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Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, United Kingdom, or Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: December 25, 2025
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15 Leaders 15 Contenders

17,866 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 Personable

    Clients have praised the company's personable approach, highlighting their ease of communication and reliability. One client noted, 'It felt as if we had known their team for years because of how personable they were.' The project management was described as straightforward and transparent, with regular updates and a dedicated point of contact. Overall, the sentiment reflects a strong appreciation for the team's ability to build rapport and adapt to client needs.
    • Web Dev & Database Management for Data Analytics Company
      5.0 Jul 7, 2022

      The project manager is very personable, and they take the time to understand my business needs and technical needs. Moreover, the team delivers on time and within budget. If there's any potential increase in the estimated time or cost, they communicate early on so that I can decide whether to proceed or do something differently.

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    • Custom Software Dev for Software & AI Design Company
      4.5 May 9, 2022

      Their lead time, flexibility, and personal touch are impressive. I know that our Delivery Manager has really got to know our business and knows exactly the sort of candidate we need.

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    • Mobile App Dev for On-Demand Car Washing Service
      5.0 Sep 6, 2019

      Beyond their reasonable price structure and technical knowledge, their team is reliable and productive. It’s easy to communicate with them. Furthermore, they approach the project with a high level of integrity. It felt as if we had known their team for years because of how personable they were.

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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently praise Simform for their cost-effectiveness and overall value, highlighting that their pricing aligns well with the quality of work delivered. For instance, a CEO noted that Simform provided high-quality services at a fraction of the cost compared to hiring in-house developers. Another client appreciated the flexibility and responsiveness of Simform's team, stating that they delivered on time and within budget. However, there are a few concerns regarding communication and project management in specific instances, indicating room for improvement.
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    United States (48) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    Innowise Logotype

    Innowise

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

    Services provided

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

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

    See all 72 projects

    Reviews mention Personable

    The feedback highlights Innowise Group's personable approach, noting their 'terrific interpersonal skills' and attentiveness to client needs. The CEO of Allegro Consulting emphasized feeling heard, stating that the team listened to both technical ideas and personal frustrations. Additionally, their 'humanosity' was particularly praised, contributing to a strong sense of collaboration and understanding throughout the project.
    • iOS Mobile App Development for Music Software Company
      5.0 Apr 25, 2023

      The project management is exceptional. They are very attentive to all the technical details and combine that with terrific interpersonal skills. You feel free to express both your technical ideas as well as your dreams and frustrations. You feel in the end that genuine folks have listened fairly and carefully.

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

    Reviewed 1 time in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

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

    BlueLabel

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

    Services provided

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

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

    See all 67 projects

    Reviews mention Great project management

    Clients consistently praised BlueLabel for their exceptional project management capabilities, highlighting their ability to meet deadlines and stay within budget. One client noted, "BlueLabel's project management is excellent; they meet deadlines and stay on budget," while another remarked on their responsiveness and organizational skills, stating, "The project manager was excellent, communicative, and very proactive." Overall, feedback reflects a strong sentiment of satisfaction regarding project management, emphasizing effective communication and structured progress throughout engagements.
    • App Refactoring & Features Dev for Navigation App Company
      5.0 Sep 13, 2024

      Our project was self-managed and we simply treated their lead Android developer as a team member. This was a highly collaborative experience where Blue Label's developer was able to make significant contributions to our app for the duration of the contract. Outside of just accomplishing coding tasks, their developer brought deep Android and Android project management knowledge to our small team.

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    • Frontend App Development for Bubble Tea Chain
      4.5 Apr 11, 2023

      Blue Label Labs was effective in our project management and delivered items on time. They were also responsive to our needs on Slack. Effective project management is essential for the success of any project and involves clear communication, defined goals and timelines, frequent status updates, and prompt issue resolution.

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    • Mobile App Development for Chemical Manufacturing Company
      5.0 Mar 30, 2023

      BlueLabel has been outstanding with project management. They deliver on time, stay within budget, and incorporate our feedback. Regarding tools, we use Microsoft Teams for daily stand-ups, weekly sessions with the project group, biweekly calls with their leadership teams, and quarterly feedback sessions.

