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Home Artificial Intelligence

Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, 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 27, 2025
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15 Leaders 15 Contenders

17,884 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

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

    Services provided

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

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

    See all 82 projects

    Reviews mention Easy to work with

    The overall sentiment regarding Simform's ease of collaboration is exceptionally positive. Clients frequently commend their proactive communication and adaptability. For instance, one client noted, "The ease of doing business with Simform is next level," highlighting their flexibility and high-quality deliverables. Another stated, "They’re very easy to work with and have a lot of resources available." Additionally, consistent feedback emphasizes Simform's professionalism and respect for client needs, with one client remarking, "They are always open to new projects and ideas."
    • Application Testing & QA for Software Company
      5.0 Jun 21, 2023

      Our assigned resource was competent, a great communicator, and quick to ramp-up on our project to provide value. The company seems easy to work with and is willing to work within our framework to reduce the overhead on our side.

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    • Mobile App & Software Development for Medical Device Company
      5.0 Nov 7, 2022

      The quality of the people is fantastic. Everyone is highly experienced and easy to work with and do everything possible to make the projects a success.

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    • Web & Mobile App Development for Startup Mobile App Game
      5.0 Jul 7, 2022

      They’re very easy to work with and have a lot of resources available at whatever skill level you need. We can work with them on both web and mobile technologies.

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    • Web Development for Cookbook Design Company
      5.0 May 6, 2022

      Simform is extremely professional and very easy to work with. They meet deadlines, are very communicative and super respectful of the client and their needs.

      Read Full Review
    • App Dev & Design for Entertainment Ratings Platform
      5.0 Sep 24, 2020

      I felt very comfortable with our relationship — they were really easy to work with. I never felt bad about asking them anything and it was easy to talk to them.

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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

    Reviews mention Experienced

    Overall sentiment regarding Innowise Group's experience is highly positive. Clients praised their knowledgeable and responsible team, as evidenced by one client's comment on their 'concrete blockchain experience' and the exceptional quality of their deliverables. Another client noted the team's ability to swiftly address challenges, showcasing their expertise. While minor improvements were suggested regarding visual layout details, the general feedback reflects a strong satisfaction with Innowise's professionalism, timely communication, and effective project management.
    • Consulting for Software Engineering Company
      5.0 Apr 3, 2023

      What we noted during the workshop was the experience that Innowise as a company and their team member as an individual had, with a good answer for every real life and hypothetical scenario we could think of. The documentation provided is clear and concise and ubiquitous, and has so far proven to be easily understandable for both the development and business sides of our company.

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

      The client praised the team for their expertise in the Go language, and their ability to deliver a solution that exceeded their expectations. The measurable outcomes of the project demonstrated that the team from Innowise was successful in providing a valuable contribution to the project.

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    • Mobile App Development for Blockchain Solutions Company
      5.0 Sep 10, 2021

      The development team has easily familiarized themselves with our token economy operating system and its components. They have experienced people, seniors in their area of expertise are a big plus in such a project and save a lot of time.

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    • PHP Dev for Digital Agency
      5.0 Jan 8, 2021

      They’re skilled programmers who integrate well into our workplace. They are able to quickly scale up when necessary.

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    • iOS App Dev & QA for Hiking Software Company
      5.0 Dec 28, 2020

      The breadth of experience that they have stands out. Whatever you need to be done, they can do it.

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

    Reviewed 1 time in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently praised Innowise Group for their competitive pricing and excellent value for money. Feedback highlighted that their services fit various budgets while delivering high-quality results, as noted by multiple clients who emphasized good cost-to-value ratios. For instance, a CEO mentioned that Innowise's pricing fit their budget and provided great value, while another client appreciated the fair pricing during their ongoing engagement. Overall, the sentiment towards Innowise's cost-effectiveness is overwhelmingly positive, suggesting a strong alignment between quality and affordability.
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    BlueLabel Logotype

