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Home Artificial Intelligence

Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, United Kingdom, or Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: December 24, 2025
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15 Leaders 15 Contenders

17,864 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
    7 of 10 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 10 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Innowise

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

    Services provided

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

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

    See all 72 projects
    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.

    Read All Reviews

    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

    View projects from:

    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 Exceeds expectations

    BlueLabel consistently exceeds client expectations, as highlighted by multiple reviews. A co-founder praised their mentorship and substantial impact on future development, stating, "BlueLabel exceeded our expectations." Another client, a technology director, noted a 40% revenue increase post-launch, expressing delight in the deliverables. Additionally, a CEO remarked, "Their work has surpassed my expectations for the platform." Overall, clients commend BlueLabel's professionalism, responsiveness, and ability to deliver exceptional results.
    • App Refactoring & Features Dev for Navigation App Company
      5.0 Sep 13, 2024

      It's not often when working with an agency that you have access to topic-specific mentorship for the duration of the contract. Blue Label's skilled Android developer not only contributed to our project, but made a substantial impact in our future by providing useful mentorship to our team in their area of expertise. BlueLabel exceeded our expectations.

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

      The final product exceeded all expectations. Blue Label made clear that they were invested in this idea. Throughout the project, they brought on and consulted a variety of resources that added tremendous value.

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    • iOS App Development for BabyMed
      5.0 Feb 27, 2014

      Blue Label performed beyond expectations. They are very smart. They understand what is going on, and they are extremely professional. They are professional beyond what I have seen in anybody else.

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

    Reviewed 2 times in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

    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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  • Scaffolder Logotype

    Scaffolder

    Not yet reviewed

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

    Services provided

    30% AI Development
    30% Low/No Code Development
    15% IT Managed Services +2 services
    15% IT Staff Augmentation
    10% Custom Software Development

    Scaffolder is an artificial intelligence development company in Skopje, North Macedonia. The team provides Artificial Intelligence and Low/No Code Development.

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  • LEMA Logic Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Castletown, Isle of Man

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +7 services
    10% Custom Software Development
    10% Generative AI
    10% Low/No Code Development
    10% Mobile App Development
    10% Search Engine Optimization
    10% Web Design
    10% Web Development

    Founded in 2006, LEMA Logic is a small Castletown, Isle of Man-based SEO company. Their services include Search Engine Optimization and Web Design.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

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

    Services provided

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

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

    See all 21 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Azumo is very responsive

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

    TELUS Digital

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Accommodating

    Clients have consistently praised WillowTree for their accommodating approach, particularly noting their willingness to adapt to existing workflows and project management styles. One client highlighted that all project managers were 'incredibly accommodating' in their collaborative scrum agile process. The feedback emphasizes their responsiveness to client needs, with one reviewer stating that WillowTree listens to feedback and adjusts designs accordingly, underscoring a commitment to client satisfaction and partnership.
    • Mobile App Dev & Feature Updates for Credit Union
      5.0 Sep 6, 2019

      Their team was willing to adapt to our workflows and build their own structure around them. We work in scrum agile developments to allow for a collaborative production process and smooth release of the new features in the app. All of their project managers have been incredibly accommodating in that way.

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    Average Project Cost Breakdown

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

    What Clients Have Said

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

    TELUS Digital is very responsive

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

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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 Well-organized projects

    Clients consistently commend Vention and iTechArt Group for their well-organized project management. One client noted that Vention's organization surpassed that of previous vendors, highlighting effective collaboration and communication tools like Jira and Slack. Another client praised iTechArt Group for their excellent project management, stating they effectively identify issues before they escalate. Overall, the sentiment reflects a strong appreciation for the structured approach and communication strategies employed by both companies.
    • Engineering & Consulting for Experience Management Firm
      5.0 Nov 3, 2023

      Ryan has been fantastic. To communicate and collaborate, we use Jira, Slack, Zoom, Notion, and email. Their organization is far better than the other organizations I’ve worked with before.

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    • UI/UX Design & Custom Dev for Rail Health Solutions Firm
      5.0 Feb 15, 2023

      iTechArt Group has also done well on time, although there have been delays because we change some things or don’t supply the needed information. Overall, communication is good. We have stand-up meetings, weekly reports, and biweekly updates. iTechArt Group is good at identifying minor issues before they become big, so the project management has been excellent.

