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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 22, 2025
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15 Leaders 15 Contenders

17,832 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 Team players

    Client feedback consistently highlights Simform's exceptional ability to integrate as a team player within their clients' organizations. They are commended for their strong communication, reliability, and commitment to project success. One client noted, 'It genuinely felt like Simform was invested in our success,' while another remarked on their 'eagerness to want to make the project a success.' Overall, the sentiment is overwhelmingly positive, reflecting their professionalism and dedication as an extension of their clients' teams.
    • Web App Dev Resources for E-Commerce Booking Software Co.
      5.0 Aug 31, 2022

      The quality of Simform’s team is outstanding. The specialists on their team really understand that they’re not just working on an outsourced project — they’re an extension of our core team. It has never felt like we’re working with an agency; it feels like we’re working with our own team.

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    • Mobile & Web App Development & Cloud SI for Cocoa Company
      5.0 Mar 28, 2025

      Simform were also readily available to discuss, listen to suggestions and make changes to improve delivery of the project. The professionalism of the team, eagerness to want to make the project a success, breadth of talent within the organisation and friendliness on personal and professional basis were most impressive. Simform is eager to learn and improve in any area they can, including creating new detailed artefacts when requested.

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    • Development & QA Support for Lifestyle Membership Platform
      5.0 Apr 3, 2025

      I've been working with Simform for over six months now. The engagement began with bringing our subscription management platform in-house, and we've since expanded the partnership to other projects due to their broad skill set and consistent reliability. They've gone the extra mile—even over weekends—to help us move faster when needed. Communication and project management have been excellent, with any issues swiftly addressed. It genuinely felt like Simform was invested in our success.

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    • Mobile & Web App Development for Staffing Platform
      5.0 Aug 5, 2025

      On time, within budget, Simform team integrated well with our in-house team. Despite time zone differences, Simform met our timezone needs. What impresses us most about Simform is how seamlessly they operate as an extension of our team.

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    7 of 10 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 10 times in the past 6 months

    Recent reviews of Simform reflect overwhelmingly positive sentiment, highlighting their exceptional communication, project management, and technical expertise. Clients praised the team's responsiveness and ability to meet project milestones on time. Specific feedback includes a seamless integration of resources, effective collaboration during complex problem-solving, and a proactive approach to client needs. Notable mentions include a well-structured discovery phase and a commitment to delivering high-quality results without hidden costs. Overall, clients highly recommend Simform for their reliable and thoughtful partnership.
    Read 10 Recent Reviews

    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
    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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    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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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    HevByte

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% IT Managed Services
    20% Mobile App Development +2 services
    20% Product Design
    20% Web Development

    Small Product Design company HevByte, is based in Lahore, Pakistan. Their services include Product Design and IT managed services.

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  • Delray Labs Logotype

    Delray Labs

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9

    Services provided

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

    Located in , Delray Labs is a software development company. Launched in 2025, the team provides Custom Software Development and Web Development.

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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
    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

    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.
    Get in Touch

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    United States (17) Canada (2) Mexico (1)
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    TELUS Digital Logotype

    TELUS Digital

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Great team

    Clients consistently praise WillowTree's team for their initiative and expertise, highlighting their ability to work independently without the need for micromanagement. One client noted, 'They put in their A-team,' emphasizing comfort and confidence in the team's capabilities. The design team was also commended as 'great,' showcasing a collaborative effort that led to a successful project outcome. Overall, the sentiment reflects strong satisfaction with the team's professionalism and quality of work.
    • App Development for Sports Arena
      5.0 Dec 4, 2013

      You have to look at the team that built it and the guys they put behind it. It’s not one of these big development companies that outsource their work. They did all the work in-house, and I felt comfortable with the team. I got to know them, which helped tremendously. I can’t say enough about the team. They’re solid, and the design team was great.

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    Average Project Cost Breakdown

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

    What Clients Have Said

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

    TELUS Digital is very responsive

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

    View projects from:

    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 Adaptable

    The sentiment regarding Vention's adaptability is overwhelmingly positive. Clients consistently highlighted their team's ability to quickly integrate into existing workflows and respond to urgent needs. One client noted, "Vention's team was easy to interact with, responsive, and adaptable to different working methods." Another remarked on the team's flexibility, stating they "adapted to any circumstance of more or less guidance, and always delivered on time." Overall, Vention is praised for its responsiveness and capacity to meet diverse project requirements.
    • AR/VR Development Staff Aug for Healthcare Technology Co
      4.5 May 16, 2025

      Vention's team was easy to interact with, responsive, and adaptable to different working methods.