    BlueLabel

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

    Services provided

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

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

    See all 67 projects

    Reviews mention Well-organized projects

    Clients consistently highlight BlueLabel's exceptional organization and project management capabilities. One client noted their use of Notion for project management, emphasizing that BlueLabel was 'highly organized' and adaptable to changing needs, delivering everything on time and within budget. Another client praised their ability to maintain clear communication and provide detailed updates, stating, 'They’re very organized and were great at giving updates.' Overall, the sentiment reflects a strong appreciation for BlueLabel's structured approach to project execution.
    • AI Strategy & Design for Storytelling & Innovation Company
      5.0 Mar 14, 2024

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

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

      They have been organized, proactive, timely, and provided a seamless collaboration. The team is very responsive and provides feedback in a comprehensive, yet concise manner that is very digestible to understand. Blue Label worked seamlessly with our digital marketing partner, providing exceptionally easy collaboration across multiple aspects to further enhance the product and go-to-market strategy.

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    • iOS Development for Dating App
      5.0 Aug 9, 2019

      They’re very organized and were great at giving updates. The team was detail-oriented, keeping track of everything throughout the project. We met in person a few times, and it was great to be able to sit down to collaborate.

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

      It was always clear where things stood and what was being developed. We had weekly calls to discuss project status and consider new ideas along the way. The project took about two months longer than the initial schedule, but they provided feedback along the way to help me understand the delays.

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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

    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

    View projects from:

    United States (64) Thailand (1) United Arab Emirates (1)
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  • VenaAI Logotype

    VenaAI

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    25% Mobile App Development
    25% Web Development
    20% AI Development +2 services
    20% Generative AI
    10% AI Consulting

    Website development company VenaAI is in Bajidpur, India. They offer Web Development and Mobile App Development.

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  • Codeneutral Technologies Pvt Ltd Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    15% AI Consulting
    15% Generative AI +4 services
    15% Mobile App Development
    15% Web Development
    10% Application Testing
    10% Robotics Process Automation

    Artificial intelligence development company Codeneutral Technologies Pvt Ltd specializes in Artificial Intelligence and Web Development. They were established in 2023.

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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

    30% AI Development
    30% Custom Software Development
    15% BI & Big Data Consulting & SI +2 services
    15% Mobile App Development
    10% IT Staff Augmentation

    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

    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Azumo is very responsive

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

    TELUS Digital

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Exceeds expectations

    Client feedback indicates that WillowTree consistently exceeds expectations, particularly in user experience design and project execution. The engineering director noted that the app's user experience surpassed internal and customer expectations, receiving accolades as the best exhibit at a major industry tradeshow. Additionally, WillowTree's commitment to timely delivery and their enthusiastic, dedicated team were highlighted as key strengths, reinforcing the overall positive sentiment regarding their innovative solutions and professional engagement.
    • iOS Application for Large Energy Solutions Provider
      5.0 Feb 12, 2017

      The user experience we've designed with WillowTree has far exceeded the expectations of my internal production and management team, as well as those of our customers. People have been amazed at the technological advances and user experience of the app. It's clean, professional, and refined. All use cases have been thought through and implemented well. WillowTree brought its A-game from a design and execution perspective.

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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Vention

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

    Services provided

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

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

    See all 98 projects

    Reviews mention Passionate about their work

    The overall sentiment regarding iTechArt Group's passion for their work is highly positive. Clients consistently highlight the developers' commitment and enthusiasm, noting instances where team members worked beyond contracted hours to ensure project success. One client remarked, 'iTechArt’s developers are more experienced and passionate about their work,' emphasizing their dedication to building products collaboratively. This passion not only enhances project outcomes but also fosters a strong partnership, making iTechArt a valuable asset in client engagements.
    • Web & Software Development for Online Real Estate Portal
      5.0 Dec 13, 2021

      Compared to other companies I’ve worked with, iTechArt Group’s developers are more experienced and passionate about their work. There are a lot of teammates who make the extra effort and work past contracted hours to deliver for us. It makes our entire partnership work smoothly — iTechArt Group isn’t just there to complete a task, they’re building a product with us.

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    • App Dev for Security System
      5.0 May 10, 2017

      In terms of passion and what their people are really interested in, iTechArt does a good job of making assignments. They work a lot with startups, which is a more interesting field than working for a bank, for example. They can attract a good level of high-quality engineers, who want to get involved.

