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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 17, 2025
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15 Leaders 15 Contenders

17,768 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 Proactive

    Clients consistently praised Simform for their proactive approach throughout engagements. Feedback highlighted their commitment to timely delivery and flexibility in addressing client needs. For instance, one client noted, "They’re proactive, easy to collaborate with, and very experienced," while another emphasized, "They consistently delivered on time, maintained clear and proactive communication." Overall, the sentiment indicates that Simform's proactive nature significantly contributed to successful project outcomes and strong client relationships.
    • Custom Software Development for Real Estate Company
      5.0 Apr 16, 2024

      They proactively monitored all deadlines and diligently ensured that their responsibilities were completed on schedule. Their eagerness to assist in areas where we lack expertise is invaluable. They readily fill any gaps in our capabilities; they have been instrumental to our present and future success.

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    • Staff Aug, Web Design & Dev for Software Development Startup
      4.5 Sep 1, 2023

      Simform’s team stays aware and involved in the project deliveries. The team stays connected, which ensures streamlined communication. Simform brings up any potential issues or delays they foresee. Simform challenges our concepts and constantly provides suggestions to improve our work, highlighting the challenges they foresee.

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

      Simform's project management was highly efficient, with all deliverables made on time. They were very responsive to our needs, with the team actively engaging through Microsoft Teams and daily online meetings for status updates. Team members also posted delay updates in the Teams channel, ensuring transparency. What impressed us most about Simform was their exceptional responsiveness and commitment to our success. They consistently delivered high-quality results on time and demonstrated a proactive approach to addressing our needs. The level of communication was outstanding, with daily updates and quick resolutions to any challenges.

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

      Simform’s project management has been excellent. They consistently delivered reasonably on time, maintained clear and proactive communication, and were quick to address any issues that arose. Their ability to adapt to our evolving needs and go the extra mile—often working weekends—demonstrated a real commitment to our goals.

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    • Backend Dev & Cloud Engineering for AI SaaS Company
      5.0 May 9, 2025

      In cases where there were delays or deviations from the plan, Simform’s team communicated proactively. On rare occasions when unexpected issues arose, their customer success team stepped in promptly to ensure timelines stayed on track and disruptions were minimized. Thanks to the strong support from Simform’s customer success team and the dedication of the engineers provided, the collaboration remained smooth and required minimal oversight from our end.

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

    Reviewed 11 times in the past 6 months

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

    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 Exceptional performance

    The client, CEO of KEYtec AG, praised Innowise Group for their exceptional performance in enhancing IT infrastructure and optimizing core banking systems. Notably, they highlighted the company's responsiveness, timely delivery, and strong quality assurance, which instilled confidence throughout the project. The client's feedback emphasized the exceptional ability of Innowise Group to adapt to specific needs while maintaining strict timelines, reflecting a customer-centric approach combined with effective project management.
    • IT Infrastructure Enhancement for B2B Payment Solutions Co
      5.0 Aug 10, 2023

      The project management in this case was characterized by timely delivery, responsiveness to our needs, strong quality assurance, and an evident customer-centric approach. Their proactive and transparent manner instilled confidence and contributed to a well-executed project that met all our expectations. Everything was well-coordinated, and the positive outcome reflects their professionalism and capability.

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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 Attentive

    Clients have consistently praised Blue Label Labs for their attentiveness to needs and concerns throughout project development. One client noted the project management team's effective feedback and responsiveness, highlighting their commitment to understanding industry nuances. This attentiveness has been a key factor in fostering a collaborative working relationship, although some clients expressed a desire for quicker project completion.
    • Game Development for Nonprofit Organization
      5.0 May 18, 2022

      The PM team has provided good feedback and they have been attentive to our needs and concerns. Their ability to understand the nuance of our industry and try to expand and develop the world to as real of a situation as possible.

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    • Mobile App Dev for Social Media Influencer Platform
      4.0 Jan 11, 2018

      Their business development side is great. When I needed help, Zack was always there, and Bobby was attentive during the whole project. Stewart [Business Development, Blue Label Labs] provided all the tools and connections I needed to get the best app possible.

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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Rogers, AR

    Services provided

    40% Mobile App Development
    40% Web Development
    20% AI Development

    Ozark Apps, a web development company, was launched in 2022. The team specializes in Web Development and Mobile App Development.

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  • Intellivizz Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Dover, DE

    Services provided

    20% AI Development
    10% Content Marketing
    10% E-Commerce Development +6 services
    10% Email Marketing
    10% IT Managed Services
    10% Mobile App Development
    10% Robotics Process Automation
    10% Search Engine Optimization
    10% Web Design

    Launched in 2018, Intellivizz is a small Dover, Delaware-based artificial intelligence development company. Their services include Artificial Intelligence and Content Marketing.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

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

    Services provided

    40% AI Development
    30% Custom Software Development
    15% BI & Big Data Consulting & SI +1 service
    15% Mobile App Development

    Azumo is a versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.