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    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

    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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  • Value Creating Solutions Sdn Bhd Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    2 - 9
    Subang Jaya, Malaysia

    Services provided

    30% Custom Software Development
    20% AI Development
    20% Application Management & Support +2 services
    20% Mobile App Development
    10% Cloud Consulting & SI

    Established in 2016, Value Creating Solutions Sdn Bhd is a software development company. Their services include Custom Software Development and Mobile App Development.

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  • Infynetices Technologies LLP Logotype

    Infynetices Technologies LLP

    Not yet reviewed

    $5,000+
    < $25 / hr
    2 - 9

    Services provided

    25% Custom Software Development
    25% DevOps Managed Services
    20% AI Development +2 services
    20% Cloud Consulting & SI
    10% Web Design

    Infynetices Technologies LLP is a DevOps Managed Services company founded in 2024. Their team focuses on DevOps Managed Services and Custom Software Development.

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  • Vast Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Lisboa, Portugal

    Services provided

    20% AI Development
    20% Branding
    20% UX/UI Design +2 services
    20% Web Design
    20% Web Development

    Branding firm Vast is located in Lisboa, Portugal. They focus on Branding and Web Design and were established in 2024.

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  • Lucklytics Logotype

    Lucklytics

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% IT Staff Augmentation +2 services
    20% Recruiting
    20% Staffing

    Big data analytics company Lucklytics is based in Varna, Bulgaria. Established in 2024, the team specializes in BI & big data consulting & SI and IT staff augmentation.

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  • Nexelaris Logotype

    Nexelaris

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Digital Strategy +2 services
    20% Mobile App Development
    20% Web Development

    Digital Strategy company Nexelaris is headquartered in Gampaha, Sri Lanka. Their services include Digital Strategy and Custom Software Development.

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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 Reliable

    Clients consistently commend the reliability of the companies reviewed. One client noted that Moove It delivered a system exceeding expectations under tight deadlines, stating, 'They always delivered on time' and praised their management. Similarly, December Labs was described as 'very reliable' and '100% reliable' by a CEO, emphasizing their responsiveness and ability to accommodate shifting priorities. Overall, the sentiment reflects strong trust in both teams' capabilities and commitment to timely delivery.
    • Mobile App Dev & Code Refactoring for AI Software Provider
      5.0 Aug 23, 2024

      Qubika’s project management has been fantastic. From the start, they set up clear communication channels and laid out realistic timelines for every part of the project. They consistently delivered everything on time, often even ahead of schedule. If any unexpected issues popped up, they were quick to let me know and worked hard to keep things on track. Their reliability was a huge relief, especially when we were pushing to get new features out to users quickly.

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    • Mobile App & API Development & UX/UI Design for Auction Co
      5.0 Aug 22, 2024

      The teams breadth of skillsets and professionalism is quite impressive. No matter the task at hand, I felt I could go to Qubika for assistance and they instilled me with confidence that they'd not only be able to assist but they'd conduct the procedure in an organized, transparent, and professional way. I was able to develop trust with their team and processes in a way that I felt I could rely on them to assist in new endeavors the company would begin to explore.

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    • E-Commerce MVP Dev for Lead Generation Startup Platform
      5.0 Jul 11, 2019

      December Labs generally delivers work on time. They’re a very reliable team. Overall, our relationship has been great. The December Labs team has been very responsive. As a startup, we sometimes have new insights and have to reprioritize. They’ve been accommodating and reliable 100% of the time.

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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Phaedra Solutions is consistently praised for their excellent communication and responsiveness across multiple reviews. Clients noted their availability for daily updates and quick responses to inquiries, with one stating, "Anfal was my immediate point of contact who was always fast to get back to me." Another client appreciated their "excellent communication" and commitment to addressing issues promptly. Overall, the sentiment regarding their communicative abilities is overwhelmingly positive, highlighting their dedication and effectiveness in client interactions.
    • API Dev for E-Commerce Company
      5.0 Nov 8, 2023

      They spent many nights way after their midnight focusing on the project to handle any urgent needs for the project. I found communication with them very easy. They also showed a high level of integrity and commitment to the project.