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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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  • RoboRevolution Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% Robotics Process Automation

    Robotics Process Automation and AI Consulting company RoboRevolution is based in Plovdiv, Bulgaria. Their services include Robotics Process Automation and AI Consulting.

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  • InfiniAutomate Logotype

    InfiniAutomate

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    25% Email Marketing
    15% Web Design +1 service
    10% Low/No Code Development

    Launched in 2023, InfiniAutomate is an AI firm. The team specializes in Artificial Intelligence and Email Marketing and is headquartered in Frýdek-Místek, Czech Republic.

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  • Cavefish Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9
    Cardiff, Wales

    Services provided

    50% AI Consulting
    50% Search Engine Optimization

    Established in 2023, Cavefish is a SEO services firm and AI Consulting company. The agency offers Search Engine Optimization and AI Consulting, and is small.

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  • Techila Law Consulting Logotype

    Techila Law Consulting

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% Internet & Technology Law

    Founded in 2019, Techila Law Consulting is a small Internet & Technology Law and AI Consulting company. Their services include Internet & Technology Law and AI Consulting.

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  • GRADIS Logotype

    GRADIS

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

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

    GRADIS, a big data analytics company and AI Consulting company, was founded in 2023. The company specializes in BI & big data consulting & SI and AI Consulting.

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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 Unique expertise

    Qubika has been praised for its unique expertise, particularly in its breadth of skillsets and professionalism. Clients highlighted their confidence in Qubika's ability to assist with diverse tasks, noting the company's organized and transparent approach. One client remarked on the impressiveness of the team's capabilities, stating that Qubika instilled trust and reliability, making them valuable partners across various sectors. Overall, the sentiment regarding Qubika's unique expertise is overwhelmingly positive, with no significant areas for improvement mentioned.
    • Mobile App & API Development & UX/UI Design for Auction Co
      5.0 Aug 22, 2024

      The team's 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. The number of sectors they have been proficient in has made them valuable partners.

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    • App Redesign & Optimization for Social Media Platform
      5.0 Aug 3, 2022

      They're awesome people who care about their clients and their UI/UX skills are amazing. December Labs went above and beyond on this one!

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    • Mobile App Dev for Smart Pillbox Startup
      5.0 May 31, 2019

      December Labs was a step up in that regard, and I learned that you get what you pay for. They are more reliable than past vendors in terms of quality and speed of their development. They can work quickly without sacrificing product quality.

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

      They’re personable and easy to communicate with. Even with their technical expertise, they were patient about re-explaining things for me and putting the explanations into words I could understand. They’ve also done a great job with the development so far.

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    • iOS App Dev for Investment Services Startup
      5.0 Jan 31, 2018

      They’re willing to work with startups and understand the hardships we’re facing. Their team can act as a good sounding board for us because they’ve been there before. They simply employ quality developers. Everyone on their team is great.

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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 past six months, Qubika has received positive feedback for their responsiveness and technical expertise. Clients highlighted their ability to deliver projects on time, such as establishing a scalable data warehouse that drastically improved data accessibility. One client praised Qubika for their collaborative approach and the fresh perspectives brought by their product designers. Overall sentiment is highly favorable, with clients appreciating their alignment with company values and the quality of their deliverables.
    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

    View projects from:

    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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    Phaedra Solutions Logotype

    Phaedra Solutions

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

    Services provided

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

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

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

    Reviewed 2 times in the past 6 months

    In the last six months, clients have praised Phaedra Solutions for their technical expertise and responsiveness, noting a 30% faster user onboarding and a 40% reduction in manual tasks due to effective automation. One client highlighted their impressive project management and clear communication, while another acknowledged the need for improvement in project management. Overall, the sentiment is positive, with clients expressing satisfaction and noting the company's ability to deliver high-quality results tailored to their needs.
    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.
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    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    View projects from:

    United States (9) United Arab Emirates (3) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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    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 Openness

    Overall, client feedback regarding LANARS reflects a positive sentiment towards their openness and communication. The client appreciated LANARS' willingness to merge requirements into technical documentation and noted the smooth communication facilitated by shared project management tools like Jira. Specific remarks highlighted the team's friendliness and open-mindedness, enhancing collaboration. Despite the positive experience, the client expressed a desire for LANARS to establish an office in the UK for greater accessibility.
    • iOS/Android FinTech App Development for Bank
      5.0 Sep 20, 2019

      Project management was done by LANARS under my supervision. They added me to their corporate Jira, so I was able to see report and progress on each team member involved. Communicate was smooth, and the good thing is that we are almost in the same timezone.