    See all 21 projects

    Reviews mention Exceptional performance

    The feedback from clients highlights Azumo's exceptional performance in software modernization and development. One CEO noted their ability to quickly address critical issues, stating that the solution provided was stable, scalable, and allowed them to focus on their core business. Clients praised Azumo for their personable, efficient, and knowledgeable approach, emphasizing their customer-oriented service and expertise in technology architecture, with no suggestions for improvement provided.
    • 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. Azumo not only understood what we wanted, but they did it for a small fraction of the cost.

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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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently highlight Azumo's competitive pricing and strong value for money. For example, the Director of nlx.ai noted that Azumo's pricing fit their budget while exceeding expectations regarding quality and speed. Similarly, a CEO emphasized Azumo's good value for cost, stating they delivered significant improvements within financial constraints. Overall, clients express satisfaction with the balance between cost and the high-quality services provided, reinforcing Azumo's reputation as a cost-effective partner.
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    United States (17) Canada (2) Mexico (1)
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    TELUS Digital Logotype

    TELUS Digital

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Exceptional performance

    Clients consistently commend TELUS International for their exceptional performance, particularly highlighting their robust healthcare billing platform that has significantly reduced payment processing times from three months to two weeks. They are praised for their collaborative project management approach and commitment to adapting to industry standards, ensuring security and functionality. One client emphasized their willingness to prioritize value over profit, demonstrating a commendable dedication to meeting client needs. Overall, sentiment reflects high satisfaction with TELUS International's capabilities and support.
    • Custom Development for Healthcare Billing Platform
      5.0 Aug 20, 2020

      What sets them apart is the balance of both value of the functionalities they’ve brought on board together with their ability to connect and build a platform that was scalable to adapt to the e-health landscape. The system adapts to new EMR standards because of the portability of the data that’s being produced. They’ve also maintained security protocols that have prevented successful penetration attacks or hacks of any personal health information.

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

      We've set up each of our non-profits on Google Analytics, allowing them to see their traffic. One of the things which came out as a result of us working with WillowTree is a significant increase of about 70% in the number of new leads coming into the organization. This is a result of the technology built by WillowTree. 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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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Vention

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

    Services provided

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

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

    See all 98 projects

    Reviews mention Experienced

    The sentiment regarding Vention's experience is overwhelmingly positive, with clients praising the high quality and expertise of their team. One client noted their 'excellent' team experience and responsiveness to project changes. Another highlighted their ability to deliver high-quality work consistently and on time. The feedback indicates that Vention's experienced engineers not only meet client needs but often exceed expectations, fostering successful long-term partnerships without any reported areas for improvement.
    • Platform, Web App & Mobile App Dev for Software Company
      5.0 Aug 20, 2024

      The quality and experience of the team is excellent. They have resources to meet all of our needs. Very high quality work always delivered on time.

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    • API & Custom Software Dev for Insurance Technology Co
      5.0 May 28, 2024

      They always respond fast to our continuously changing necessities and always provide experienced engineers. Their engineers are always highly skilled, motivated, and engaged.

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    • Custom API MVP Development for Scam Detection Software Co
      5.0 May 6, 2024

      Vention had a great team with a lot of experience. Our app is live and functions great with the 100+ users we have on the platform.

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    • Web & Software Development for Online Real Estate Portal
      5.0 Dec 13, 2021

      Compared to other companies I’ve worked with, iTechArt Group’s developers are more experienced and passionate about their work. There are a lot of teammates who make the extra effort and work past contracted hours to deliver for us.

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    • Custom Web Dev for Call Tracking Software Startup
      5.0 Mar 24, 2020

      Their training and experience was great. Using their network, they were able to find someone who knew Java and could work in Clojure.

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

    Reviewed 3 times in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

    View projects from:

    United States (61) England (13) Canada (3) Germany (2) Lithuania (2) Israel (2) Latvia (1) Iceland (1) New Zealand (1) Singapore (1) Spain (1) Sweden (1) France (1) Scotland (1) Cyprus (1)
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  • NRGXP Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Rochester, NY

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Engineering +2 services
    20% Robotics Process Automation
    20% UX/UI Design

    NRGXP, a custom software development company, was established in 2014. The team provides Custom Software Development and Artificial Intelligence.

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  • Scandy, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    New Orleans, LA

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Document Digitization & Management +2 services
    20% Mobile App Development
    20% Video Production

    Scandy, Inc. Is a video production agency. The New Orleans, Louisiana-based company was founded in 2014. Their services include Video Production and Mobile App Development.

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  • TechNeeqs LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Dallas, TX

    Services provided

    20% AI Development
    20% Application Testing
    20% Mobile App Development +4 services
    10% API Development
    10% AR/VR Development
    10% Custom Software Development
    10% IoT Development

    Custom software development firm TechNeeqs LLC was founded in 2010. The team provides Custom Software Development and Mobile App Development.