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    • Customer Portal & UI Design & Dev for Locksmith Company
      4.5 Jul 9, 2021

      Isbah takes her job extremely seriously and is on the ball at all times. She’s available day and night — if I send her a message at 3 a.m. or 2 p.m. her time, I’ll get a response. We also have daily meetings (sometimes 2–3) to discuss any situations, which makes for easy communication.

      Read Full Review
    • E-Commerce Dev for Nonprofit Organization
      5.0 Jun 30, 2021

      Communication was handled through clickup, google chat and weekly meetings through google meet. I was impressed with how attentive they were to answering any questions I had. Any message I sent was returned very quickly.

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    • Shopify Integration for Watersports Retailer
      5.0 Jun 22, 2021

      We used google zoom chats what’s app and Google chat. Very good communication. The speed everything happened.

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    • Custom Software Dev for Energy Software Company
      5.0 Sep 17, 2020

      They’re good communicators. While there are some expected drawbacks from a time zone perspective, they’ve always been very responsive. They definitely have the ability to work with clients outside of their time zone and hemisphere. They’re experienced at communicating on that level.

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    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

    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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  • Analytiq Hub Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Lexington, MA

    Services provided

    20% AI Consulting
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% DevOps Managed Services
    20% Robotics Process Automation

    Analytiq Hub is a cloud consulting & SI company. They were launched in 2023, and their services include cloud consulting & SI and Custom Software Development.

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  • Aerassky Technologies Limited Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9
    Agege, Nigeria

    Services provided

    20% AI Development
    20% Graphic Design
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    Aerassky Technologies Limited is an user experience design agency based in Agege, Nigeria. Founded in 2024, the team focuses on UX/UI Design and Graphic Design.

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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 app and software development company with expertise in mobile and web platforms, backend integration, and IoT solutions. Their reviews emphasize high-quality deliverables, skilled communication, and effective project management. Over 90% of feedback highlights LANARS' commitment to timelines and adaptability, with clients praising their problem-solving capabilities and dedication, even under challenging circumstances like geopolitical issues.

    See all 14 projects

    Reviews mention Trustworthy

    Clients express a strong sense of trustworthiness in LANARS, highlighting their commitment and reliability. One client noted, "We trust them. They do what they say they’re going to do," emphasizing their accountability. Feedback indicates that LANARS takes responsibility for projects, demonstrating a flexible and positive approach. Clients appreciate their ability to deliver on promises, reinforcing the overall sentiment of trust and satisfaction in their professional relationship.
    • Platform Dev for Intercom Company
      5.0 Dec 12, 2019

      They’re very flexible and positive in their approach. Everything we throw at them, they take with a smile and a positive attitude. They always deliver and do what they say. They’re really honest and good people to work with. We don’t have to write everything down before we get started. They do whatever it takes to deliver. We trust them. They do what they say they’re going to do.

      Read Full Review
    Read All Reviews
    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

    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

    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 Personable

    Client feedback highlights Imobisoft's personable approach, emphasizing their friendly and personalized service. One client noted, 'The team is friendly and doesn't suffer from a large corporate feel,' which underscores the importance of human connection in their business dealings. Additionally, effective communication was maintained throughout the project, with clients appreciating the willingness to engage directly when needed. Overall, the sentiment reflects a strong appreciation for the company's approachable and client-centric ethos.
    • Web Dev & Design for Healthcare Association
      5.0 Dec 24, 2020

      The team is friendly and doesn't suffer from a large corporate feel. It's a personalized service and that's why we have been with them for four years. You buy from people.

      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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  • Ubus Agency Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Paços de Ferreira, Portugal

    Services provided

    20% AI Development
    20% Branding
    20% Custom Software Development +2 services
    20% Digital Strategy
    20% UX/UI Design

    Ubus Agency is a branding company. The firm is headquartered in Paços de Ferreira, Portugal. Their team focuses on Branding and Digital Strategy.

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  • Meridiana Digital Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Chioggia, Italy

    Services provided

    30% Marketing Strategy
    20% AI Consulting
    20% Conversion Optimization +2 services
    15% UX/UI Design
    15% Web Development

    Established in 2025, Meridiana Digital is a Marketing Strategy company. The agency offers Marketing Strategy and Conversion Optimization, and is small.