      Read Full Review
    • Frontend Development for AI Software Company
      5.0 Jul 29, 2018

      Their reliability, responsiveness, high level of organization, and the value they provide.

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    • Staff Augmentation for Software Company
      5.0 May 16, 2023

      For our project we have a Team Lead that manages the daily operations of the team and they integrate with our existing daily scrum calls. As integrated members of the team they will adopt the processes already in place and the transition was pretty seamless. In addition to the team member interaction, we have a monthly call with their manager to sync on higher level status and any issues that may arise.

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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.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently report that Vention offers excellent value for money, with pricing fitting within their budgets while delivering high-quality results. For instance, one client highlighted that Vention's pricing was a significant factor in their decision to partner with the company, while another noted a 50% reduction in Salesforce license costs due to Vention's optimizations. Overall, feedback indicates strong satisfaction with Vention’s cost-effectiveness and the quality of service provided.
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  • Moonbound Logotype

    Not yet reviewed

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

    Services provided

    60% Custom Software Development
    30% AI Development
    10% API Development

    Moonbound is a software development firm. They were launched in 2023, and their services include Custom Software Development and Artificial Intelligence.

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  • Hyper IQ Logotype

    Hyper IQ

    Not yet reviewed

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

    Services provided

    30% AI Development
    30% Custom Software Development
    20% Web Design +1 service
    20% Web Development

    Hyper IQ is a software development firm. Founded in 2025, the team focuses on Custom Software Development and Artificial Intelligence. The firm is located in Columbus, Ohio.

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  • AutomateNexus Logotype

    AutomateNexus

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    20% Robotics Process Automation +4 services
    10% AI Consulting
    10% API Development
    10% Cybersecurity
    10% Low/No Code Development

    AutomateNexus, an AI firm, is located in Seattle, Washington. They focus on Artificial Intelligence and Robotics Process Automation and were launched in 2025.

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  • Lucere Logotype

    Not yet reviewed

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

    Services provided

    35% Custom Software Development
    35% Mobile App Development
    30% AI Development

    Lucere is a custom software development firm. They were launched in 2010, and their services include Custom Software Development and Mobile App Development.

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  • AutomAIze P.S.A. Logotype

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    30% IT Strategy Consulting
    25% BI & Big Data Consulting & SI +1 service
    15% AI Agents

    AutomAIze P.S.A., an IT strategy consulting company, offers IT strategy consulting and AI Consulting. The agency is in Gdańsk, Poland.

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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

    4.9 61 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Services provided

    40% AI Development
    30% Cloud Consulting & SI
    15% Mobile App Development +1 service
    15% UX/UI Design

    Qubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.

    See all 61 projects

    Reviews mention Team players

    The feedback regarding December Labs and Moove It highlights their strong team player mentality. Clients consistently noted their proactive engagement and ability to integrate seamlessly into existing teams. One client emphasized that December Labs became a true part of their team, demonstrating transparency in communication and responsiveness. Similarly, Moove It was praised for its eagerness to collaborate and provide valuable suggestions, fostering a genuine partnership. Overall, the sentiment reflects a high level of satisfaction with their collaborative approach.
    • Mobile App Dev & Code Refactoring for AI Software Provider
      5.0 Aug 23, 2024

      Carla and her team were always there when I needed them—whether it was for a quick chat about a new idea or to tackle a last-minute change. They really took the time to understand what I needed, both technically and emotionally, and they always made me feel supported. Their commitment made it feel like they were part of our team, not just an outside vendor.

      Read Full Review
    • Custom Software Development for Professional Training Co.
      5.0 Aug 7, 2020

      They easily plugged into our meeting cadence and Slack channel, so they really felt like a part of the team. If we had deadlines, they worked hard to meet them in their iterative process. The team was eager to be embedded in the team and work alongside us to solve our problems. They act and feel like part of our team, working to create a true partnership.

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    • Software Dev for Custom Call Software
      5.0 Jul 22, 2020

      I really connected with the team members I interacted with, and developed a personal and professional relationship with them. They became so integrated within our organization, that they felt like part of our team. Their ability to execute without constant check-ins really sets them apart.

