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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, AI companies in the United Kingdom, or AI agencies in Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: April 1, 2026
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15 Leaders 15 Contenders

21,051 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 84 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    10% CRM Consulting and SI +5 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development

    Simform is a software development company known for delivering custom solutions, including mobile and web app development, system integration, and DevOps. Their reviews highlight a 100% positive feedback rate, with clients praising their responsiveness, technical expertise, and effective project management. Approximately 80% of reviewers emphasize their proactive communication and alignment with company values.

    See all 84 projects

    Reviews mention Honest

    Clients frequently commend Simform for their transparency and honesty throughout project engagements. A CEO noted their commitment to understanding client needs and delivering on expectations, stating, "they communicate early about what it will take" and are "truthful and honest about it." Another client appreciated their responsiveness, highlighting a situation where Simform addressed a missed deadline with assurance and openness. Overall, the sentiment is overwhelmingly positive, emphasizing their reliability and integrity as key differentiators.
    • Web Dev & Database Management for Data Analytics Company
      5.0 Jul 7, 2022

      I'm most impressed with Simform's ability to properly plan things, manage their work, and communicate early about what it will take. They're clearly experienced, understand what's needed, and are truthful and honest about it. I've worked with other developers who didn't quite understand what we wanted, and we ended up with a bigger and more expensive project. With Simform, I don't have to worry about those issues.

      Read Full Review
    • Mobile App Development for Application Company
      5.0 Sep 23, 2020

      Recently, we’ve been getting toward the end of a project. They’re in India, and with COVID, they’ve seen a lot of power outages, Wi-Fi outages, and even illnesses. The team was a little frazzled and missed a deadline, which wasn’t a big deal, but one of the owners stepped in to assure me it wouldn’t happen again and that they would fix it. It was a really great back and forth, and demonstrated that they care about me as a client. I thought that honesty and forthcomingness was fantastic.

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    3 of 4 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 4 times in the past 6 months

    In the last six months, client feedback for Simform has been overwhelmingly positive, highlighting their responsiveness, technical expertise, and structured communication. One client noted their proactive approach and timely delivery of complex projects, while another emphasized the unique blend of technical depth and clear communication. Clients appreciated the team's ability to navigate challenges and deliver on expectations without surprises. Overall, clients expressed high satisfaction, recommending Simform as a reliable partner for software development and digital transformation.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (1)

    What Clients Have Said

    Simform is frequently recognized for providing excellent value for money, with clients noting that their pricing fits budgets while maintaining high quality. A CTO from Estima Scientific remarked on their 'good value for cost,' while a department manager from Eye Recommend appreciated their 'accurate cost estimates' and lack of hidden fees. Overall, clients express satisfaction with the cost-effectiveness of Simform's services, highlighting their ability to deliver quality work on time without exceeding budgets.
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    United States (49) 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

    20% Custom Software Development
    10% AI Development
    10% BI & Big Data Consulting & SI +6 services
    10% Blockchain
    10% Cloud Consulting & SI
    10% Cybersecurity
    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 Communicative

    The sentiment regarding Innowise Group's communication is overwhelmingly positive. Clients consistently praise their responsiveness and proactive engagement. For instance, one client noted, "Innowise delivers on time and on budget, and they communicate well with me," while another highlighted, "Their project management style was highly organized and professional, with a focus on delivering results." Additionally, clients appreciated the ease of communication, with one stating, "Communication was easy and straightforward." Overall, Innowise Group is recognized for its effective and clear communication practices.
    • DevOps Services for Real Estate-Oriented AI-Driven Platform
      5.0 Aug 19, 2024

      Innowise delivers on time and on budget, and they communicate well with me. We generally communicate via Google Chat and emails. We also have periodic video calls via Google Meet or Zoom.

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    • Web3 Interface & Solidity Contracts Dev for Blockchain Co
      5.0 Jan 23, 2024

      Project management was very responsive and communicative. We had on average several calls per week, and more during critical development phases. Industry standard project management methods were used and they were very easy to interact with.

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    • Mobile App Dev for Construction Company
      5.0 Oct 31, 2023

      easy communication and agreeing on specifications and requirements. No. We would like to continue working with them.

      Read Full Review
    • Mobile Application Development for Gaming Company
      5.0 Sep 25, 2023

      Communication was easy and straightforward. If questions arose from their team for ours those were quickly handled via messaging app. If changes arose on our side (api) or on theirs, communication was easy and straightforward.

