Based in Irving, Texas and Dallas, Texas, Echo IT Solutions is a midsize cloud consulting & SI company. Their services include cloud consulting & SI and Custom Software Development.

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  • Featured

    What are Featured Providers?

    LANARS Logotype

    LANARS

    5.0 14 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 14 projects

    Reviews mention Reasonable pricing

    Clients have expressed positive sentiment regarding LANARS' reasonable pricing, highlighting their transparency and competitiveness in quotes. One client noted that despite making change requests, LANARS did not increase prices, showcasing their honesty. The overall feedback indicates that clients appreciate the value they receive for their investment, with one user stating they spent $45,000 and were impressed with the results, emphasizing the company's cost-effectiveness in delivering quality solutions.
    • Social Reading App Dev for Startup
      5.0 May 15, 2019

      LANARS gave us a very good quote in the beginning to compete with other agencies. I made some change requests after that, but they never tried to ask for higher prices. They’re honest, transparent, and easy to work with.

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

    Reviewed 1 time in the past 6 months

    In recent reviews, clients have expressed positive sentiments towards LANARS, highlighting their skilled team and effective project management. A general manager from Lomundal Oslo AS noted that the app developed by LANARS significantly improved inspection control and project pricing. While the need for Norwegian language support was mentioned as a minor improvement area, the overall feedback indicates satisfaction with the quality of work and professional execution provided by LANARS.
    Read 1 Recent Review

    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 generally perceive LANARS as offering strong value for money, often highlighting their competitive pricing and quality of work. One client noted that LANARS 'exceeded expectations' and provided 'high quality work' despite challenging circumstances. Another emphasized their 'honesty' in pricing, stating there were no unexpected cost increases. Overall, feedback reflects satisfaction with both cost-effectiveness and the quality of deliverables, reinforcing LANARS's reputation as a reliable partner for various projects.
    Read All Reviews

    View projects from:

    Norway (4) 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

    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 projects from:

    United States (3) Canada (1) India (1) Latvia (1) Singapore (1)
    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 Efficient

    Clients have praised Imobisoft for significantly enhancing operational efficiency. One executive noted a drastic reduction in query resolution time from two days to 15–20 minutes, highlighting improved communication with tenants. The implementation of an alert system for contract maintenance further streamlined processes, making staff onboarding more effective. Overall, clients express high satisfaction with Imobisoft's ability to simplify complex tasks, emphasizing their focus on improving business outcomes rather than overwhelming clients with technical details.
    • Custom Software Development for Real Estate Company
      5.0 Mar 30, 2022

      Our ability to deal with queries is significantly faster; the turnaround time before was two days, and now it’s 15–20 minutes. The other side is on the contract maintenance and the safety maintenance side. Now we have an alert system that tells us when the certificates for this property will expire. It even brings up which supplier we used previously to do that, and we don’t have to go and look for it — the efficiencies are there.

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

    Reviewed 2 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    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
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  • Atende S.A. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Warszawa, Poland

    Services provided

    25% AI Development
    25% Blockchain
    25% Blockchain Marketing +1 service
    25% Cybersecurity

    Atende S.A. Is a Warszawa, Poland-based Cybersecurity company. The team provides Cybersecurity and Artificial Intelligence.

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  • Princeton Blue, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Princeton, NJ

    Services provided

    25% AI Development
    25% Business Consulting
    25% Robotics Process Automation +2 services
    15% CRM Consulting and SI
    10% Low/No Code Development

    Princeton Blue, Inc., a CRM consulting and SI company, was founded in 2006. The team focuses on CRM consulting and SI and Artificial Intelligence.

    Read more
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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

    Industry Experience

    Tallium Inc. has demonstrated expertise across various industries, including IT services, information technology, financial services, healthcare, and retail. Clients commend their strong technical skills, effective communication, and project management. In IT services and tech, they've excelled in app development and user interface design. In financial services, they have been pivotal in building robust banking applications. Overall, feedback is highly positive, suggesting Tallium is well-suited for projects in technology-driven sectors, emphasizing flexibility and innovative solutions.