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    • Frontend Dev for Tech Consulting Firm
      5.0 Nov 26, 2019

      When we scaled up, their team became more involved from an actual development perspective. It was as if they were an extension of our team. The relationship wasn't just that we told them what to do and they did it. Rather, their team questioned our perspectives.

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

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

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

    Reviewed 2 times in the past 6 months

    In the past six months, Qubika has received positive feedback for their responsiveness and technical expertise. Clients highlighted their ability to deliver projects on time, such as establishing a scalable data warehouse that drastically improved data accessibility. One client praised Qubika for their collaborative approach and the fresh perspectives brought by their product designers. Overall sentiment is highly favorable, with clients appreciating their alignment with company values and the quality of their deliverables.
    Read 2 Recent Reviews

    More responsive than most other service providers

    Qubika is very responsive

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

    View projects from:

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

    Phaedra Solutions

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

    Services provided

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

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

    See all 24 projects

    Reviews mention Creative

    Clients have expressed high satisfaction with Phaedra Solutions' creativity, highlighting their ability to transform initial ideas into exquisite designs. One client emphasized being 'blown away' by the preliminary draft, while another praised the team's workflow and creativity as outstanding. The overall sentiment reflects a strong appreciation for the company's design talent and innovative approach, with clients feeling confident in the positive impact of the final designs on their projects.
    • UI/UX Web Design for Publishing Company
      5.0 Jun 17, 2022

      I could write a whole novel here, but I try to keep it short and sweet: their work ethics, workflow, creativity, talent, service, support, care, humour and just the atmosphere they create while working with them. It is 100% a total package for me!

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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.

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    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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    LANARS Logotype

    LANARS

    5.0 14 reviews
    $25,000+
    $50 - $99 / hr
    50 - 249
    Fornebu, Norway

    Services provided

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

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

    See all 14 projects

    Reviews mention Open to feedback

    The overall sentiment regarding LANARS's openness to feedback is highly positive. Clients appreciate their ability to accommodate changing requirements seamlessly, as noted by one reviewer who stated, 'I’ve been impressed by their ability to receive feedback and make changes as needed.' This responsiveness enhances client satisfaction and fosters a collaborative partnership. Despite challenges like time zone differences, LANARS's engagement and commitment to client needs remain commendable.
    • Backend Dashboard Integration & Visualization for IoT Firm
      5.0 Feb 9, 2017

      LANARS is a solid group. They never pushed us in a wrong direction, and were open to suggestions.

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

    Reviewed 1 time in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services Construction

    View projects from:

    Norway (4) United States (2) Australia (1) Canada (1) Germany (1)
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  • Kozker Tech Logotype

    Kozker Tech

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    30% AI Development
    25% Web Development
    20% Robotics Process Automation +2 services
    15% BI & Big Data Consulting & SI
    10% Search Engine Optimization

    Artificial intelligence firm Kozker Tech was launched in 2024. The firm offers Artificial Intelligence and Web Development.

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  • Starbourne Labs Logotype

    Starbourne Labs

    Not yet reviewed

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

    Services provided

    40% AI Agents
    30% Custom Software Development
    20% AI Development +1 service
    10% AI Consulting

    AI Agents company Starbourne Labs was established in 2020. Based in Brooklyn, New York, the team focuses on AI Agents and Custom Software Development.

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  • Featured

    What are Featured Providers?

    Krazimo Logotype

    Krazimo

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

    Services provided

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

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

    See all 8 projects

    Reviews mention Exceeds expectations

    Clients have expressed that Krazimo consistently exceeds expectations, particularly in delivering a sophisticated AI solution for cryptocurrency analysis. One client noted that Krazimo not only met project requirements but also surpassed original specifications, demonstrating exceptional project management and expertise. The seamless integration of diverse data sources and the ability to provide insightful investment recommendations highlighted their commitment to quality. Overall, the feedback reflects a strong sentiment of satisfaction and confidence in Krazimo's capabilities.
    • AI Development for Generative AI Company
      5.0 Feb 7, 2025

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

      Read Full Review
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    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Information technology Education Research Software

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    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
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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 Trustworthy

    The feedback from clients highlights Imobisoft's trustworthiness, with specific praise for their transparency, honesty, and ethical practices. One client noted their reliability in project management, stating, "I can rely on them to join our meetings, ask the right questions, and professionally handle complex technologies." Another emphasized their commitment to client needs and recommended involving them early in projects due to their trustworthy nature. Overall, sentiment regarding trustworthiness is highly positive, underscoring their strong reputation in client collaborations.
    • Custom Web Dev for Creative Firm
      5.0 May 26, 2022

      Imobisoft’s project management has been excellent. I can rely on them to join our meetings, ask the right questions, and professionally handle complex technologies. Additionally, they’re trustworthy, transparent, honest, and ethical. Overall, they’re a pleasure to work with.