    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

    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

    More responsive than most other service providers

    Tallium Inc. is very responsive

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

    View projects from:

    United States (7) Ukraine (5) England (4) Sweden (4) Germany (3) Canada (2) Mauritius (1) Romania (1) Malta (1) Switzerland (1) Kenya (1) Kazakhstan (1) Hong Kong (1)
    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

    In the past six months, Leobit has received positive feedback from multiple clients, highlighting their strong project management and technical expertise. A CEO noted their ability to deliver projects ahead of schedule and appreciated their innovative ideas. The Development Director of Asprey Management Solutions praised their flexibility and thorough documentation during a software migration. Overall, clients expressed satisfaction with timely deliverables and effective communication, indicating that Leobit consistently meets or exceeds expectations.
    Read 4 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    More responsive than most other service providers

    Leobit is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile Visit Website
  • SylJo IT Products and Services Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Lahore, Pakistan

    Services provided

    20% AI Development
    20% Branding
    20% Logo +2 services
    20% UX/UI Design
    20% Web Development

    Established in 2023, SylJo IT Products and Services is a branding firm. The team offers Branding and UX/UI Design.

    Read more
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  • Thara Systems Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Kampala, Uganda

    Services provided

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

    Based in Kampala, Uganda, Thara Systems is a software development company. They provide Custom Software Development and Web Development.

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  • Meta23 Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    denizli, Türkiye

    Services provided

    20% AI Development
    20% Digital Strategy
    20% Pay Per Click +2 services
    20% Search Engine Optimization
    20% Web Design

    Meta23 is a Digital Strategy company established in 2016. The small team provides Digital Strategy and Search Engine Optimization.

    Read more
    View Profile
  • KiperTech Software & Technology Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9
    Kraków, Poland

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Other Application Development

    KiperTech Software & Technology, a software development firm, is located in Kraków, Poland. Founded in 2005, the team offers Custom Software Development and Mobile App Development.

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  • Jamorie Consulting GmbH Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Frankfurt am Main, Germany

    Services provided

    20% AI Consulting
    20% Cloud Consulting & SI
    20% Cybersecurity +2 services
    20% DevOps Managed Services
    20% IT Strategy Consulting

    In Frankfurt am Main, Germany, Jamorie Consulting GmbH is an IT strategy consulting company. Their services include IT strategy consulting and cloud consulting & SI.

    Read more
    View Profile
  • North Encps Pvt Ltd Logotype

    North Encps Pvt Ltd

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Founded in 2024, North Encps Pvt Ltd is a SEO agency. The agency provides Search Engine Optimization and cloud consulting & SI, and is small.

    Read more
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  • Prepify Consultancy Services Logotype

    Prepify Consultancy Services

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    Prepify Consultancy Services is an user experience design company. Their team is in Kolkata, India and offers UX/UI Design and Custom Software Development.

    Read more
    View Profile
  • UASK Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Oliveira de Frades, Portugal

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Low/No Code Development +3 services
    20% Robotics Process Automation
    10% DevOps Managed Services
    10% Web Design

    Software development company UASK was founded in 2019. The team offers Custom Software Development and Artificial Intelligence.

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  • multithread Logotype

    multithread

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Application Testing
    20% Email Marketing +2 services
    20% Fractional CMO Services
    20% Sales Outsourcing

    Email Marketing company multithread specializes in Email Marketing and Artificial Intelligence. They are in Bengaluru, India.

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  • Yastli Logotype

    Yastli

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Yastli is a SEO company. Their small team is located in Paproć, Poland and provides Search Engine Optimization and Custom Software Development. The agency was founded in 2023.

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  • Growsoc Logotype

    Growsoc

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Growsoc is a SEO services firm. In Kolkata, India, the firm was established in 2024. Their services include Search Engine Optimization and Custom Software Development.

    Read more
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  • TechSaavi Logotype

    TechSaavi

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    15% Custom Software Development
    15% IT Staff Augmentation
    15% Mobile App Development +5 services
    15% Web Development
    10% AI Development
    10% Generative AI
    10% UX/UI Design
    10% Web Design

    TechSaavi, an IT staff augmentation company, was established in 2024. They provides IT staff augmentation and Custom Software Development.