    Read All Reviews

    Select Industry to see insights

    Information technology Financial services Retail Publishing Nonprofit Education Hospitality & leisure Software Other Industry Design Gambling Advertising & marketing Healthcare Consumer Products Environmental Services Arts, entertainment & music Business services Automotive IT Services Gaming

    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)
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    Leobit Logotype

    Leobit

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

    Services provided

    50% Custom Software Development
    20% Web Development
    10% AI Development +2 services
    10% Cloud Consulting & SI
    10% Mobile App Development

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

    See all 53 projects

    Reviews mention Efficient

    Clients consistently highlight Leobit's efficiency in delivering projects. One client noted they brought a project to market in under four months, onboarding over 19,000 clients, while another remarked on their ability to complete work on time and maintain high quality. Feedback also emphasized their proactive communication and transparency, which facilitated collaboration. Overall, the sentiment surrounding Leobit's efficiency is overwhelmingly positive, with clients expressing satisfaction in their quick turnaround and effective problem-solving capabilities.
    • Web Development for E-Learning Company
      5.0 Sep 22, 2022

      Their overall efficiency, transparency, and communicative nature have been nothing short of spectacular. Our previous vendor had been working on this for a full year before Leobit stepped in and carried us quickly to the end. We manage everything in Microsoft DevOps, including user stories, bugs, and new features.

      Read Full Review
    • Web Development for Online Real Estate Investment Platform
      5.0 Apr 29, 2019

      We’re happy with Leobit because they identify issues and make improvements in an effective manner. The team’s insightful advice makes the solution more efficient and user-friendly. Clients should scope out the project thoroughly ahead of the engagement because Leobit’s development team will work fast and surface several issues that weren’t thought through appropriately.

      Read Full Review
    • Development for Branding Company
      4.0 Sep 25, 2018

      Customers will need to keep pace with Leobit’s efficiency. They often have to wait for us to provide needed information. The team adheres to processes and answers all of our questions.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    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
  • Supply Chain Wizard, LLC Logotype

    Supply Chain Wizard, LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    25% Custom Software Development
    25% IT Strategy Consulting
    25% IoT Development +2 services
    15% AI Development
    10% AI Consulting

    Supply Chain Wizard, LLC is a midsize IT strategy consulting company launched in 2014. Their services include IT strategy consulting and Custom Software Development.

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  • TWIG International Logotype

    TWIG International

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    25% BI & Big Data Consulting & SI
    25% Business Consulting
    25% IoT Development +2 services
    15% AI Development
    10% AI Consulting

    Headquartered in New Brunswick, New Jersey, TWIG International is a big data analytics company. Launched in 2007, the team offers BI & big data consulting & SI and IoT development.

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  • Tecvestment Logotype

    Tecvestment

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

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

    Tecvestment, a small IoT development company, is in Dayton, Ohio. The team offers IoT development and Artificial Intelligence.

    Read more
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  • Melgren Analytics Logotype

    Melgren Analytics

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    50% BI & Big Data Consulting & SI
    25% AI Consulting
    25% AI Development

    Melgren Analytics is a small data analytics company founded in 2019. Their team provides BI & big data consulting & SI and Artificial Intelligence.

    Read more
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  • DataPattern Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Ramon, CA

    Services provided

    20% Cloud Consulting & SI
    20% Cybersecurity
    20% IoT Development +4 services
    15% AI Development
    10% AI Consulting
    10% Business Consulting
    5% UX/UI Design

    DataPattern, a cloud consulting & SI company, was established in 2019. The agency offers cloud consulting & SI and Cybersecurity.

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  • IRONSCALES Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Atlanta, GA

    Services provided

    75% Cybersecurity
    15% AI Development
    10% AI Consulting

    Cybersecurity company IRONSCALES was established in 2014. In Atlanta, Georgia and Giv'atayim, Israel, the team specializes in Cybersecurity and Artificial Intelligence.