      Read Full Review
    • Custom Web Dev for Creative Firm
      5.0 May 26, 2022

      Get them involved at the earliest stages of your development project. They’re very transparent, honest, and ethical, so you don’t have to worry about sharing information with them; they’ll do their work on your behalf in a trustworthy manner.

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

    Reviewed 2 times in the past 6 months

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

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

    Tallium Inc.

    4.9 38 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    10 - 49
    Kyiv, Ukraine

    Services provided

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

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

    See all 38 projects
    4 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In the last six months, client feedback on Tallium Inc. has been overwhelmingly positive, highlighting exceptional project management and strong technical expertise. Clients noted timely deliveries and effective communication, with one CEO stating, "Tallium became our strongest and most reliable collaboration." Another client emphasized their deep technical understanding, while a PR Director praised their partnership approach and quality of output. Overall, clients expressed satisfaction with outcomes and reported no significant areas for improvement.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Tallium Inc. is very responsive

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

    View projects from:

    United States (7) Ukraine (6) England (4) Sweden (4) Germany (3) Canada (2) Mauritius (1) Romania (1) Malta (1) Switzerland (1) Kenya (1) Kazakhstan (1) Hong Kong (1)
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  • Braincoders Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    Dubai, United Arab Emirates

    Services provided

    30% AI Development
    20% Custom Software Development
    20% IoT Development +2 services
    20% Web Development
    10% Low/No Code Development

    Artificial intelligence firm Braincoders was established in 2024. The agency specializes in Artificial Intelligence and Custom Software Development, and is small.

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  • Dashboard Daddy Logotype

    Not yet reviewed

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

    Services provided

    30% AI Development
    30% Low/No Code Development
    20% Custom Software Development +1 service
    20% Web Development

    Dashboard Daddy is an artificial intelligence firm headquartered in Bristol, England. Their services include Artificial Intelligence and Low/No Code Development.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

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

    Services provided

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

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

    See all 53 projects

    Reviews mention Passionate about their work

    Clients consistently commend Leobit for their evident passion and commitment to delivering high-quality technical solutions. One client highlighted their 'passion for perfection' in tackling complex tasks, showcasing a dedication that enhances project outcomes. Overall, the sentiment reflects a strong appreciation for Leobit's enthusiastic approach and their ability to foster effective collaboration, contributing positively to project success.
    • Custom Software Dev for Platform as a Service (PaaS) Company
      5.0 Apr 24, 2023

      Leobit is ready to take on even the most complex technical tasks, and their passion for perfection in delivering tech solutions is quite impressive.

      Read Full Review
    Read All 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
    Ahex Technologies Logotype

    Ahex Technologies

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

    Services provided

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

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

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

    Reviewed 2 times in the past 6 months

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Ahex Technologies is responsive

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

    View projects from:

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

    Treyee

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    70% AI Agents
    20% AI Development
    10% AI Consulting

    AI Agents company Treyee is based in Panamá, Panama and Dover, Delaware. They provide AI Agents and Artificial Intelligence.

    Read more
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  • Digitech Software Solutions Logotype

    Not yet reviewed

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

    Services provided

    35% Mobile App Development
    35% Web Development
    30% AI Development

    Digitech Software Solutions is a web development firm located in Madurai, India. Their services include Web Development and Mobile App Development.

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  • Harms Advisory Group Logotype

    Harms Advisory Group

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    50% Business Consulting
    30% AI Consulting
    10% Compliance Consulting +1 service
    10% Environmental Consulting

    Harms Advisory Group is a small Business Consulting company established in 2024. Their services include Business Consulting and AI Consulting.

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  • Launchcodex Logotype

    Launchcodex

    Not yet reviewed

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

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +7 services
    10% Branding
    10% Content Marketing
    10% Conversion Optimization
    10% Generative AI
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Development

    Launchcodex, a branding agency, was founded in 2016. They focuses on Branding and Social Media Marketing.