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  • Tomorrow Partners Logotype

    Tomorrow Partners

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Digital Strategy +2 services
    20% Funding & Investment
    20% Marketing Strategy

    Tomorrow Partners is a Marketing Strategy company. The team offers Marketing Strategy and Digital Strategy, and the agency is headquartered in Paris, France.

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  • dataglitch Logotype

    dataglitch

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% API Development
    20% Custom Software Development +2 services
    20% IT Strategy Consulting
    20% Web Development

    Founded in 2025, dataglitch is an IT strategy consulting company. The team offers IT strategy consulting and Custom Software Development.

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  • Vortanex Logotype

    Vortanex

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Blockchain
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    Vortanex is an UX agency. They are in Lahore, Pakistan. Their team provides UX/UI Design and Web Development.

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  • Techyhut Solutions Logotype

    Techyhut Solutions

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Cybersecurity
    20% DevOps Managed Services +2 services
    20% IT Managed Services
    20% Web Development

    Techyhut Solutions, a Cybersecurity company, was launched in 2025. The team offers Cybersecurity and IT managed services.

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  • UQA Softs Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Peshawar, Pakistan

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Mobile App Development +4 services
    20% Web Development
    10% Graphic Design
    5% Search Engine Optimization
    5% Social Media Marketing

    UQA Softs, a website development firm, was launched in 2025. The small team offers Web Development and Mobile App Development.

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  • Axion Pulse Logotype

    Axion Pulse

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Custom Software Development +2 services
    20% IT Staff Augmentation
    20% Robotics Process Automation

    Axion Pulse is a big data company. The small Bengaluru, India-based team specializes in BI & big data consulting & SI and IT staff augmentation. The firm was founded in 2024.

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  • Pizenith Technologies Logotype

    Pizenith Technologies

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% DevOps Managed Services +2 services
    20% Digital Engineering
    20% IT Managed Services

    Pizenith Technologies is a cloud consulting & SI company. The team focuses on cloud consulting & SI and IT managed services, and the company is based in Toronto, Canada.

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  • SANTOGE Innovation Hub Logotype

    SANTOGE Innovation Hub

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Digital Strategy
    20% Marketing Strategy +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    Marketing Strategy company SANTOGE Innovation Hub is based in Nagercoil, India. They offer Marketing Strategy and Digital Strategy.

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  • Kabir IT Solution Logotype

    Kabir IT Solution

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Strategy Consulting +2 services
    20% UX/UI Design
    20% Web Development

    Kabir IT Solution is an user experience design agency. Their team is in Bethesda, Maryland and Addis Ababa, Ethiopia and focuses on UX/UI Design and IT strategy consulting.

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  • EMACRON TECHNOLOGIES LLP Logotype

    EMACRON TECHNOLOGIES LLP

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    EMACRON TECHNOLOGIES LLP is a software development company. They are in Pune, India. Their team provides Custom Software Development and Web Development.

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  • Your SoftwareDevs Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Semra, India

    Services provided

    20% AI Development
    20% CRM Consulting and SI
    20% Digital Asset Management +2 services
    20% Mobile App Development
    20% Web Development

    Your SoftwareDevs is a Semra, India-based CRM consulting and SI company. They focus on CRM consulting and SI and Web Development and were established in 2025.

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  • Digital Frontier Company Logotype

    Digital Frontier Company

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

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

    Established in 2024, Digital Frontier Company is a Digital Strategy company. The small team specializes in Digital Strategy and Social Media Marketing.

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  • Weavefy Logotype

    Weavefy

    Not yet reviewed

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

    Services provided

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

    Established in 2024, Weavefy is a web development firm. The team specializes in Web Development and Mobile App Development.

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  • Recce Digital Marketing Studio Logotype

    Recce Digital Marketing Studio

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

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

    Launched in 2019, Recce Digital Marketing Studio is a small Mumbai, India-based social media marketing company. Their team focuses on Social Media Marketing and Search Engine Optimization.

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  • Sapphire3 LLC Logotype

    Sapphire3 LLC

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Cloud Consulting & SI +2 services
    20% IT Strategy Consulting
    20% Procurement Support

    Founded in 2023, Sapphire3 LLC, a small IT strategy consulting company, is headquartered in Cary, North Carolina. Their services include IT strategy consulting and cloud consulting & SI.