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  • Boost Digital Marketing Agency Logotype

    Boost Digital Marketing Agency

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Pay Per Click
    20% Search Engine Optimization +3 services
    20% Web Design
    10% Email Marketing
    10% Social Media Marketing

    Boost Digital Marketing Agency, a SEO services firm, focuses on Search Engine Optimization and Pay Per Click. The company is headquartered in Seattle, Washington.

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  • Syntage Tech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Mt. Juliet, TN

    Services provided

    25% IT Strategy Consulting
    20% AI Development
    15% Blockchain +3 services
    15% Cloud Consulting & SI
    15% IoT Development
    10% Enterprise App Modernization

    Syntage Tech is an IT strategy consulting company. Their small team is based in Mt. Juliet, Tennessee. Their team offers IT strategy consulting 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
    1 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    In the last six months, client feedback for Qubika has been overwhelmingly positive, highlighting their technical expertise and responsiveness. One client praised Qubika for building a scalable data warehouse on Databricks, significantly enhancing report generation efficiency. Another noted their ability to rapidly improve app quality and feature sets. Both reviews emphasized the professionalism and collaborative nature of Qubika's team, with no significant areas for improvement identified. Overall, Qubika is viewed as a reliable partner capable of meeting diverse project needs.
    Read 2 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    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.
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    View projects from:

    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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    Growexx Logotype

    Growexx

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

    Services provided

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

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

    See all 17 projects
    2 of 2 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 2 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Phaedra Solutions

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

    Services provided

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

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

    See all 24 projects

    Reviews mention Puts the customer first

    Phaedra Solutions demonstrates a strong customer-first approach, as highlighted by a CEO's feedback emphasizing the dedicated project manager who genuinely cared about the project. The team actively listened and crafted a comprehensive plan tailored to the client's unique needs, showcasing their commitment to understanding and delivering on client expectations. The client expressed satisfaction with the ongoing communication and progress monitoring, ultimately leading to an enterprise-level project delivered within 10 months, exceeding expectations.
    • Custom Software Dev for Online Marketing Agency
      5.0 Oct 11, 2021

      This is one of the things I really liked about them. They assigned a dedicated PM. We met every morning to discuss upcoming and completed work. We used an ongoing progress board(Click-up) so I could look on my own, to monitor progress. This was something no other developer had done. Their commitment, the P.M. really seemed to care. I am not technical and I encouraged my PM to make suggestions and to help steer me clear of potential pitfalls. He did that and more. They really understood and identified with the project. Their efforts were invaluable.

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    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    View projects from:

    United States (9) United Arab Emirates (3) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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  • Baer's Crest Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Vancouver, Canada

    Services provided

    40% Back Office Outsourcing
    20% AI Development
    20% Blockchain Marketing +1 service
    20% Insurance Services & Brokers

    Back Office Outsourcing company Baer's Crest is located in Vancouver, Canada. They offer Back Office Outsourcing and Artificial Intelligence and were founded in 2020.

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  • Lymak5 Logotype

    Lymak5

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% Data Annotation Services
    20% AI Development

    Lymak5 is a Data Annotation Services company. Founded in 2022, the agency specializes in Data Annotation Services and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    LANARS Logotype

    LANARS

    5.0 13 reviews
    $25,000+
    $50 - $99 / hr
    50 - 249
    Fornebu, Norway

    Services provided

    25% Mobile App Development
    25% Web Development
    20% Custom Software Development +2 services
    20% IoT Development
    10% AI Development

    LANARS is a versatile software development company specializing in mobile app and web development, focusing on Cloud integration and backend solutions. Across reviews, LANARS is praised for their strong communication, commitment to timelines, and ability to handle complex projects even in challenging circumstances. Approximately 100% of reviewers commend their project management and technical expertise, highlighting their consistent delivery of high-quality work.

    See all 13 projects

    Reviews mention Professional

    Clients commend LANARS for their professionalism and reliability, highlighting their commitment to project success and quality of work. One client noted their 'pragmatic approach' and praised their 'flexible and positive' attitude, stating, 'They always deliver and do what they say.' The trust developed over time is a recurring theme, with clients appreciating their ability to manage specifications and responsibilities effectively. Overall, the sentiment reflects a strong endorsement of LANARS as a professional and dependable partner.
    • Platform Dev for Intercom Company
      5.0 Dec 12, 2019

      They have a pragmatic approach to it. They’ve really helped us from mapping out the specifications through the end. They’re not just consultants; they take responsibility and pride in our project. We showed customers how the projects worked and they enjoy them.

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    • Platform Dev for Intercom Company
      5.0 Dec 12, 2019

      They’re very flexible and positive in their approach. Everything we throw at them, they take with a smile and a positive attitude. They always deliver and do what they say. They’re really honest and good people to work with.