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  • GNS AI LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer
    Chicago, IL

    Services provided

    30% BI & Big Data Consulting & SI
    25% AI Consulting
    25% AI Development +1 service
    20% Robotics Process Automation

    GNS AI LLC is a big data company located in Chicago, Illinois. They focus on BI & big data consulting & SI and Artificial Intelligence and were launched in 2020.

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  • 7 Figure Automation Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Diego, CA

    Services provided

    25% AI Development
    25% Email Marketing
    25% Marketing Strategy +1 service
    25% Social Media Marketing

    7 Figure Automation is a Marketing Strategy company located in San Diego, California. Launched in 2013, the team specializes in Marketing Strategy and Social Media Marketing.

    Read more
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  • Nextbrick Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Campbell, CA

    Services provided

    25% AI Development
    25% Cloud Consulting & SI
    25% Content Marketing +1 service
    25% Custom Software Development

    Nextbrick Inc. Is a Content Marketing company. The midsize Campbell, California-based team focuses on Content Marketing and cloud consulting & SI. The company was launched in 2019.

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  • Dynamic Consultants Group Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Kansas City, MO

    Services provided

    25% CRM Consulting and SI
    25% Cloud Consulting & SI
    25% ERP Consulting and SI +2 services
    15% AI Development
    10% AI Consulting

    Founded in 2013, Dynamic Consultants Group is a cloud consulting & SI company. The firm provides cloud consulting & SI and CRM consulting and SI.

    Read more
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  • Appdrew Logotype

    Appdrew

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    Freelancer

    Services provided

    55% Web Development
    20% Mobile App Development
    10% Low/No Code Development +3 services
    5% AI Development
    5% Blockchain
    5% Generative AI

    Launched in 2016, Appdrew is a small website development company. Their services include Web Development and Mobile App Development.

    Read more
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  • Axologic Logotype

    Axologic

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    Freelancer

    Services provided

    20% Custom Software Development
    20% Mobile App Development
    20% Web Design +4 services
    20% Web Development
    10% Other Application Development
    5% AI Consulting
    5% AI Development

    Axologic is a Calgary, Canada-based web design agency. Their services include Web Design and Custom Software Development.

    Read more
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  • Make Technology Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Makati, Philippines

    Services provided

    50% Mobile App Development
    25% Generative AI
    25% UX/UI Design

    Make Technology Inc. Is a midsize application development company founded in 2017. Their services include Mobile App Development and UX/UI Design.

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  • Aqles Digital Agency Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    Freelancer
    Princeton, NJ

    Services provided

    15% Pay Per Click
    15% Search Engine Optimization
    15% Social Media Marketing +5 services
    15% Web Design
    10% AI Development
    10% E-Commerce Development
    10% Mobile App Development
    10% Web Development

    Aqles Digital Agency is a social media marketing agency. Located in Princeton, New Jersey, the team focuses on Social Media Marketing and Search Engine Optimization.

    Read more
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  • Publish Profitably Logotype

    Publish Profitably

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    30% Content Marketing
    30% Search Engine Optimization
    25% Content Writing Services +3 services
    5% AI Consulting
    5% Business Consulting
    5% Generative AI

    Publish Profitably is a small Content Marketing company located in Marietta, Georgia. Their services include Content Marketing and Search Engine Optimization.

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  • Today Consultancy Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer
    London, England

    Services provided

    20% Digital Strategy
    20% Market Research
    15% Business Consulting +6 services
    10% AI Consulting
    10% Corporate Training & Coaching
    10% Product Marketing
    5% BI & Big Data Consulting & SI
    5% Product Design
    5% UX/UI Design

    Today Consultancy Ltd, a Market Research company, was established in 2023. The team focuses on Market Research and Digital Strategy.

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  • BlastX Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Roseville, CA

    Services provided

    25% AI Consulting
    25% Business Consulting
    25% Search Engine Optimization +1 service
    25% UX/UI Design

    BlastX Consulting is a SEO services firm. The Roseville, California-based company was launched in 1999. Their team specializes in Search Engine Optimization and UX/UI Design.