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  • Contive AI Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Karachi, Pakistan

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% UX/UI Design +2 services
    20% Web Design
    20% Web Development

    Contive AI, a web design agency, is headquartered in Karachi, Pakistan and Karachi, Pakistan. They provide Web Design and UX/UI Design and were founded in 2023.

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  • Unihox Logotype

    Unihox

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Consulting
    20% Blockchain
    20% Graphic Design +2 services
    20% Mobile App Development
    20% Web Development

    Founded in 2024, Unihox is a graphic design company. The firm offers Graphic Design and Web Development, and is small.

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  • AppProfis - App Entwicklung Agentur Oldenburg Logotype

    AppProfis - App Entwicklung Agentur Oldenburg

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    30% Mobile App Development
    20% AI Development
    20% Custom Software Development +2 services
    20% Mobile & App Marketing
    10% Web Design

    AppProfis - App Entwicklung Agentur Oldenburg is a mobile app development company in Oldenburg, Germany. They offer Mobile App Development and Mobile & App Marketing.

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  • Aktwins Software Services Logotype

    Aktwins Software Services

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    20% AI Development
    20% API Development
    20% Blockchain +2 services
    20% Custom Software Development
    20% Low/No Code Development

    Aktwins Software Services is a small software development company. Established in 2024, the team offers Custom Software Development and Artificial Intelligence.

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  • rvnw. agency Logotype

    rvnw. agency

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% Low/No Code Development +2 services
    20% UX/UI Design
    20% Web Design

    Rvnw. Agency is a web design agency. The company is located in Zadar, Croatia and Rijeka, Croatia. Their team offers Web Design and UX/UI Design.

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  • Neural Partners Logotype

    Not yet reviewed

    Undisclosed
    $200 - $300 / hr
    2 - 9
    South Burlington, VT

    Services provided

    60% Advertising
    10% AI Consulting
    10% Digital Strategy +2 services
    10% Generative AI
    10% Marketing Strategy

    Established in 2025, Neural Partners is an Advertising company. The team offers Advertising and Marketing Strategy.

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  • Flexipy Logotype

    Flexipy

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% Custom Software Development
    20% Web Development
    10% AI Development +5 services
    10% API Development
    10% Digital Engineering
    10% Generative AI
    10% IT Strategy Consulting
    10% Mobile App Development

    Flexipy, a software development firm, provide Custom Software Development and Web Development. They were founded in 2024.

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  • Codephine Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Jabalpur, India

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% DevOps Managed Services +2 services
    20% UX/UI Design
    20% Web Development

    Codephine, an user experience agency, was launched in 2023. The small team focuses on UX/UI Design and cloud consulting & SI.

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  • Zap Integrate Logotype

    Zap Integrate

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    60% E-Commerce Development
    20% AI Development
    20% CRM Consulting and SI

    Zap Integrate is a small e-commerce development firm. Launched in 2024, the team specializes in E-Commerce Development and CRM consulting and SI.

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  • YRD Technologies Pvt. Ltd. Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Mumbai, India

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Compliance Consulting +2 services
    20% Cybersecurity
    20% Digital Engineering

    Based in Mumbai, India, YRD Technologies Pvt. Ltd. Is a small Cybersecurity company. Their services include Cybersecurity and Business Consulting.

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  • Sanga Tech Solutions Logotype

    Sanga Tech Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% E-Commerce Development
    20% Generative AI
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Sanga Tech Solutions is a SEO agency. They are located in Nairobi, Kenya. Their team offers Search Engine Optimization and Web Development.

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  • ZeroNova UX Consulting Logotype

    Not yet reviewed

    $10,000+
    $200 - $300 / hr
    2 - 9
    Odessa, FL

    Services provided

    20% AI Consulting
    20% Logo
    20% Product Design +2 services
    20% UX/UI Design
    20% Web Design

    In Odessa, Florida, ZeroNova UX Consulting is a small web design agency. The team specializes in Web Design and UX/UI Design.

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

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

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We evaluate service providers using a structured methodology that combines:

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

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
  16. Valere Logotype

    Valere

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

    Ability to deliver

    38.5/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  19. 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
  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.

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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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