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    Industry Experience

    LANARS has demonstrated expertise across various industries, including Manufacturing, Financial Services, Information Technology, Construction, and Business Services. Clients commend their adaptability, strong project management, and technical proficiency, especially in app development and cloud integration. Overall sentiment is positive, with notable strengths in communication and timely deliverables, making them a suitable partner for projects in tech-driven environments and service-oriented sectors.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services Construction

    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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  • Cream Digital Marketing Agency Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Miami, FL

    Services provided

    50% AI Development
    50% Back Office Outsourcing

    Cream Digital Marketing Agency , an AI company and Back Office Outsourcing company, was founded in 2020. The company offers Artificial Intelligence and Back Office Outsourcing, and is small.

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  • Buildink AI Venture Studio Logotype

    Buildink AI Venture Studio

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    10% Content Marketing
    10% Custom Software Development +6 services
    10% Digital Strategy
    10% Web Development
    5% AI Development
    5% Business Consulting
    5% Generative AI
    5% Low/No Code Development

    Buildink AI Venture Studio is an AI Consulting company. They are based in Madrid, Spain. Their team specializes in AI Consulting and Digital Strategy.

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  • Featured

    What are Featured Providers?

    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 Timely

    Overall, client feedback regarding Krazimo's timeliness is highly positive. One client noted that Krazimo 'delivered on time' and effectively managed project timelines, responding quickly to feedback and scope changes. Another client emphasized that Krazimo not only met but 'exceeded the original specifications,' showcasing their reliability in delivering projects punctually. Additionally, a third client appreciated their clarity on timelines and proactive communication, indicating a strong commitment to timely project execution.
    • AI Development for Generative AI Company
      5.0 Feb 7, 2025

      Krazimo’s expertise in integrating diverse data sources and building a reliable, responsive system truly stood out. This project exemplifies their ability to manage complex projects, deliver cutting-edge, scalable solutions tailored to specific industry needs. They not only delivered on time, but exceeded the original specifications.

      Read Full Review
    • AI SaaS Platform Dev & UX/UI Design for Tech Training School
      5.0 Apr 15, 2025

      They delivered on time, worked in sprints, and responded quickly to feedback and scope changes.

      Read Full Review
    • AI Dev & Blockchain Services for IT Development Consultancy
      5.0 Aug 5, 2025

      Krazimo's team responded promptly, were always clear on timelines and were very effective at breaking down the plan as well as providing weekly reports as well as going above and beyond to facilitate us where needed beyond the coding.

      Read Full Review
    Read All Reviews

    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)
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    Imobisoft Logotype

    Imobisoft

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

    Services provided

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

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

    See all 20 projects

    Reviews mention Reasonable pricing

    Clients consistently highlight Imobisoft's reasonable pricing as a significant advantage. One client noted their rates were competitive compared to other firms, stating, 'Imobisoft’s prices were very competitive,' which made their services attractive. Another client emphasized that hiring Imobisoft saved them considerable costs compared to internal hires, asserting, 'The product would have cost us a lot more if we had hired people internally.' Overall, the sentiment regarding pricing is overwhelmingly positive, reinforcing their value proposition.
    • AWS Cloud Migration for FinTech Integrations Company
      5.0 Dec 12, 2022

      Imobisoft was highly technical — they knew their stuff. Moreover, they were transparent all the way through to delivery. Their communication was also good, and their cost was reasonable.

      Read Full Review
    • Custom Software Dev & Design for Business Services Company
      4.0 Dec 8, 2022

      Moreover, Imobisoft’s prices were very competitive. The product would have cost us a lot more if we had hired people internally to work on its design and development. As for collaboration tools, we used Asana.