    Read more
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  • Mobiz Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Redlands, CA

    Services provided

    25% AI Consulting
    25% Business Consulting
    25% Cloud Consulting & SI +1 service
    25% Cybersecurity

    In Redlands, California, Mobiz is a cloud consulting & SI company. Their services include cloud consulting & SI and Cybersecurity.

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  • Affinity, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Milwaukee, WI

    Services provided

    25% AI Consulting
    25% Business Consulting
    25% Cloud Consulting & SI +1 service
    25% Mobile App Development

    Affinity, Inc. Is a cloud consulting & SI company. The Milwaukee, Wisconsin-based company was launched in 2003. Their services include cloud consulting & SI and Mobile App Development.

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  • Blue Sprout Consulting Logotype

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    Freelancer
    Liberty, MO

    Services provided

    30% IT Strategy Consulting
    20% Custom Software Development
    20% Product Design +3 services
    10% AI Consulting
    10% Application Management & Support
    10% Enterprise App Modernization

    Blue Sprout Consulting, an IT strategy consulting company, was founded in 2024. The agency focuses on IT strategy consulting and Product Design, and is small.

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  • Digitronics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer
    Lahore, Pakistan

    Services provided

    20% Affiliate Marketing
    20% Search Engine Optimization
    20% Social Media Marketing +3 services
    15% Content Writing Services
    15% Web Development
    10% AI Development

    Social media marketing company Digitronics was launched in 2022. The team provides Social Media Marketing and Affiliate Marketing.

    Read more
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  • RDAlabs LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Freehold Township, NJ

    Services provided

    25% AI Consulting
    25% Cloud Consulting & SI
    25% Mobile App Development +1 service
    25% Web Development

    Cloud consulting & SI company RDAlabs LLC offers cloud consulting & SI and Web Development. They were launched in 2015.

    Read more
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  • New Digital IT Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Pasadena, CA

    Services provided

    25% AI Consulting
    25% API Development
    25% BI & Big Data Consulting & SI +1 service
    25% Cloud Consulting & SI

    Midsize big data analytics company New Digital IT Inc., is based in Pasadena, California. Their services include BI & big data consulting & SI and cloud consulting & SI.

    Read more
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  • AM Code Logotype

    AM Code

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    Freelancer

    Services provided

    20% E-Commerce Development
    15% Custom Software Development
    15% UX/UI Design +6 services
    15% Web Development
    10% API Development
    10% Web Design
    5% AI Consulting
    5% Generative AI
    5% Mobile App Development

    E-commerce development firm AM Code was launched in 2018. The team offers E-Commerce Development and UX/UI Design and is headquartered in Collingswood, New Jersey.

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  • Zencos Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Cary, NC

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% IT Managed Services +1 service
    25% IT Strategy Consulting

    Located in Cary, North Carolina, Zencos is a midsize IT strategy consulting company. Their services include IT strategy consulting and BI & big data consulting & SI.

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  • Austin Law Productions Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    Freelancer
    Loretto, MN

    Services provided

    80% Video Production
    10% Business Consulting
    10% Generative AI

    Austin Law Productions is a Loretto, Minnesota-based video production company. They provide Video Production and Business Consulting.

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  • OmniData Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Portland, OR

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Cloud Consulting & SI +1 service
    25% IT Managed Services

    Data analytics company OmniData was established in 2019. Located in Portland, Oregon, the team focuses on BI & big data consulting & SI and cloud consulting & SI.

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  • Next Bend Media Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    Freelancer
    Lethbridge, Canada

    Services provided

    5% AI Consulting
    5% Audio Production
    5% Branding +17 services
    5% CRM Consulting and SI
    5% Content Marketing
    5% Corporate Photography
    5% Cybersecurity
    5% DevOps Managed Services
    5% Generative AI
    5% Graphic Design
    5% Logo
    5% Marketing Strategy
    5% Mobile App Development
    5% Search Engine Optimization
    5% Social Media Marketing
    5% UX/UI Design
    5% Video Marketing
    5% Video Production
    5% Web Design
    5% Web Development

    Headquartered in Lethbridge, Canada, Next Bend Media is a small branding company. The team specializes in Branding and Marketing Strategy.