      Read Full Review
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    Industry Experience

    LANARS has demonstrated expertise across various industries, including Manufacturing, IT Services, Financial Services, and Business Services. Clients commend their exceptional communication, project management, and ability to deliver high-quality software solutions. The overall sentiment is positive, with businesses noting improvements in app performance, user satisfaction, and operational efficiency. Their strengths lie particularly in mobile app development and cloud integration, making them well-suited for technology-focused projects and startups.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently highlight LANARS' competitive pricing and high-quality deliverables, viewing them as a strong value for money. One client noted, "They work fast, structured, and are not too pricy," while another remarked on their "honesty" in pricing and transparency. Overall, the sentiment is positive; clients feel that LANARS exceeds expectations regarding cost-effectiveness and quality, often recommending them for projects based on their favorable financial terms.
    Read All Reviews

    View projects from:

    Norway (3) United States (2) Australia (1) Canada (1) Germany (1)
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    Krazimo Logotype

    Krazimo

    5.0 8 reviews
    Premier Verified
    $50,000+
    $50 - $99 / hr
    10 - 49
    Bengaluru, India

    Services provided

    35% AI Development
    25% Generative AI
    10% AI Consulting +3 services
    10% API Development
    10% Microservices Architecture Services
    10% Web Development

    Krazimo is a technology development and consultancy firm specializing in advanced AI and Web3 solutions. With a focus on AI-driven projects, such as real-time data integration and scalable SaaS platforms, they deliver high-quality outcomes, praised by clients for their adaptability and effective project management. Review feedback is overwhelmingly positive, with no significant negative remarks, highlighting their technical expertise and customer-centric approach.

    See all 8 projects

    Reviews mention Professional

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

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

      Read Full Review
    Read All Reviews

    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)
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    Imobisoft Logotype

    Imobisoft

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

    Services provided

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

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

    See all 20 projects

    Reviews mention Flexible

    Clients have consistently praised Imobisoft for their flexibility and adaptability throughout various projects. One client noted their ability to understand and meet requirements despite challenges, stating, "Imobisoft managed to take it over to the best of their abilities." Another highlighted their "good communication skills" and responsiveness, emphasizing that Imobisoft is "very flexible" in delivering cost-effective solutions. Overall, the sentiment regarding flexibility is overwhelmingly positive, indicating that Imobisoft is well-suited for dynamic project environments.
    • Custom Software Dev & Design for Business Services Company
      4.0 Dec 8, 2022

      Imobisoft’s strengths were their cost and flexibility. My project was a bit different than others, and we didn’t have a plan on our end. Still, Imobisoft managed to take it over to the best of their abilities. Overall, they worked well and did what we needed them to do. Imobisoft is very flexible, so they’ll deliver a cost-effective solution.

      Read Full Review
    • PKU App for Children's Hospital
      5.0 Dec 14, 2020

      They have good communication skills and they listened to what we needed, being flexible. Excellent - very easy and harmonious - even in a pandemic. Design/'look' of app could have been improved but we got there.

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

    Reviewed 2 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

    40% Data Annotation Services
    20% AI Development
    20% AR/VR Development +1 service
    20% Product Design

    Headquartered in Toronto, Canada, AI Zone is a small Data Annotation Services company. The team focuses on Data Annotation Services and Product Design.

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  • TF Labs Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Seattle, WA

    Services provided

    20% AR/VR Development
    20% Blockchain
    20% Branding +2 services
    20% Content Marketing
    20% Generative AI

    Branding firm TF Labs was established in 2017. The team specializes in Branding and Content Marketing and is headquartered in Seattle, Washington.

    Read more
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  • Featured

    What are Featured Providers?

    Tallium Inc. Logotype

    Tallium Inc.

    4.9 37 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    10 - 49
    Kyiv, Ukraine

    Services provided

    35% Custom Software Development
    20% UX/UI Design
    15% Mobile App Development +5 services
    10% Web Development
    5% AI Development
    5% BI & Big Data Consulting & SI
    5% Blockchain
    5% IT Staff Augmentation

    Tallium Inc. is a versatile software development company specializing in mobile app and web platform development, with strong expertise in UX/UI design and backend/frontend integration. Overall, 100% of the reviews reflect positive feedback, highlighting their excellent project management, technical expertise, and commitment to client satisfaction. Approximately 90% of reviewers commend their communication and responsiveness as standout attributes.