      Read Full Review
    • Mobile App Development for Gifting Platform
      5.0 Nov 13, 2020

      They’ll find a solution if you’re stuck. They’ll find a way to make something possible. Budget-wise, they’re also more affordable than other companies.

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

    Reviewed 2 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    View projects from:

    England (11) Saudi Arabia (1)
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    Tallium Inc. Logotype

    Tallium Inc.

    4.9 38 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 38 projects

    Reviews mention Collaborative

    Clients have consistently praised Tallium for their collaborative approach and strong project management. One client noted that Tallium guided them through every step of transitioning to e-marketing, showcasing their ability to aggregate resources effectively. Another client emphasized the deep collaboration between their teams, highlighting Tallium's professionalism and ownership in delivering high-quality digital products. Overall, feedback reflects a positive sentiment towards Tallium's flexibility and responsiveness, with no significant areas for improvement identified.
    • UI/UX Design, Development & Animation for Animation Studio
      5.0 Dec 22, 2025

      The company's sharp professionalism, strong engineering culture, and ability to collaborate deeply over a long period of time were impressive. Despite working with many partners, Tallium Inc. became the best partner we worked with this year.

      Read Full Review
    Read All Reviews

    Industry Experience

    Tallium Inc. has demonstrated its expertise across various industries, including Gaming, Information Technology, Financial Services, Retail, and Education. Clients have praised their technical proficiency, project management skills, and ability to integrate complex functionalities. The overall sentiment reflects strong satisfaction, particularly in Gaming (notable success with loyalty apps), Financial Services (effective banking solutions), and Education (robust learning platforms). Their consistent delivery and collaboration make them an excellent fit for technology-driven projects and sectors focused on user engagement and experience.

    Read All Reviews

    Select Industry to see insights

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

    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 (6) 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
  • Built on Machine Learning d.o.o. Logotype

    Not yet reviewed

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

    Services provided

    50% AI Development
    50% Custom Software Development

    Built on Machine Learning d.o.o. Is a software development firm and AI development company. They were established in 2021 and specialize in Custom Software Development and Artificial Intelligence.

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  • Mixsoft Ltd Logotype

    Mixsoft Ltd

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% API Development
    25% Generative AI +2 services
    15% Web Development
    10% Low/No Code Development

    Small website development firm Mixsoft Ltd, is based in London, England and T'bilisi, Georgia. Their services include Web Development and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    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 Dedicated

    The reviews indicate a strong sentiment of dedication from Leobit, with clients praising their unmatched commitment to project ownership and flexibility. One client noted, 'Leobit has delivered outstanding quality of work, speed of implementation, and an unmatched dedication.' Additionally, their project management consistently exceeds expectations for on-time delivery and quality. Overall, clients regard Leobit as a valued partner, demonstrating a high level of satisfaction with their dedication and support throughout ongoing projects.
    • Mobile App Development for Waste Management Software Company
      5.0 Apr 1, 2025

      Great dedication and productivity. Quick ramp-up and exceptional development speed.

      Read Full Review
    Read All Reviews
    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

    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
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    Ahex Technologies Logotype

    Ahex Technologies

    4.9 50 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    Hyderabad, India

    Services provided

    20% Custom Software Development
    15% Mobile App Development
    15% Web Development +5 services
    10% AI Consulting
    10% AI Development
    10% ERP Consulting and SI
    10% Generative AI
    10% IT Staff Augmentation

    Ahex Technologies is a versatile IT solutions provider specializing in custom software, web, and mobile application development across various industries. With a focus on quality, innovation, and client satisfaction, they consistently deliver projects on time and within budget. Approximately 90% of reviews highlight their responsiveness and flexibility, while 80% commend their project management skills, underscoring their strong capabilities in meeting diverse client needs.