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    • IT Staff Augmentation for IT Services Company
      5.0 Sep 8, 2023

      Innowise Group’s team was always quick to respond and resolve any issues we faced. The communication was pleasant and efficient, if we asked for something we always quickly received the message that their team is working on the task.

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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, Innowise has received positive feedback for their effective project management and technical solutions. A client highlighted their success in creating a custom database that streamlined reporting processes, noting improvements in labor efficiency and timely deliverables. The client praised Innowise for understanding project requirements and delivering a cost-effective solution, stating, 'They did a better job in all those areas.' Overall, the sentiment is highly favorable, with no noted areas for improvement.
    Read 1 Recent Review

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently praised Innowise Group for their competitive pricing and excellent value for money. Feedback highlighted that their services fit various budgets while delivering high-quality results, as noted by multiple clients who emphasized good cost-to-value ratios. For instance, a CEO mentioned that Innowise's pricing fit their budget and provided great value, while another client appreciated the fair pricing during their ongoing engagement. Overall, the sentiment towards Innowise's cost-effectiveness is overwhelmingly positive, suggesting a strong alignment between quality and affordability.
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    United States (15) Germany (10) Italy (6) England (4) Switzerland (4) Israel (3) Estonia (3) Luxembourg (2) France (2) Ireland (2) Lithuania (1) Qatar (1) Armenia (1) Finland (1) New Zealand (1) Norway (1) Poland (1) Georgia (1) South Africa (1) Sweden (1) Denmark (1) Thailand (1) Belarus (1) Bosnia and Herzegovina (1)
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    BlueLabel Logotype

    BlueLabel

    4.7 69 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 versatile design and technology company specializing in AI and mobile app development, offering services such as workflow automation, mobile solution design, and AI integration. They receive high praise across multiple reviews for their strong project management, timely delivery, and exceptional customer service. Approximately 90% of reviews highlight their excellent culture fit and alignment with company values, while over 80% commend their innovative and strategic approach.

    See all 69 projects

    Reviews mention Trustworthy

    Overall, client feedback indicates that BlueLabel is a highly trustworthy partner. Clients noted the company's ability to build trust quickly and integrate seamlessly into their teams. One client remarked, 'They built trust and alignment faster than most partners we've worked with.' Another highlighted, 'BlueLabel has become meshed with our team, and it feels like they’re part of our organization.' Their consistent on-time delivery and responsive project management further reinforce this sentiment.
    • Firebase Web Services for Mobile Game Development Company
      5.0 Mar 23, 2018

      We needed talented people who we could trust with sensitive data and access to our projects. Blue Label Labs has lived up to both of those expectations and earned the recommendation I received.

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    • Product Design & AI Development for Healthcare Technology Company
      5.0 May 11, 2025

      What stood out most was how quickly they got to know us as a customer. Even though the work was 100% remote, it felt like we were all part of the same team from the very beginning. They built trust and alignment faster than most partners we’ve worked with.

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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 last six months, client feedback for BlueLabel highlights their exceptional communication, timely project delivery, and alignment with client values. A notable review mentioned their impressive ability to modernize workflows and create a comprehensive AI assistant, resulting in a 75% reduction in expert lookup time. Clients praised their customer service, describing it as refreshing and dedicated. Overall sentiment reflects high satisfaction, with clients appreciating the strong partnership and effective solutions provided by BlueLabel.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (25) $200,000 to $999,999 (18) $10,000 to $49,000 (16) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Clients generally perceive BlueLabel as providing strong value for money, often citing their responsiveness and project management as key strengths. For instance, one client highlighted that they were able to cut costs significantly by reducing dispatch calls by over 50% due to effective automation. Another client praised their transparent pricing, noting that they felt the costs were reasonable for the quality delivered. Overall, feedback indicates satisfaction with the balance of cost and quality, though there are mentions of minor communication issues that could be improved.
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    United States (66) Thailand (1) United Arab Emirates (1)
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  • Toil Labs Logotype

    Toil Labs

    Not yet reviewed

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

    Services provided

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

    Toil Labs is a website development company. Their team is in Lucknow, India. The agency focuses on Web Development and Blockchain.