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    • MVP Design & Dev for E-Commerce Company
      4.0 Mar 27, 2023

      The project manager on the project was excellent, communicative, and very proactive. Maggie demonstrated strong project management skills and really understood our vision for the product. She was responsive, always in touch, and an A+ performer.

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    • Mobile App Dev for Nonprofit
      5.0 Sep 1, 2022

      Project management is a strength for Blue Label Labs. Our meeting cadence has been dictated by project phases, but we typically meet with them 2–3 times per week, and they have an internal appointment to move the project forward. They’ve done a great job keeping tasks on track and managing the project efficiently.

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

    Reviewed 2 times in the past 6 months

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Craft Duka

    Not yet reviewed

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

    Services provided

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

    Craft Duka is a Digital Strategy company. Their small team is in Nairobi, Kenya and provides Digital Strategy and Custom Software Development. The company was founded in 2023.

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  • MyAibo Logotype

    MyAibo

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Custom Software Development
    20% Web Development

    MyAibo is a software development firm headquartered in Bengaluru, India. Their services include Custom Software Development and Web Development.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

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

    Services provided

    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

    Reviews mention High-quality work

    Clients consistently commend Azumo for their high-quality work and responsiveness. For instance, the Managing Director of Franklin Park highlighted their commitment to quality, stating Azumo 'puts a premium on quality' and was impressed by their ability to migrate systems with minimal disruption. Similarly, the CEO of Stovell AI Systems emphasized their 'dependable quality of execution' and excellent communication. Overall, feedback reflects strong satisfaction with Azumo's performance and professionalism across various projects.
    • Migration & DevOps Managed Svcs for Financial Services Co
      5.0 Jun 12, 2024

      Azumo puts a premium on quality led by JP, Chike and Mariana. They value honest communication and they care about their client's products.

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    • Custom Software Dev & DevOps for Sales & Mktg Software Co
      5.0 Mar 26, 2024

      High quality of services across a wide range of functions: development, devops, design, QA, project management. Azumo has a track record of delivering on time and achieving results.

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    • UI Migration for Healthcare Company
      5.0 Dec 26, 2023

      Azumo did a great job.

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    • MVP Dev & UI/UX Design for Real-Time Events Application
      5.0 Feb 15, 2022

      They did a phenomenal job of giving us that pipeline on top of developing our mobile apps. They went above and beyond and even uploaded the mockups to Anima on behalf of our team, which they didn’t have to do. The most impressive part of their service was the end result. They were able to produce a high-fidelity mockup that anyone, especially investors, could play around with in order to better understand our application.

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    • Alexa Skill Development for Episcopal Seminary
      5.0 Mar 13, 2019

      Their work was incredible. The Skill launched six days ago. Already an average of 21 people a day are praying with Alexa using our Skill.

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

    Reviewed 1 time in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

    More responsive than most other service providers

    Azumo is very responsive

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

    TELUS Digital

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Unique expertise

    Overall sentiment regarding WillowTree's unique expertise is highly positive. Clients consistently highlight their multidisciplinary team, which includes experts in design, development, and quality assurance, as a key strength. One client noted their ability to effectively adapt designs for different platforms, while another praised their commitment to delivering value beyond financial arrangements. Clients appreciated the knowledge transfer regarding mobile technologies and their willingness to accommodate client needs, indicating a strong alignment with project goals.
    • Android/iOS Development for Online Marketplace
      4.5 Mar 3, 2017

      WillowTree brought together a multidisciplinary team of designers, technicians, and quality assurance specialists, covering the whole gambit of how the app needed to be designed, developed, and tested across devices and platforms, in order to be successfully implemented. WillowTree brings together highly competent individuals which are experts in their field and can share their knowledge. They've taught us a lot about how things work in the Android and iOS spaces, which are different than what we're used to.