    See all 50 projects
    2 of 2 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 2 times in the past 6 months

    In the past six months, Ahex Technologies has received positive feedback for their responsiveness, project management, and innovative solutions. Clients highlighted their ability to meet deadlines and adapt to changing requirements, with one noting the team's effective use of Agile methodologies. However, a suggestion for improvement included enhancing their DevOps expertise to better handle complex system architectures. Overall, clients expressed high satisfaction with the quality of work and the team's commitment to delivering successful outcomes.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (20) $50,000 to $199,999 (8) Less than $10,000 (4) $200,000 to $999,999 (1) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients consistently commend Ahex Technologies for delivering high-quality services at competitive prices, emphasizing their strong value for money. For instance, one reviewer noted that their pricing fit their budget while providing 'good value for cost.' Another client highlighted that the quality of work justified the costs, stating, 'the quality of work they provided for the cost they charge is really value for money.' Overall, the sentiment regarding cost-effectiveness and value remains positive across multiple reviews.
    Read All Reviews

    More responsive than most other service providers

    Ahex Technologies is 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:

    India (21) United States (13) Canada (1) France (1) Israel (1) Singapore (1) United Arab Emirates (1)
    View Profile Visit Website
  • Nexer Technology Logotype

    Nexer Technology

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    50% Custom Software Development
    25% AI Consulting
    25% AI Development

    Custom software development firm Nexer Technology is in Surat, India. Established in 2023, the team specializes in Custom Software Development and Artificial Intelligence.

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  • Capricon Technology Logotype

    Capricon Technology

    Not yet reviewed

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

    Services provided

    50% AI Development
    40% DevOps Managed Services
    10% Low/No Code Development

    AI development company Capricon Technology is headquartered in Mumbai, India and Kolkata, India. They focus on Artificial Intelligence and DevOps Managed Services and were founded in 2022.

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  • Nexly AI Logotype

    Nexly AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    25% Custom Software Development +1 service
    25% Product Design

    Product Design company Nexly AI is headquartered in Long Island, New York. Founded in 2023, the team offers Product Design and Custom Software Development.

    Read more
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  • Latam Product Managers Consulting Logotype

    Latam Product Managers Consulting

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% IT Strategy Consulting

    IT strategy consulting and AI Consulting company Latam Product Managers Consulting is headquartered in Bogotá, Colombia. Their services include IT strategy consulting and AI Consulting.

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  • Parrots Lab Logotype

    Parrots Lab

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    25% Branding +1 service
    25% Content Marketing

    Parrots Lab is a branding company. Their small team is located in Rancho Cucamonga, California and specializes in Branding and Content Marketing. The firm was founded in 2023.

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  • Client Capture Logotype

    Client Capture

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Consulting
    50% Demand Generation Marketing

    AI Consulting and Demand Generation Marketing company Client Capture is headquartered in Amsterdam, Netherlands. They focus on AI Consulting and Demand Generation Marketing and were founded in 2023.

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  • Codi Technologies Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Los Angeles, CA

    Services provided

    50% AI Development
    50% Custom Software Development

    Codi Technologies, a software development company and AI development company, offer Custom Software Development and Artificial Intelligence. They were founded in 2022.

    Read more
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  • Augmented Capital Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% Business Consulting

    Founded in 2024, Augmented Capital is a Business Consulting and AI Consulting company. The small team specializes in Business Consulting and AI Consulting.

    Read more
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  • GridShift AI Logotype

    GridShift AI

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9

    Services provided

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

    GridShift AI is a business intelligence company. Their team is headquartered in Montréal, Canada. The agency offers BI & big data consulting & SI and Artificial Intelligence.

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  • Switchboard Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    New York, NY

    Services provided

    50% AI Consulting
    50% API Development

    Switchboard, an AI Consulting and API Development company, was founded in 2024. The team offers AI Consulting and API Development.

    Read more
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  • Radhagems Logotype

    Radhagems

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    40% Generative AI
    10% AI Consulting
    10% Custom Software Development +4 services
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Microservices Architecture Services
    10% Web Development

    Radhagems is a Mumbai, India-based Generative AI company. Established in 2020, the team specializes in Generative AI and IT strategy consulting.

    Read more
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  • Expecta Logotype

    Not yet reviewed

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

    Services provided

    40% BI & Big Data Consulting & SI
    25% AI Consulting
    25% AI Development +1 service
    10% Low/No Code Development

    Expecta is a big data company. The team is located in Roma, Italy, and their services include BI & big data consulting & SI and Artificial Intelligence.