    See all 37 projects

    Reviews mention Honest

    Clients consistently highlight Tallium Inc.'s honesty and transparency as key strengths. One client noted that 'honesty and clarity are a central part of Tallium,' while another emphasized their 'fast, honest, transparent, and straightforward communication.' Additionally, a third review praised their professional and honest approach, recommending potential customers to trust their instincts. Overall, the sentiment regarding honesty is overwhelmingly positive, reinforcing Tallium's reputation as a reliable partner.
    • Web App Dev for SportsTech Startup
      5.0 Apr 22, 2022

      There were many things that we loved in working with Tallium. We were very happy with their communication style, work ethics and the quality of work they've done. But one of the things that stood out was the proactive behaviour and creativity when it comes to dealing with complex and unexpected difficulties during the project. Also, we very much appreciated their fast, honest, transparent, and straightforward communication.

      Read Full Review
    • Full-Stack Software Development for Booking Company
      5.0 Jul 23, 2019

      Ask them to present solutions and show you their portfolio. Their previous work helped us choose them. Get to know them personally and follow your instincts. If you feel their approach is right for you, hire them. They're professional, honest, and easy to work with.

      Read Full Review
    Read All Reviews
    3 of 3 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 3 times in the past 6 months

    In the past six months, client feedback for Tallium Inc. has been overwhelmingly positive. Clients praised their strong project management, timely deliveries, and effective communication. Notably, the development of the PROSTOR mobile app led to increased user engagement and multiple awards. The CTO of DigiSigner highlighted their adaptability and responsiveness to feedback, while the CEO of Voice2Me commended their professionalism and innovative approach. Overall, clients expressed high satisfaction with the quality of service and collaboration.
    Read 3 Recent Reviews

    More responsive than most other service providers

    Tallium Inc. is very responsive

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

    View projects from:

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

    Leobit

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

    Services provided

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

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

    See all 53 projects
    4 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    More responsive than most other service providers

    Leobit is very responsive

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

    View 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
  • HRACAN Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Vancouver, Canada

    Services provided

    20% AI Consulting
    20% IT Strategy Consulting
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    HRACAN is a social media marketing company. The company is based in Vancouver, Canada. Their services include Social Media Marketing and Search Engine Optimization.

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  • Clarity Compass AI Logotype

    Clarity Compass AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% Corporate Training & Coaching
    20% AI Development

    Launched in 2020, Clarity Compass AI is a Corporate Training & Coaching company. Located in Seattle, Washington, the team provides Corporate Training & Coaching and Artificial Intelligence.

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  • Alignmental Logotype

    Alignmental

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% HR Consulting
    20% AI Development
    20% Corporate Training & Coaching +1 service
    20% HR Outsourcing

    Alignmental is a HR Consulting company founded in 2023. Their team offers HR Consulting and Artificial Intelligence.

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  • Karbon Solutions Logotype

    Karbon Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Business Consulting
    20% ECM Consulting and SI +2 services
    20% IT Managed Services
    20% IT Strategy Consulting

    Karbon Solutions is an IT strategy consulting company launched in 2008. Located in Denver, Colorado, the team offers IT strategy consulting and ECM consulting and SI.

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  • Gitana Software Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Boston, MA

    Services provided

    20% AI Development
    20% API Development
    20% Custom Software Development +2 services
    20% ECM Consulting and SI
    20% UX/UI Design

    Gitana Software, an user experience design agency, is headquartered in Boston, Massachusetts. They provide UX/UI Design and ECM consulting and SI and were established in 2010.

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  • Proitfusion Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Portland, OR

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% Cybersecurity
    20% IT Staff Augmentation

    Proitfusion is a cloud consulting & SI company located in Portland, Oregon. They specialize in cloud consulting & SI and Cybersecurity and were established in 2014.

    Read more
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  • NicheCloudware Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Portland, OR

    Services provided

    20% AI Development
    20% Application Testing
    20% BI & Big Data Consulting & SI +2 services
    20% Cybersecurity
    20% Mobile App Development

    NicheCloudware is a business intelligence company. Established in 2021, their team provides BI & big data consulting & SI and Cybersecurity.

    Read more
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  • AdWaken.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Glendale, CA

    Services provided

    20% Branding
    20% CRM Consulting and SI
    20% Generative AI +2 services
    20% Social Media Marketing
    20% UX/UI Design

    AdWaken.ai is a Glendale, California-based branding firm. They offer Branding and Social Media Marketing and were established in 2024.

    Read more
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  • Janoll Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Denver, CO

    Services provided

    20% AI Development
    20% Corporate Training & Coaching
    20% Custom Software Development +2 services
    20% Cybersecurity
    20% IT Managed Services

    Janoll Consulting, a Cybersecurity company, was launched in 2019. The agency offers Cybersecurity and IT managed services.

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  • Rev1 Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Auburn Hills, MI

    Services provided

    40% Product Design
    20% AI Development
    20% AR/VR Development +1 service
    20% Engineering

    Rev1 Technologies is a Product Design company. Their small team is based in Auburn Hills, Michigan and offers Product Design and AR/VR development. The agency was established in 2017.