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    • Development of Customer-Facing Website for Nonprofit
      5.0 Feb 17, 2017

      WillowTree's members are experts at what they do and have a deliberate approach to high-quality customer service. It's big for a non-profit to go from having a paper-centric environment where everything was being done in person, to leveraging technology and allowing a virtual relationship with the customer. That has been a breakthrough for our network of groups, and it's what will set the stage for significant growth.

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    • Field Service Native Mobile Apps
      5.0 Feb 5, 2013

      Their willingness to commit to a scope of work at the beginning of a project, and live with that, is and has been the stamp of their expertise. They know what it’s going to take. Even if they’re off on that, they still stand by what they laid out for you because they’re not looking at their first project being the only project that they do.

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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

    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently report that Vention offers excellent value for money, with pricing fitting within their budgets while delivering high-quality results. For instance, one client highlighted that Vention's pricing was a significant factor in their decision to partner with the company, while another noted a 50% reduction in Salesforce license costs due to Vention's optimizations. Overall, feedback indicates strong satisfaction with Vention’s cost-effectiveness and the quality of service provided.
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    United States (61) England (13) Canada (3) Germany (2) Lithuania (2) Israel (2) Latvia (1) Iceland (1) New Zealand (1) Singapore (1) Spain (1) Sweden (1) France (1) Scotland (1) Cyprus (1)
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  • Lakestone.ai Logotype

    Lakestone.ai

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% IT Staff Augmentation
    20% IT Strategy Consulting

    Lakestone.ai, an IT strategy consulting company, was launched in 2025. The team focuses on IT strategy consulting and IT staff augmentation.

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  • Codexpert Logotype

    Codexpert

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% Custom Software Development +2 services
    20% Generative AI
    20% Social Media Marketing

    Social media marketing company Codexpert was launched in 2025. The team focuses on Social Media Marketing and Custom Software Development.

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  • Vecnosys Logotype

    Vecnosys

    Not yet reviewed

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

    Services provided

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

    Vecnosys is a software development company. Based in Surat, India, their small team specializes in Custom Software Development and Web Development. The company was founded in 2025.

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  • Tech Assistant Logotype

    Tech Assistant

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    20% API Development +2 services
    20% DevOps Managed Services
    20% Generative AI

    Tech Assistant is an artificial intelligence company established in 2024. The company focuses on Artificial Intelligence and Generative AI, and is small.

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  • Intellcolabs Logotype

    Intellcolabs

    Not yet reviewed

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

    Services provided

    60% AI Agents
    20% AI Consulting
    20% AI Development

    Intellcolabs is a Karachi, Pakistan-based AI Agents company. Launched in 2025, the team specializes in AI Agents and Artificial Intelligence.

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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 Accessible

    The overall sentiment regarding accessibility in Qubika's reviews is highly positive. Clients noted that the team maintained constant communication through platforms like Slack and Zoom, ensuring project transparency. One client emphasized their availability and willingness to engage in discussions about product improvements, describing the team as an extension of their own. The consistent presence of Qubika's management further contributed to a collaborative atmosphere, making them approachable and responsive to client needs.
    • Frontend Dev for Tech Consulting Firm
      5.0 Nov 26, 2019

      Moove It was able to communicate constantly through Slack or Zoom. We had a strong project management scrum team. They were always in full attendance at scheduled meetings and were supportive. We had a design review with the UX team that Moove It was always available for. Their lead was able to answer questions, follow up, and available so that we could dig deeper into the project.

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

      December Labs was flexible in being willing to use Slack and Trello as we requested. We found those methods to be the best way to communicate and track their progress without bothering their developers too much. We also have weekly meetings. Additionally, their team has made an effort to visit with us in person, either in California or in Houston. Their management team has been very present and available.

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    • Mobile App Dev for Breast Cancer Detection Startup
      5.0 Aug 9, 2018

      They take ownership of the product and are a part of the team. They are available at all hours and their level of commitment and engagement is very high. They understand our philosophy and are willing to argue their points and make improvements. They operate as an extension of our startup.