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  • Hyperion Technologies Logotype

    Hyperion Technologies

    Not yet reviewed

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

    Services provided

    20% AI Agents
    10% AI Consulting
    10% AI Development +10 services
    10% Custom Software Development
    10% Generative AI
    5% API Development
    5% BI & Big Data Consulting & SI
    5% Business Consulting
    5% ERP Consulting and SI
    5% Enterprise App Modernization
    5% IT Strategy Consulting
    5% Mobile App Development
    5% Web Development

    Hyperion Technologies is an AI Agents company. In Hoboken, New Jersey, their small team focuses on AI Agents and Custom Software Development. The agency was founded in 2025.

    Read more
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  • AI Mode Malaysia Logotype

    AI Mode Malaysia

    Not yet reviewed

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

    Services provided

    40% Search Engine Optimization
    10% AI Consulting
    10% AI Development +4 services
    10% Content Marketing
    10% Conversion Optimization
    10% Generative AI
    10% Pay Per Click

    AI Mode Malaysia is a small SEO company located in Petaling Jaya, Malaysia. The team focuses on Search Engine Optimization and Content Marketing.

    Read more
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  • Aarohita Vigyan Pvt. Ltd Logotype

    Aarohita Vigyan Pvt. Ltd

    Not yet reviewed

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

    Services provided

    20% Custom Software Development
    20% Mobile App Development
    20% Web Development +3 services
    15% AI Consulting
    15% AI Development
    10% IoT Development

    Aarohita Vigyan Pvt. Ltd is a garhwa, India-based custom software development firm. The team focuses on Custom Software Development and Web Development.

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  • Strategytab Logotype

    Strategytab

    Not yet reviewed

    $10,000+
    $300+ / hr
    2 - 9

    Services provided

    40% Business Consulting
    15% AI Consulting
    15% AI Development +3 services
    10% BI & Big Data Consulting & SI
    10% Market Research
    10% Marketing Strategy

    Strategytab is a Business Consulting company located in Someswaram, India. Launched in 2025, the team specializes in Business Consulting and Artificial Intelligence.

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  • IEG Marketing Logotype

    IEG Marketing

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    10% AI Consulting
    10% AI Development
    10% Advertising +7 services
    10% Conversion Optimization
    10% Email Marketing
    10% Generative AI
    10% Marketing Strategy
    10% Performance Marketing
    10% Search Engine Optimization
    10% Web Design

    IEG Marketing is an Advertising company. Based in Waterloo, Canada and Baltimore, Maryland, the agency was established in 2024. Their team offers Advertising and Marketing Strategy.

    Read more
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  • Kiwimesh Technologies Logotype

    Kiwimesh Technologies

    Not yet reviewed

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

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +7 services
    10% BI & Big Data Consulting & SI
    10% Cloud Consulting & SI
    10% ERP Consulting and SI
    10% Engineering
    10% Generative AI
    10% IT Managed Services
    10% IT Strategy Consulting

    Launched in 2024, Kiwimesh Technologies is a small Delhi, India-based IT strategy consulting company. Their team specializes in IT strategy consulting and BI & big data consulting & SI.

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  • P2PClouds Logotype

    P2PClouds

    Not yet reviewed

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

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +7 services
    10% Business Consulting
    10% CRM Consulting and SI
    10% Cloud Consulting & SI
    10% ERP Consulting and SI
    10% Generative AI
    10% IT Managed Services
    10% Other IT Consulting and SI

    P2PClouds is a small Lahore, Pakistan-based Generative AI company. The team specializes in Generative AI and AI Consulting.

    Read more
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  • LatamCodeAI Logotype

    Not yet reviewed

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

    Services provided

    50% Custom Software Development
    30% AI Development
    20% IT Strategy Consulting

    Launched in 2025, LatamCodeAI is a software development firm. Located in Reconquista, Argentina, the team focuses on Custom Software Development and Artificial Intelligence.

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  • Yotomations LLC Logotype

    Yotomations LLC

    Not yet reviewed

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

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +7 services
    10% API Development
    10% CRM Consulting and SI
    10% Custom Software Development
    10% Generative AI
    10% Low/No Code Development
    10% Robotics Process Automation
    10% Web Development

    Yotomations LLC, a CRM consulting and SI company, is located in Lutz, Florida. They focus on CRM consulting and SI and Custom Software Development.