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  • Assistant Solutions Logotype

    Assistant Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    30% Business Consulting
    20% AI Development
    20% Custom Software Development +3 services
    10% Corporate Training & Coaching
    10% Digital Strategy
    10% Marketing Strategy

    Assistant Solutions is a Business Consulting company. Their small team is based in. Their team offers Business Consulting and Custom Software Development.

    Read more
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  • Perspectives Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Bozeman, MT

    Services provided

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

    Launched in 2024, Perspectives Digital is a small branding agency. Their team provides Branding and Web Design.

    Read more
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  • Connect Digital Media group Logotype

    Connect Digital Media group

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Connect Digital Media group is a small UX design agency. Founded in 2022, the team provides UX/UI Design and Custom Software Development.

    Read more
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  • Business Consulting Agency Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Portland, OR

    Services provided

    60% Business Consulting
    20% AI Consulting
    20% Corporate Training & Coaching

    Business Consulting Agency is a Business Consulting company established in 2009. In Portland, Oregon, the team offers Business Consulting and Corporate Training & Coaching.

    Read more
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  • Cetana Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Providence, RI

    Services provided

    20% AI Development
    20% Blockchain
    20% Cloud Consulting & SI +2 services
    20% IoT Development
    20% UX/UI Design

    Cetana, an user experience agency, was established in 2021. Based in Providence, Rhode Island, the team offers UX/UI Design and cloud consulting & SI.

    Read more
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  • Data Mastery Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sydney, Australia

    Services provided

    40% BI & Big Data Consulting & SI
    20% AI Development
    20% Cloud Consulting & SI +1 service
    20% Digital Engineering

    Data Mastery is a data analytics company. In Sydney, Australia, the company specializes in BI & big data consulting & SI and cloud consulting & SI.

    Read more
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  • One Fathom Above Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Denver, CO

    Services provided

    20% AI Development
    20% Cybersecurity
    20% IT Strategy Consulting +2 services
    20% Low/No Code Development
    20% Robotics Process Automation

    One Fathom Above, an IT strategy consulting company, was founded in 2018. The team specializes in IT strategy consulting and Cybersecurity and is located in Denver, Colorado.

    Read more
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  • Rock Applications Logotype

    Rock Applications

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% IT Strategy Consulting +2 services
    20% Low/No Code Development
    20% Robotics Process Automation

    Established in 2017, Rock Applications is an IT strategy consulting company. The team focuses on IT strategy consulting and BI & big data consulting & SI.

    Read more
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  • The Digital Phenix (TDP) Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Dubai, United Arab Emirates

    Services provided

    20% AI Consulting
    20% Branding
    20% Content Moderation Services +2 services
    20% Content Writing Services
    20% Social Media Marketing

    The Digital Phenix (TDP) is a branding company. They were founded in 2023 and focus on Branding and Social Media Marketing.

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  • Tectonicx Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Dallas, TX

    Services provided

    20% AI Consulting
    20% IT Managed Services
    20% IT Strategy Consulting +2 services
    20% Low/No Code Development
    20% Robotics Process Automation

    Tectonicx is an IT strategy consulting company located in Dallas, Texas. Their services include IT strategy consulting and IT managed services.

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  • Gandom Innovation DMCC Logotype

    Gandom Innovation DMCC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Affiliate Marketing
    20% Branding +2 services
    20% Cloud Consulting & SI
    20% Video Production

    Gandom Innovation DMCC, a branding firm, is located in Dubai, United Arab Emirates. They offer Branding and Affiliate Marketing and were launched in 2020.

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  • SaaS Advisors Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Jacksonville Beach, FL

    Services provided

    30% CRM Consulting and SI
    30% IT Strategy Consulting
    20% AI Consulting +1 service
    20% Marketing Strategy

    SaaS Advisors is an IT strategy consulting company. Located in Jacksonville Beach, Florida, their team specializes in IT strategy consulting and CRM consulting and SI.

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  • Darby Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Cambridge, MA

    Services provided

    20% AI Consulting
    20% Blockchain
    20% IT Managed Services +2 services
    20% Social Media Marketing
    20% Web Development

    Social media marketing firm Darby Digital was launched in 2008. The agency offers Social Media Marketing and IT managed services, and is small.

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  • DigitalBizlive Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Fort Wayne, IN

    Services provided

    20% Mobile App Development
    20% Search Engine Optimization
    20% Web Development +6 services
    10% AI Consulting
    10% Generative AI
    5% Blockchain
    5% Pay Per Click
    5% Social Media Marketing
    5% UX/UI Design

    DigitalBizlive is a SEO agency. They are based in Fort Wayne, Indiana and have small team of experts. Their services include Search Engine Optimization and Web Development.

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  • Sedna Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Dartmouth, Canada

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% ERP Consulting and SI
    20% IoT Development

    Sedna Technologies is a cloud consulting & SI company. The small Dartmouth, Canada-based team focuses on cloud consulting & SI and ERP consulting and SI. The firm was established in 2017.