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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Qubika is very responsive

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    LANARS has received positive feedback regarding their receptiveness to client needs and feedback. One client highlighted their impressive ability to accommodate changing requirements seamlessly and noted, "I’ve been impressed by their ability to receive feedback and make changes as needed." The overall sentiment reflects satisfaction with LANARS's collaborative approach, with ongoing support enhancing the client relationship, despite minor challenges such as time zone differences.
    • Mobile App Development for IT Company
      5.0 Apr 3, 2019

      As development progressed, many requirements and needs changed. LANARS accommodated all of these changes seamlessly. They are an engaging partner; depending on the need, we meet weekly or monthly. I’ve been impressed by their ability to receive feedback and make changes as needed.

      Read Full Review
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    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

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

    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
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  • QuantumFintech Logotype

    QuantumFintech

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Custom Software Development
    20% Generative AI

    QuantumFintech, a big data analytics company, was launched in 2025. The team offers BI & big data consulting & SI and Custom Software Development.

    Read more
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  • Why Axis Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Moka, Mauritius

    Services provided

    20% AI Consulting
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Business Consulting
    20% Corporate Training & Coaching

    Why Axis is a small business intelligence company located in Moka, Mauritius. The team offers BI & big data consulting & SI and Artificial Intelligence.

    Read more
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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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Information technology Education Research Software

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Krazimo is very responsive

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

    View projects from:

    United States (3) Canada (1) India (1) Latvia (1) Singapore (1)
    View Profile Visit Website
    Imobisoft Logotype

    Imobisoft

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

    Services provided

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

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

    See all 20 projects

    Reviews mention Personable

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

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

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

    Reviewed 2 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Clients consistently highlight Tallium's extensive knowledge and expertise in project development. One client noted their impressive understanding of design and development, stating, 'Tallium has shown us that they really know their stuff.' Another emphasized their thorough feedback and professional approach, indicating that Tallium's team provided valuable recommendations and insights throughout the project. Overall, the sentiment is overwhelmingly positive, reflecting confidence in Tallium's capabilities and their effective communication throughout the engagement.
    • Updated Web Design for Design Contest Company
      5.0 Mar 3, 2020

      The knowledge, the ability to understand what we need and want. Plus the constant contact and updates. We were never in the dark about the development.

      Read Full Review
    • App Development for Business Consulting Company
      5.0 Jun 10, 2019

      Tallium always supports me and offer multiple options to choose from. Rather than taking a stance, they leave it up to the client and provide all the knowledge you need to make the right decision.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently highlight Tallium Inc.'s value for money, noting their competitive pricing and high-quality deliverables. One client remarked on their 'good value for cost,' while another appreciated that their pricing 'fit our budget.' Overall sentiment indicates that clients feel they receive exceptional service and expertise relative to the investment made, reinforcing Tallium's reputation as a cost-effective partner for complex projects.
    Read All Reviews

    More responsive than most other service providers

    Tallium Inc. is very responsive

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

    View projects from:

    United States (7) Ukraine (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
  • Abotly Ltd Logotype

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% API Development
    20% CRM Consulting and SI

    CRM consulting and SI company Abotly Ltd is in London, England. The team offers CRM consulting and SI and Artificial Intelligence.

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  • Arahi AI LLC Logotype

    Arahi AI LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    60% AI Agents
    30% AI Development
    10% AI Consulting

    AI Agents company Arahi AI LLC is in Briarwood, New York. Their services include AI Agents 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
    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

    View projects from:

    United States (22) Norway (5) Switzerland (4) England (3) Germany (3) Estonia (2) Sweden (2) Netherlands (1) Poland (1) Singapore (1) Belgium (1) Luxembourg (1) Ukraine (1) Hong Kong (1) Denmark (1)
    View Profile Visit Website
    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

    Reviews mention Results-oriented

    Clients have expressed a strong sentiment towards Ahex Technologies as results-oriented, highlighting their ability to understand existing systems and deliver high-quality code. One client noted that Ahex successfully built an API-based service that improved mobile bandwidth usage, demonstrating effective problem-solving. Additionally, the consistent delivery of project milestones and high-quality outputs were praised, with no significant areas for improvement identified, indicating overall client satisfaction with the results achieved.
    • IT Staff Aug for Solar Energy Solutions Co
      5.0 Feb 9, 2024