    Read more
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  • Neonvil Logotype

    Neonvil

    Not yet reviewed

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

    Services provided

    30% AI Development
    30% Custom Software Development
    30% Web Development +1 service
    10% IT Staff Augmentation

    Neonvil is a software development company. The team is located in Košice, Slovakia and Lisbon, Portugal, and their services include Custom Software Development and Web Development.

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  • Discern Labs Logotype

    Not yet reviewed

    $50,000+
    $100 - $149 / hr
    2 - 9
    Spokane, WA

    Services provided

    30% AI Agents
    30% AI Consulting
    20% Data Annotation Services +1 service
    20% Robotics Process Automation

    Discern Labs is an AI Consulting company. The Spokane, Washington-based company was launched in 2025. Their team focuses on AI Consulting and AI Agents.

    Read more
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  • Nova Rank SEI Logotype

    Nova Rank SEI

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    35% Search Engine Optimization
    35% Web Design
    30% AI Development

    Nova Rank SEI is a SEO company. Located in Khanpur, Pakistan, the team specializes in Search Engine Optimization and Web Design.

    Read more
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  • ItsAIMarketing Logotype

    ItsAIMarketing

    Not yet reviewed

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

    Services provided

    30% Generative AI
    25% Social Media Marketing
    5% Custom Software Development +8 services
    5% Ecommerce Marketing
    5% Graphic Design
    5% Logo
    5% Packaging Design
    5% Search Engine Optimization
    5% Video Marketing
    5% Web Design
    5% Web Development

    ItsAIMarketing, a Generative AI company, is headquartered in Sharjah, United Arab Emirates. The team provides Generative AI and Social Media Marketing.

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  • Dassh AI Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Mumbai, India

    Services provided

    70% AI Agents
    30% Generative AI

    Based in Mumbai, India, Dassh AI is an AI Agents company. They offer AI Agents and Generative AI and were founded in 2024.

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  • CrewAgent Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Surat, India

    Services provided

    70% AI Agents
    30% AI Consulting

    In Surat, India, CrewAgent is an AI Agents company. They specialize in AI Agents and AI Consulting.

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  • RingHouse Logotype

    RingHouse

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    40% Call Center Services
    30% AI Agents
    30% AI Development

    RingHouse is a telephone answering service. They are headquartered in Austin, Texas and have small team of experts. Their services include Call Center Services and Artificial Intelligence.

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  • cm-opti Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Gorzów Wielkopolski, Poland

    Services provided

    35% Business Consulting
    20% AI Consulting
    20% Custom Software Development +3 services
    10% AI Development
    10% Cloud Consulting & SI
    5% API Development

    Cm-opti is a Business Consulting company launched in 2025. Their services include Business Consulting and Custom Software Development.

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  • The DBT Ai Logotype

    The DBT Ai

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    30% AI Agents
    30% AI Consulting
    20% Customer Service Outsourcing +1 service
    20% Product Marketing

    Established in 2025, The DBT Ai is a small AI Agents company. Their team offers AI Agents and AI Consulting.

    Read more
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  • Aegean IT Logotype

    Aegean IT

    Not yet reviewed

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

    Services provided

    60% Custom Software Development
    30% AI Development
    10% Web Development

    Aegean IT is a software development company. The small Athina, Greece-based team focuses on Custom Software Development and Artificial Intelligence. The firm was founded in 2004.

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  • Beehive Digital Services Logotype

    5.0 1 review
    $1,000+
    < $25 / hr
    2 - 9
    Ughelli, Nigeria

    Services provided

    10% AI Development
    10% Advertising
    10% Application Testing +7 services
    10% Custom Software Development
    10% Mobile & App Marketing
    10% Mobile App Development
    10% Other Application Development
    10% Other Marketing
    10% Search Engine Optimization
    10% Web Development

    Beehive Digital Services offers web development, digital marketing, software testing, local SEO, and social media management services. Reviews highlight their commitment, effective communication, and ability to complete projects ahead of deadlines, enhancing client visibility on platforms like Google Maps. The feedback indicates a high level of satisfaction with no areas for improvement noted.