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  • Innovatio Tech Corporation Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Germantown, MD

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Cybersecurity +2 services
    20% DevOps Managed Services
    20% IT Strategy Consulting

    Innovatio Tech Corporation is a small IT strategy consulting company located in Jackson, Mississippi and Germantown, Maryland. Their services include IT strategy consulting and Cybersecurity.

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  • Hunting Adversaries Logotype

    Hunting Adversaries

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% Cybersecurity
    20% AI Development
    20% Mobile App Development +1 service
    20% Web Development

    Cybersecurity company Hunting Adversaries is based in Kilkenny, Ireland. They provide Cybersecurity and Web Development.

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  • E1 Logotype

    E1

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% API Development
    20% Blockchain +2 services
    20% Blockchain Marketing
    20% Social Media Marketing

    Founded in 2023, E1 is a social media marketing firm. The firm specializes in Social Media Marketing and Artificial Intelligence.

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  • Edge of Intelligence Logotype

    Edge of Intelligence

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% Cybersecurity
    20% AI Development

    Edge of Intelligence, a Cybersecurity company, offers Cybersecurity and Artificial Intelligence. The agency is based in Fayetteville, North Carolina.

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  • OpsCil Logotype

    OpsCil

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Application Testing
    20% Custom Software Development +2 services
    20% DevOps Managed Services
    20% IT Staff Augmentation

    Located in Albuquerque, New Mexico, OpsCil is a small IT staff augmentation company. The team offers IT staff augmentation and Custom Software Development.

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  • Irish Computers Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Nenagh, Ireland

    Services provided

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

    Irish Computers is an IT managed services company. Their team is based in Nenagh, Ireland. The company provides IT managed services and Cybersecurity.

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  • Hankka Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Albuquerque, NM

    Services provided

    60% Cybersecurity
    20% AI Development
    20% Digital Strategy

    Founded in 1979, Hankka is a Cybersecurity company. The team focuses on Cybersecurity and Digital Strategy and is located in Albuquerque, New Mexico.

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  • Zam Zam Data Solutions Logotype

    Zam Zam Data Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% BI & Big Data Consulting & SI
    20% AI Development
    20% Cloud Consulting & SI +1 service
    20% Digital Strategy

    Zam Zam Data Solutions is a business intelligence company. They are based in Fishers, Indiana and have small team of experts. Their services include BI & big data consulting & SI and Digital

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  • aDolus Technology Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Victoria, Canada

    Services provided

    60% Cybersecurity
    20% AI Development
    20% IoT Development

    ADolus Technology Inc., a Cybersecurity company, is headquartered in Victoria, Canada. They offer Cybersecurity and IoT development.

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  • Anaya CyberTech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sammamish, WA

    Services provided

    60% Cybersecurity
    20% AI Development
    20% Cloud Consulting & SI

    Anaya CyberTech is a Cybersecurity company. Their small team is in Sammamish, Washington. Their services include Cybersecurity and cloud consulting & SI.

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  • Influence to Action Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Greensboro, NC

    Services provided

    20% AI Development
    20% Affiliate Marketing
    20% Content Marketing +2 services
    20% Sales Outsourcing
    20% Search Engine Optimization

    Content Marketing company Influence to Action provides Content Marketing and Affiliate Marketing. They were founded in 1999.

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  • interTEN Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Athina, Greece

    Services provided

    20% AI Development
    20% Ecommerce Marketing
    20% Social Media Marketing +2 services
    20% Web Design
    20% Web Development

    InterTEN is a social media marketing agency. The small Athina, Greece-based team provides Social Media Marketing and Web Design. The company was founded in 2005.

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  • kuix Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Budapest, Hungary

    Services provided

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

    Kuix is a web design company. Launched in 2012, the team specializes in Web Design and UX/UI Design. The company is in Budapest, Hungary.

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  • Advocate Strategic Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Budapest, Hungary

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Corporate Training & Coaching +2 services
    20% IT Strategy Consulting
    20% IoT Development

    Advocate Strategic Consulting is an IT strategy consulting company. The team is based in Budapest, Hungary, and their services include IT strategy consulting and IoT development.

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Why Trust Clutch

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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

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

Ability to deliver
Focus
Clutch Leaders Matrix

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

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

List of the Best Artificial Intelligence Companies

  3. eSparkBiz Logotype

    eSparkBiz

    $5,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

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

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  4. Neoteric Logotype

    Neoteric

    $10,000+
    $50 - $99 / hr
    50 - 249
    Gdańsk, Poland

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  6. tkxel Logotype

    tkxel

    $10,000+
    $25 - $49 / hr
    250 - 999
    Reston, VA

    Ability to deliver

    39.5/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  7. blackthorn.ai Logotype

    blackthorn.ai

    $5,000+
    $25 - $49 / hr
    10 - 49

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  10. Edvantis Logotype

    Edvantis

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

    Ability to deliver

    39.1/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  12. Osedea Logotype

    Osedea

    $50,000+
    $100 - $149 / hr
    50 - 249
    Montréal, Canada

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  13. ServReality Logotype

    ServReality

    $50,000+
    $25 - $49 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

    38.7/40.0
    20/20 Reviews
    9.1/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  18. Coherent Solutions Logotype