      Ahex Technologies has successfully understood our existing systems and come up with the designs and functionality needed for this app. Although we've experienced some bugs, those have been minor and resolved on time. Ahex Technologies is great about achieving the deliverables focusing on the code quality. Everything they've done has been of high quality. I can't pinpoint an area of improvement for Ahex Technologies because they've met our internal goals that ensure the product is being delivered as needed.

      Read Full Review
    Read All Reviews
    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

    View projects from:

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

    Plus Software Group

    Not yet reviewed

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

    Services provided

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

    Plus Software Group is a cloud consulting & SI company. They specialize in cloud consulting & SI and Custom Software Development and were founded in 2023. The firm is based in Centurion, South

    Read more
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  • Convert8 Logotype

    Not yet reviewed

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

    Services provided

    60% AI Agents
    20% AI Consulting
    20% AI Development

    Convert8 is an AI Agents company. The small Singapore, Singapore-based team focuses on AI Agents and Artificial Intelligence. The agency was launched in 2025.

    Read more
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  • MindAptix Logotype

    Not yet reviewed

    $50,000+
    $25 - $49 / hr
    2 - 9
    Chandigarh, India

    Services provided

    40% AI Development
    40% Mobile App Development
    20% Custom Software Development

    Established in 2025, MindAptix, a small AI firm, is located in Chandigarh, India and Melbourne, Australia. Their services include Artificial Intelligence and Mobile App Development.

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  • Nexx AI LLC Logotype

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Business Consulting
    20% Robotics Process Automation

    Nexx AI LLC is an artificial intelligence firm founded in 2024. Their team focuses on Artificial Intelligence and AI Consulting.

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  • Craftec Systems Solution Logotype

    Craftec Systems Solution

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Application Management & Support
    20% IT Strategy Consulting

    Craftec Systems Solution is a Johor Bahru, Malaysia-based IT strategy consulting company. They provide IT strategy consulting and Artificial Intelligence and were launched in 2024.

    Read more
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  • RevStack Logotype

    RevStack

    Not yet reviewed

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

    Services provided

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

    RevStack, a Digital Strategy company, was launched in 2002. The agency specializes in Digital Strategy and IT strategy consulting, and is small.

    Read more
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  • Avarise Logotype

    Not yet reviewed

    $25,000+
    Undisclosed
    2 - 9
    Eitelborn, Germany

    Services provided

    20% AI Consulting
    20% AI Development
    20% AR/VR Development +2 services
    20% Custom Software Development
    20% IT Strategy Consulting

    Avarise is an IT strategy consulting company. They specialize in IT strategy consulting and Custom Software Development and are in Eitelborn, Germany.

    Read more
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  • iedeo Logotype

    iedeo

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Generative AI +4 services
    15% Mobile & App Marketing
    10% Custom Software Development
    10% UX/UI Design
    5% Web Development

    Iedeo is an artificial intelligence development company based in Chennai, India. Their services include Artificial Intelligence and Generative AI.

    Read more
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  • LLM Listed Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Scottsdale, AZ

    Services provided

    20% AI Consulting
    20% Content Marketing
    20% Generative AI +2 services
    20% Marketing Strategy
    20% Search Engine Optimization

    LLM Listed, a Marketing Strategy company, is located in Scottsdale, Arizona. They provide Marketing Strategy and Content Marketing and were launched in 2025.

    Read more
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  • Neuracore AI Logotype

    Neuracore AI

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Business Consulting +2 services
    20% CRM Consulting and SI
    20% Low/No Code Development

    Neuracore AI is a small CRM consulting and SI company established in 2025. Their team focuses on CRM consulting and SI and Artificial Intelligence.