    See all 1 projects
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  • Duality Studio Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% Content Marketing
    10% Custom Software Development +7 services
    10% Mobile App Development
    10% Pay Per Click
    10% Search Engine Optimization
    10% Social Media Marketing
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Duality Studio is a small social media marketing company established in 2015. Their team provides Social Media Marketing and Content Marketing.

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  • Business Pulse Logotype

    Business Pulse

    4.9 6 reviews
    $5,000+
    Undisclosed
    10 - 49

    Services provided

    20% Robotics Process Automation
    10% AI Consulting
    10% AI Development +6 services
    10% API Development
    10% BI & Big Data Consulting & SI
    10% Business Consulting
    10% CRM Consulting and SI
    10% ERP Consulting and SI
    10% Low/No Code Development

    Business Pulse is an AI-driven, chat-based business intelligence platform designed to put insights at your fingertips. Instead of sifting through endless dashboards or waiting on static reports, you

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  • Technofog llc Logotype

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    10 - 49
    Arlington, TX

    Services provided

    40% ERP Consulting and SI
    20% AI Consulting
    20% Back Office Outsourcing +1 service
    20% Business Consulting

    Welcome to Technofog Inc., your trusted Zoho Certified Solutions Provider dedicated to revolutionizing business operations. As industry leaders, we excel in delivering tailored CRM solutions that

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  • HDI Technology Logotype

    HDI Technology

    4.5 1 review
    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Mobile App Development
    20% Search Engine Optimization +2 services
    20% Social Media Marketing
    20% Web Development

    For more than a decade, HDI Technology has led the way in web development and marketing, continuously producing outstanding outcomes for companies in a range of sectors. Our reputation for

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  • AppLogiQ Logotype

    4.5 2 reviews
    $5,000+
    < $25 / hr
    10 - 49
    Tiruppur, India

    Services provided

    35% Web Development
    20% AI Development
    20% Custom Software Development +2 services
    20% Mobile App Development
    5% UX/UI Design

    AppLogiQ specializes in custom software and web application development, delivering innovative solutions with a strong focus on user engagement, scalability, and performance. Reviews highlight their exceptional project management, timely delivery, and highly skilled developers, though some suggest more frequent updates during development could be beneficial. Overall, AppLogiQ is praised for its responsiveness and alignment with client needs.

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  • Barqsol Technologies Logotype

    5.0 2 reviews
    $1,000+
    $25 - $49 / hr
    10 - 49
    Lahore, Pakistan

    Services provided

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

    Barqsol Technologies offers services in software development, membership site creation, and website development. The reviews highlight their effective communication and the high quality of their deliverables, despite some projects taking longer than expected due to unforeseen technical challenges. Overall, clients appreciate their helpfulness in resolving post-launch issues and their ability to realize client visions.

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  • SysgSoft Solutions Logotype

    SysgSoft Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% Application Testing
    20% Digital Strategy +2 services
    20% Web Design
    20% Web Development

    SysgSoft Solutions is an artificial intelligence development company. They were founded in 2008 and offer Artificial Intelligence and Digital Strategy.

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  • BMP Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Barangaroo, Australia

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% IT Staff Augmentation +4 services
    10% Content Marketing
    10% Email Marketing
    10% Search Engine Optimization
    10% Social Media Marketing

    Established in 2016, BMP Technologies is an AI company. The company focuses on Artificial Intelligence and BI & big data consulting & SI, and is small.

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  • Archonic Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    10 - 49
    New York, NY

    Services provided

    20% AI Development
    20% Other IT Consulting and SI
    15% Advertising +7 services
    10% Mobile App Development
    10% Transcription
    5% Custom Software Development
    5% Cybersecurity
    5% IT Managed Services
    5% IT Strategy Consulting
    5% Other Marketing

    Archonic is an artificial intelligence firm. Founded in 2019, the agency is headquartered in New York, New York. Their team offers Artificial Intelligence and other IT consulting and SI.

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  • Techcloud Development Solutions Private Limited Logotype

    Techcloud Development Solutions Private Limited

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Custom Software Development
    10% E-Commerce Development +5 services
    10% Mobile App Development
    10% UX/UI Design
    10% Wearable App Development
    10% Web Design
    10% Web Development

    Software development company Techcloud Development Solutions Private Limited is in Kakkanad, India and Auckland, New Zealand. The team provides Custom Software Development and Artificial

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  • DataVizz Logotype

    Not yet reviewed

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

    Services provided

    35% Cloud Consulting & SI
    20% AI Development
    20% BI & Big Data Consulting & SI +3 services
    10% Custom Software Development
    10% Enterprise App Modernization
    5% Cybersecurity

    DataVizz, a small cloud consulting & SI company, is in Ahmedabad, India and Tallinn, Estonia. The team focuses on cloud consulting & SI and BI & big data consulting & SI.