    Coherent Solutions

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  19. Valere Logotype

    Valere

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

    Ability to deliver

    38.1/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

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

    Rootquotient

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

    Ability to deliver

    39.1/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  21. Qubika Logotype

    Qubika

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

    Ability to deliver

    37.9/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  23. SEROKELL Logotype

    SEROKELL

    $10,000+
    $50 - $99 / hr
    50 - 249
    Paris, France

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  24. Waverley Software Logotype

    Waverley Software

    $50,000+
    $50 - $99 / hr
    250 - 999
    Palo Alto, CA

    Ability to deliver

    37.8/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  25. Appinventiv Logotype

    Appinventiv

    $50,000+
    $25 - $49 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    37.8/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  26. 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
  27. 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
  28. 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
  29. EB Pearls Logotype

    EB Pearls

    $5,000+
    $25 - $49 / hr
    250 - 999
    Surry Hills, Australia

    Ability to deliver

    40/40.0
    20/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    25% AI Development
    75% Other
    View Profile Visit Website
  30. Sparq Logotype

    Sparq

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    Atlanta, GA

    Ability to deliver

    37.4/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    25% AI Development
    75% Other
    View Profile Visit Website

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Updated December 16, 2025
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Discover key factors to choose the right Gen AI partner in 2026 to drive innovation, efficiency, and business growth. A complete guide.

Artificial Intelligence Thought Leadership, Scaling
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Artificial Intelligence Development Company FAQs

Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.

Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems twice a year based on a proprietary methodology. The top artificial intelligence companies for Fall 2025 include:

  1. BlueLabel

  2. STX Next

  3. eSparkBiz

  4. Quytech

  5. Neoteric

  6. tkxel

  7. blackthorn.ai

  8. NineTwoThree AI Studio

  9. Edvantis

  10. fxis.ai

  11. Fingent

  12. GenAI.Labs USA

  13. Osedea

  14. ServReality

  15. Coherent Solutions

AI development agencies specialize in researching, designing, and deploying machine-learning models, data pipelines, and intelligent applications that solve real-world business problems. These service providers work on a myriad of projects, including building predictive analytics tools, training natural-language models for chatbots, or integrating computer-vision systems into existing products. The best firms combine data science, software engineering, and domain knowledge to turn raw data into measurable business outcomes.

Budgets for AI development projects vary widely from one project to another. On Clutch, simple proof-of-concepts often start around $10,000, while enterprise-grade machine intelligence projects can cost as much as $250,000. Moreover, the average hourly rates for these dedicated service providers typically fall between $25–$49 for offshore teams and $100–$200 for top-tier talent in North America or Western Europe. Ultimately, the total cost depends on several key factors, including data complexity, required accuracy, and ongoing support needs.

Finance, healthcare, retail, logistics, manufacturing, and education frequently tap AI to improve fraud detection, patient diagnostics, demand forecasting, route optimization, and personalized learning. However, any data-rich sector can gain value with the right partner.

AI development companies leverage their technical expertise, complex understanding of AI technologies, and problem-solving proficiency to deliver cutting-edge solutions. Most AI development companies offer services such as:

  • Discovery workshops and feasibility studies
  • Data collection, cleansing, and labeling
  • Model selection, training, and evaluation
  • MLOps: automation of deployment, monitoring, and retraining
  • Custom app or API development to surface AI insights
  • Post-launch optimization and support

Some specialists also provide AI consulting, helping teams validate use cases or choose the right cloud services before any code is written.

  1. Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
  2. Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
  3. Assess their process – Agile, transparent workflows with clear milestones reduce risk.
  4. Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
  5. Pilot first – A paid discovery sprint can confirm cultural fit before a long-term commitment.

  • Guaranteed accuracy or ROI claims (“100% precision in two weeks”)
  • No access to training data or model artifacts
  • Overreliance on black-box tools without explainability options
  • Limited post-deployment monitoring or support
  • Vague pricing and change-order policies

  • How have you solved a similar problem for another client?
  • Which metrics will define project success, and how will we measure them?
  • Who owns the trained models and underlying data?
  • What is your approach to data privacy and compliance (e.g., GDPR, HIPAA)?
  • How often will models be retrained or updated?
  • Which cloud or on-prem platforms do you recommend, and why?

Consulting focuses on strategy—identifying high-impact use cases, estimating ROI, and outlining data readiness. Development covers the hands-on work of building, training, and deploying models. Many machine intelligence companies offer both, starting with workshops and progressing to full-scale implementation.

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