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  • FDM Document Dynamics Srl Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Milano, Italy

    Services provided

    30% Back Office Outsourcing
    25% AI Development
    15% Blockchain +2 services
    15% Business Consulting
    15% Robotics Process Automation

    FDM Document Dynamics Srl is a Back Office Outsourcing company. They are headquartered in Milano, Italy and Roma, Italy. Their team offers Back Office Outsourcing and Artificial Intelligence.

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  • Dr web script Logotype

    Dr web script

    Not yet reviewed

    Undisclosed
    < $25 / hr
    Freelancer

    Services provided

    10% API Development
    10% Blockchain
    10% Custom Software Development +8 services
    10% E-Commerce Development
    10% Financial Advising & Planning
    10% Funding & Investment
    10% Generative AI
    10% Mobile App Development
    10% Web Development
    5% HR Consulting
    5% Staffing

    Founded in 2020, Dr web script, a small custom software development firm, is headquartered in Lahore, Pakistan. Their team provides Custom Software Development and Web Development.

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  • Quantum Strides LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Herndon, VA

    Services provided

    30% IT Strategy Consulting
    25% AI Development
    25% Cybersecurity +1 service
    20% BI & Big Data Consulting & SI

    Quantum Strides LLC is a Herndon, Virginia-based IT strategy consulting company. Founded in 2014, the team specializes in IT strategy consulting and Cybersecurity.

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  • Data Affect Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Ashburn, VA

    Services provided

    25% AI Development
    25% Cybersecurity
    25% IT Managed Services +1 service
    25% IT Strategy Consulting

    Data Affect is a midsize IT strategy consulting company established in 2019. Their team provides IT strategy consulting and Cybersecurity.

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  • Data Dynamics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Upper Saddle River, NJ

    Services provided

    25% AI Consulting
    25% BI & Big Data Consulting & SI
    25% Cloud Consulting & SI +1 service
    25% IT Strategy Consulting

    IT strategy consulting company Data Dynamics was launched in 2012. In Upper Saddle River, New Jersey and Pune, India, the team provides IT strategy consulting and BI & big data consulting & SI.

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  • IntelliTide Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Houston, TX

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Product Design +1 service
    25% Web Development

    Established in 2017, IntelliTide is a midsize Houston, Texas-based Product Design company. Their services include Product Design and BI & big data consulting & SI.

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  • Syntelli Solutions Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Charlotte, NC

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Blockchain +1 service
    25% IoT Development

    Syntelli Solutions Inc., a business intelligence company, was launched in 2005. The team provides BI & big data consulting & SI and IoT development and is based in Charlotte, North Carolina.

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  • Personal Website - CTO and Technology Logotype

    Personal Website - CTO and Technology

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    20% IT Strategy Consulting
    10% AI Development
    10% Cloud Consulting & SI +6 services
    10% Conversion Optimization
    10% Digital Strategy
    10% Pay Per Click
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design

    Personal Website - CTO and Technology is an IT strategy consulting company. The small team specializes in IT strategy consulting and Digital Strategy. The agency was founded in 2024.

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  • MadKudu Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Mountain View, CA

    Services provided

    50% Business Consulting
    25% AI Development
    25% CRM Consulting and SI

    MadKudu, a Business Consulting company, focuses on Business Consulting and CRM consulting and SI. The company is in Mountain View, California.

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  • All Day Design Logotype

    All Day Design

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    Freelancer

    Services provided

    30% Web Development
    10% AI Development
    10% Blockchain +5 services
    10% Branding
    10% Logo
    10% Product Design
    10% UX/UI Design
    10% Web Design

    All Day Design, a website development firm, is located in Jakarta, Indonesia. They provide Web Development and Branding.

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  • Lien MUGUERCIA Logotype

    Lien MUGUERCIA

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    Freelancer

    Services provided

    70% Mobile App Development
    10% AI Development
    10% Custom Software Development +1 service
    10% Wearable App Development

    Mobile application development firm Lien MUGUERCIA is in Nantes, France. They provide Mobile App Development and Custom Software Development.

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

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

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

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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