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  • Elie Logotype

    Not yet reviewed

    $50,000+
    $100 - $149 / hr
    10 - 49
    Berlin, Germany

    Services provided

    40% Custom Software Development
    20% AI Development
    10% IT Strategy Consulting +3 services
    10% IoT Development
    10% Mobile App Development
    10% Web Development

    Located in Berlin, Germany, Elie is a small software development firm. Their services include Custom Software Development and Artificial Intelligence.

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  • Techsolvo Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Indore, India

    Services provided

    20% AI Development
    20% Application Testing
    20% IoT Development +3 services
    20% Web Development
    10% Custom Software Development
    10% Mobile App Development

    Techsolvo is an artificial intelligence firm established in 2020. The small team focuses on Artificial Intelligence and IoT development.

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  • AppsWireless Logotype

    Not yet reviewed

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

    Services provided

    20% Enterprise App Modernization
    20% Mobile App Development
    10% AI Consulting +5 services
    10% AI Development
    10% Custom Software Development
    10% E-Commerce Development
    10% IoT Development
    10% Other Application Development

    AppsWireless is a mobile app development firm. In Lilburn, Georgia, the company was established in 2008. Their team provides Mobile App Development and Enterprise App Modernization.

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  • Speire Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49
    Cork, Ireland

    Services provided

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

    Speire, a small custom software development firm, is in Cork, Ireland. Their services include Custom Software Development and UX/UI Design.

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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 Edvantis
10 fxis.ai
11 Fingent
12 Osedea
13 Valere
14 ServReality
15 HatchWorks AI

List of the Best Artificial Intelligence Companies

  3. eSparkBiz Logotype

    eSparkBiz

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

    Ability to deliver

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

    Service focus

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

    Neoteric

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

    Ability to deliver

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

    Service focus

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

    tkxel

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

    Ability to deliver

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

    Service focus

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

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

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

    Edvantis

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

    Ability to deliver

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

    Service focus

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

    Osedea

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

    Ability to deliver

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

    Service focus

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

    Valere

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

    Ability to deliver

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

    Service focus

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

    ServReality

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

    Ability to deliver

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

    Service focus

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

    Coherent Solutions

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

    Ability to deliver

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

    Service focus

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

    Rootquotient

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

    Ability to deliver

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

    Service focus

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

    3 SIDED CUBE

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

    Ability to deliver

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

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  23. SEROKELL Logotype

    SEROKELL

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

    Ability to deliver

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

    Service focus

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

    Waverley Software

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

    Ability to deliver

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

    Service focus

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

    Appinventiv

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  26. BotsCrew Logotype

    BotsCrew

    $10,000+
    $50 - $99 / hr
    50 - 249
    San Francisco, CA

    Ability to deliver

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

    Service focus

    100% AI Development
    View Profile Visit Website
  27. Qubika Logotype

    Qubika

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  28. Orases Logotype

    Orases

    $75,000+
    $150 - $199 / hr
    50 - 249
    Frederick, MD

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  29. Digica Logotype

    Digica

    $10,000+
    $50 - $99 / hr
    50 - 249
    Manchester, England

    Ability to deliver

    37.6/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  30. Antier Solutions Logotype

    Antier Solutions

    $10,000+
    $25 - $49 / hr
    250 - 999
    Sahibzada Ajit Singh Nagar, India

    Ability to deliver

    38.5/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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

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

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Artificial Intelligence Development Company FAQs

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

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

  1. BlueLabel

  2. STX Next

  3. eSparkBiz

  4. Quytech

  5. Neoteric

  6. tkxel

  7. blackthorn.ai

  8. NineTwoThree AI Studio

  9. Edvantis

  10. fxis.ai

  11. Fingent

  12. GenAI.Labs USA

  13. Osedea

  14. ServReality

  15. Coherent Solutions

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

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

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

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

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

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

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

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

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

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

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