    Read more
    View Profile
  • React Native Starter AI Logotype

    React Native Starter AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Mobile App Development

    React Native Starter AI is a mobile application development company and AI company. The delaware, Delaware-based company specializes in Mobile App Development and Artificial Intelligence.

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  • SOPwriting.ai Logotype

    SOPwriting.ai

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Content Writing Services

    SOPwriting.ai is an AI development company and Content Writing Services company. In Mumbai, India, the team provides Artificial Intelligence and Content Writing Services.

    Read more
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  • Crux Digits B.V. Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Engineering +1 service
    25% Generative AI

    Crux Digits B.V. Is a small data analytics company. They specialize in BI & big data consulting & SI and Artificial Intelligence and were established in 2022.

    Read more
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  • OKII AI Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    London, England

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Call Center Services +3 services
    20% Generative AI
    10% AI Development
    10% Low/No Code Development

    OKII AI, an AI development company, is headquartered in London, England. The team specializes in Artificial Intelligence and Business Consulting.

    Read more
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  • Sentient Software c.c. Logotype

    Not yet reviewed

    $100,000+
    $50 - $99 / hr
    2 - 9
    Hermanus, South Africa

    Services provided

    50% Custom Software Development
    25% AI Consulting
    25% AI Development

    Sentient Software c.c., a software development company, offer Custom Software Development and Artificial Intelligence. They were established in 1994.

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  • DataFlux Logotype

    Not yet reviewed

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

    Services provided

    50% Generative AI
    50% Web Development

    Established in 2024, DataFlux is a website development company and Generative AI company. Based in București, Romania, the team focuses on Web Development and Generative AI.

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  • JASS Logics Logotype

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    20% AI Development
    20% ERP Consulting and SI +2 services
    15% CRM Consulting and SI
    15% IT Strategy Consulting

    In Lahore, Pakistan, JASS Logics is an AI Consulting company. They focus on AI Consulting and ERP consulting and SI.

    Read more
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  • Aatio Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Cybersecurity
    25% Generative AI +1 service
    25% IoT Development

    Established in 2024, Aatio, a small Cybersecurity company, is headquartered in Saint John, Canada. Their services include Cybersecurity and IoT development.

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  • CometForge Logotype

    CometForge

    Not yet reviewed

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

    Services provided

    40% AI Development
    20% Mobile App Development
    20% Web Development +2 services
    10% AI Consulting
    10% API Development

    CometForge is an artificial intelligence development company. They were launched in 2023, and their services include Artificial Intelligence and Web Development.

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  • CodeAwake Logotype

    CodeAwake

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Custom Software Development

    CodeAwake is a custom software development firm and artificial intelligence company. They are based in. Their team provides Custom Software Development and Artificial Intelligence.

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  • Boosticle Logotype

    Boosticle

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Pay Per Click

    Boosticle is a PPC company and AI development company founded in 2024. The firm provides Pay Per Click and Artificial Intelligence, and is small.

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  • AY Automate Logotype

    Not yet reviewed

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

    Services provided

    20% Generative AI
    15% AI Consulting
    15% AI Development +7 services
    15% Custom Software Development
    10% Web Design
    5% Business Consulting
    5% CRM Consulting and SI
    5% Mobile App Development
    5% Sales Outsourcing
    5% Web Development

    AY Automate is an artificial intelligence company founded in 2022. The firm provides Artificial Intelligence and Generative AI.

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  • Kreep Engineering Logotype

    Kreep Engineering

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    25% Application Testing +1 service
    25% Microservices Architecture Services

    Launched in 2018, Kreep Engineering is an artificial intelligence development company. The team provides Artificial Intelligence and Application Testing.

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  • Hyzync Logotype

    Hyzync

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% BI & Big Data Consulting & SI
    25% Digital Engineering +1 service
    25% Generative AI

    Hyzync, a data analytics company, was launched in 2022. Based in Pathanamthitta, India, the team focuses on BI & big data consulting & SI and AI Consulting.