    Read more
    View Profile
  • Clarity Digital Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9
    Saint Helier, Jersey

    Services provided

    20% AI Consulting
    20% Content Marketing
    20% Generative AI +2 services
    20% Marketing Strategy
    20% Social Media Marketing

    Launched in 2025, Clarity Digital is a Marketing Strategy company. The team focuses on Marketing Strategy and Social Media Marketing.

    Read more
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  • Beneficial Technology Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    20% Blockchain
    20% Digital Strategy +1 service
    20% Internet & Technology Law

    In Los Angeles, California, Beneficial Technology is a small AI Consulting company. Their services include AI Consulting and Digital Strategy.

    Read more
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  • OGC Logotype

    OGC

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% API Development
    20% Custom Software Development

    OGC is a software development firm. Their team is in Sabaneta, Colombia and offers Custom Software Development and Artificial Intelligence.

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  • Skyscale Logotype

    Not yet reviewed

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

    Services provided

    40% Generative AI
    40% Search Engine Optimization
    20% Content Marketing

    Skyscale is a SEO agency launched in 2025. Their services include Search Engine Optimization and Generative AI.

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  • RevolutionX Logotype

    RevolutionX

    Not yet reviewed

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

    Services provided

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

    Small IT strategy consulting company RevolutionX, is headquartered in Montevideo, Uruguay. The team specializes in IT strategy consulting and IT managed services.

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  • Webnium Solutions Private Limited Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Digital Strategy +2 services
    20% Social Media Marketing
    20% Web Design

    Webnium Solutions Private Limited is a Digital Strategy company. The team specializes in Digital Strategy and Social Media Marketing, and the company is headquartered in Kolkata, India.

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  • novacoreautomations Logotype

    novacoreautomations

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% CRM Consulting and SI +2 services
    20% Generative AI
    20% Web Design

    Novacoreautomations, a web design company, is based in Karachi, Pakistan. They provide Web Design and CRM consulting and SI.

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  • AutomationNex.io Logotype

    AutomationNex.io

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% CRM Consulting and SI +2 services
    20% ERP Consulting and SI
    20% Low/No Code Development

    AutomationNex.io is a CRM consulting and SI company headquartered in Poznań, Poland. They focus on CRM consulting and SI and ERP consulting and SI and were founded in 2025.

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  • Market Analyticx Logotype

    Market Analyticx

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Branding
    20% Digital Strategy +2 services
    20% Generative AI
    20% Search Engine Optimization

    Market Analyticx is a branding company located in Berlin, Germany. The team focuses on Branding and Digital Strategy.

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  • Dual Logic Logotype

    Dual Logic

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Business Consulting
    20% Corporate Training & Coaching

    Dual Logic is an artificial intelligence development company. The Washington, District of Columbia-based team specializes in Artificial Intelligence and Business Consulting.

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  • Today Automate Logotype

    Today Automate

    Not yet reviewed

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

    Services provided

    40% Robotics Process Automation
    20% AI Agents
    20% AI Consulting +1 service
    20% AI Development

    Today Automate is a Robotics Process Automation company launched in 2025. The firm offers Robotics Process Automation and Artificial Intelligence, and is small.

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  • InnovvaTek Logotype

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% Business Consulting +2 services
    20% Generative AI
    20% IT Strategy Consulting

    In Albuquerque, New Mexico and Dubai, United Arab Emirates, InnovvaTek is a small Business Consulting company. The team specializes in Business Consulting and AI Agents.

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  • Universe Force Group Logotype

    Universe Force Group

    Not yet reviewed

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

    Services provided

    40% AI Agents
    40% AI Development
    20% Mobile App Development

    Launched in 2025, Universe Force Group is an artificial intelligence development company. The team offers Artificial Intelligence and AI Agents.

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  • FlowFusion AI Logotype

    FlowFusion AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% AI Agents
    40% AI Consulting
    20% CRM Consulting and SI

    Based in Nairobi, Kenya, FlowFusion AI is an AI Consulting company. Launched in 2020, the team offers AI Consulting and AI Agents.

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  • Teknomad Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9
    Brooklyn , NY

    Services provided

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

    Located in Brooklyn , New York, Teknomad is a software development company. The team provides Custom Software Development and Web Development.