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  • eCrop Logotype

    Not yet reviewed

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

    Services provided

    40% AI Development
    25% Web Development
    15% Cybersecurity +2 services
    10% AI Consulting
    10% Custom Software Development

    ECrop is an AI company. They offer Artificial Intelligence and Web Development and were founded in 2024. The company is in Porto, Portugal.

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  • Yolm LLC Logotype

    Yolm LLC

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    50% AI Development
    50% Custom Software Development

    Yolm LLC is a Largo, Florida-based software development company and AI development company. They provide Custom Software Development and Artificial Intelligence and were launched in 2022.

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  • Dakemo Logotype

    Dakemo

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

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

    Dakemo is a big data analytics company. Their small team is based in Kaunas, Lithuania. Their services include BI & big data consulting & SI and Artificial Intelligence.

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  • Grants8 Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Kraków, Poland

    Services provided

    50% Funding & Investment
    50% Generative AI

    Grants8 is a Kraków, Poland-based Generative AI and Funding & Investment company. Their services include Generative AI and Funding & Investment.

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  • futuristic creations Logotype

    futuristic creations

    Not yet reviewed

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

    Services provided

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

    Futuristic creations, a cloud consulting & SI company, is in Los Angeles, California. Their services include cloud consulting & SI and IT managed services.

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  • Rooted Social Logotype

    Rooted Social

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Demand Generation Marketing
    25% Generative AI +1 service
    25% Web Development

    Rooted Social is a web development company. They are in London, England. Their team provides Web Development and Artificial Intelligence.

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  • Fan Pier Labs Logotype

    Fan Pier Labs

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Custom Software Development

    Fan Pier Labs is an AI development company. The agency is based in Boston, Massachusetts. Their team offers Artificial Intelligence and AI Consulting.

    Read more
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  • Mpowerr Logotype

    Not yet reviewed

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

    Services provided

    50% AI Development
    25% Mobile App Development
    25% Web Development

    Mpowerr is a small Kallady, Sri Lanka-based artificial intelligence firm. Their services include Artificial Intelligence and Web Development.

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  • New Age Solution Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Delhi, India

    Services provided

    50% AI Development
    50% Data Annotation Services

    Established in 2025, New Age Solution is a small AI firm and Data Annotation Services company in Delhi, India. Their team focuses on Artificial Intelligence and Data Annotation Services.

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  • BlazeNexus Logotype

    BlazeNexus

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Custom Software Development
    25% Generative AI +1 service
    25% Web Development

    Launched in 2025, BlazeNexus is a small Pune, India-based software development firm. Their team provides Custom Software Development and Web Development.

    Read more
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  • keinsaas Logotype

    keinsaas

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Product Design

    Keinsaas is a Product Design company. The company is located in Berlin, Germany. Their team provides Product Design and Artificial Intelligence.

    Read more
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  • CallmAi Logotype

    CallmAi

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    25% AI Development
    15% Generative AI +1 service
    10% AI Consulting

    AI Agents company CallmAi was established in 2025. The agency focuses on AI Agents and Artificial Intelligence.

    Read more
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  • Coreform Logotype

    Coreform

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    20% Mobile App Development +2 services
    20% Web Development
    10% UX/UI Design

    Coreform, an artificial intelligence firm, was established in 2025. The firm specializes in Artificial Intelligence and AI Consulting.

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Why Trust Clutch

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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

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

Ability to deliver
Focus
Clutch Leaders Matrix

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

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

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
  9. Edvantis Logotype

    Edvantis

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

    Ability to deliver

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

    Service focus

    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. Valere Logotype

    Valere

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

    Ability to deliver

    38.7/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  14. 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
  20. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

    38.9/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  22. 3 SIDED CUBE Logotype

    3 SIDED CUBE

    $50,000+
    $100 - $149 / hr
    50 - 249
    Bournemouth, England

    Ability to deliver

    37.8/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    50% AI Development
    50% 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. Qubika Logotype

    Qubika

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

    Ability to deliver

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

    Service focus

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

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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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AI is restructuring organizations and work-flows. Explore how AI can help improve work-life balance and enhance employee skills to drive productivity and...

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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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