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  • ZATECHNOLOGIES Logotype

    ZATECHNOLOGIES

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Cloud Consulting & SI
    20% IT Managed Services

    ZATECHNOLOGIES is a cloud consulting & SI company. The Riyadh, Saudi Arabia-based team focuses on cloud consulting & SI and IT managed services.

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  • nAIQ Logotype

    nAIQ

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% IT Staff Augmentation +2 services
    20% Recruiting
    20% Recruitment Process Outsourcing

    NAIQ is an IT staff augmentation company established in 2024. Their services include IT staff augmentation and Artificial Intelligence.

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  • Trivionex AI solutions Logotype

    Trivionex AI solutions

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

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

    Software development company Trivionex AI solutions specializes in Custom Software Development and Web Development. They were founded in 2025.

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  • Kerniqo Solutions Logotype

    Kerniqo Solutions

    Not yet reviewed

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

    Services provided

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

    Kerniqo Solutions, an IT strategy consulting company, was established in 2025. The agency provides IT strategy consulting and Custom Software Development.

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  • Nydra Logotype

    Nydra

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% AI Development
    20% Business Consulting +2 services
    20% IT Strategy Consulting
    20% Product Design

    Nydra is a Product Design company. Founded in 2025, the team offers Product Design and IT strategy consulting.

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  • Haipe Studio Logotype

    Haipe Studio

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Generative AI +2 services
    20% IT Strategy Consulting
    20% Robotics Process Automation

    Haipe Studio is an IT strategy consulting company headquartered in Lisboa, Portugal. They specialize in IT strategy consulting and Artificial Intelligence and were founded in 2025.

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  • Divine Soft Logotype

    Divine Soft

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Application Management & Support +2 services
    20% Custom Software Development
    20% Web Development

    Divine Soft is a software development firm. Established in 2025, the team offers Custom Software Development and Web Development. The agency is located in Coopers Plains, Australia.

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  • Innew Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Generative AI +2 services
    20% Search Engine Optimization
    20% UX/UI Design

    Innew is a small SEO company launched in 2024. Their services include Search Engine Optimization and UX/UI Design.

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  • NexaIT Logotype

    Not yet reviewed

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

    Services provided

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

    NexaIT is a small Zielona Góra, Poland-based IT strategy consulting company. Their services include IT strategy consulting and cloud consulting & SI.

    Read more
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  • vectorlens.ai Logotype

    Not yet reviewed

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

    Services provided

    40% AI Agents
    40% AI Consulting
    20% Custom Software Development

    AI Consulting company vectorlens.ai was established in 2020. The firm focuses on AI Consulting and AI Agents, and is small.

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  • Martnetics Logotype

    Martnetics

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Generative AI +2 services
    20% Mobile App Development
    20% Web Development

    Martnetics is a web development company. Based in huston, Texas and Lahore, Pakistan, the company was established in 2023. Their team offers Web Development and Mobile App Development.

    Read more
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  • Reelixy Logotype

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Custom Software Development
    20% Web Development

    Reelixy is a custom software development firm. The team provides Custom Software Development and Web Development, and the agency is in Dnipro, Ukraine.

    Read more
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  • Nexif Technologies Logotype

    Not yet reviewed

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

    Services provided

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

    Nexif Technologies, a web development firm, was founded in 2024. The firm specializes in Web Development and Mobile App Development, and is small.

    Read more
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  • Glow Ai Solutions Logotype

    Glow Ai Solutions

    Not yet reviewed

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

    Services provided

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

    Glow Ai Solutions is a SEO agency. They are in Nottingham, England and have small team of experts. Their services include Search Engine Optimization and Web Design.

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

1 STX Next
2 Quytech
3 eSparkBiz
4 Neoteric
5 BlueLabel
6 tkxel
7 blackthorn.ai
8 NineTwoThree AI Studio
9 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
  19. Coherent Solutions Logotype

    Coherent Solutions

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  20. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

    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.

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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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