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  • Avizops Solutions Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49
    Ghaziabad, India

    Services provided

    20% AI Consulting
    20% AI Development
    20% Conversion Optimization +2 services
    20% Direct Marketing
    20% Robotics Process Automation

    Direct Marketing company Avizops Solutions was launched in 2023. Located in Ghaziabad, India, the team offers Direct Marketing and Conversion Optimization.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 22 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    35% AI Development
    20% Custom Software Development
    15% AI Agents +2 services
    15% AI Consulting
    15% Generative AI

    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 22 projects

    Reviews mention Easy to work with

    Clients consistently highlight Azumo's ease of collaboration, noting their strong interpersonal skills and effective communication. One client, the CTO of Big Run Studios, emphasized the positive working relationship established through prior engagements, stating, 'The people are great, simple as that.' Additionally, the onboarding of a part-time project manager helped streamline workflows, further enhancing the partnership. Overall, the sentiment surrounding Azumo's approachability and professionalism is overwhelmingly positive.
    • Data Strategy & Analytics for Mobile Game Company
      5.0 Feb 7, 2022

      The workflow started quite smoothly as we were all fairly heads down on the different pieces. This is when we onboarded the part time project manager from Azumo, and now we're back to smooth sailing as he has been able to funnel the requests into a prioritized funnel. The people are great, simple as that. They are all great to work with and excellent at their jobs.

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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    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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    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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    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 Hard working

    Clients have consistently praised December Labs for their hard work and dedication. Notably, one client highlighted a project manager's commitment, stating he addressed an issue even while his wife was in labor. Additionally, the team is recognized for their quick response times, often fixing bugs within 24–48 hours, and their willingness to work through weekends. Overall, the sentiment regarding their hard work is overwhelmingly positive, showcasing their commitment to delivering quality results.
    • 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. They staffed us with the right people at the right times. When new people were introduced to the development, it was always a seamless transition.

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    • Dev for Oilfield Navigation App
      5.0 Jul 6, 2020

      Their team communicates well and meets deadlines. Although, no one’s perfect and we’ve had delays. If the delays become significant, they don’t charge us for the extra time. Their team’s great about working through weekends.

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    Industry Experience

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

    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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

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

    Zenotic Solutions

    Not yet reviewed

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

    Services provided

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

    Founded in 2022, Zenotic Solutions is a small custom software development firm. Their team provides Custom Software Development and Web Development.

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  • Analyiz Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49
    Pune, India

    Services provided

    20% AI Consulting
    20% Computer Engineering
    20% Digital Engineering +2 services
    20% Generative AI
    20% IT Managed Services

    Analyiz is an IT managed services company launched in 2024. The small team focuses on IT managed services and AI Consulting.

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  • Rodgers Almer Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    10 - 49
    San Juan, Puerto Rico

    Services provided

    20% AI Consulting
    20% AI Development
    20% Cloud Consulting & SI +2 services
    20% Conversion Optimization
    20% Web Development

    Based in San Juan, Puerto Rico and New York, New York, Rodgers Almer is a Conversion Optimization company. They focus on Conversion Optimization and cloud consulting & SI and were founded in 2020.

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  • MetroCapital IA Tech Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Providencia, Chile

    Services provided

    20% AI Consulting
    20% AI Development
    20% API Development +2 services
    20% Custom Software Development
    20% Robotics Process Automation

    MetroCapital IA Tech, a custom software development firm, is headquartered in Providencia, Chile and Miraflores, Peru. They provide Custom Software Development and Artificial Intelligence.

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  • Aha Lab Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    New Castle, DE

    Services provided

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

    Aha Lab, a branding company, is headquartered in New Castle, Delaware. The team specializes in Branding and Digital Strategy.

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  • Featured

    What are Featured Providers?

    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 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 development company that specializes in web and mobile app development, UI/UX design, and AI integrations. Reviews indicate a strong reputation for professionalism, timely delivery, and responsive communication, with 100% system uptime and successful project outcomes like increased user retention and reduced bugs. Approximately 80% of clients highlight their project management and communication skills as impressive, while some suggest minor improvements in project management and technical details.

    See all 28 projects

    Average Project Cost Breakdown

    $10,000 to $49,000 (7) $50,000 to $199,999 (5) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently report that Phaedra Solutions offers excellent value for money, with many emphasizing that their pricing aligns well with project budgets. For instance, a general manager noted that their 'pricing fit our budget' and provided 'good value for the cost.' Additionally, the CEO of a legal company highlighted their 'good value for the cost' as a deciding factor for selection. Overall, the sentiment reflects satisfaction with the company's cost-effectiveness while maintaining high-quality deliverables.
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    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    View projects from:

    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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    Growth Loops Technology Private Limited Logotype

    Growth Loops Technology Private Limited

    4.9 51 reviews
    Verified
    $1,000+
    < $25 / hr
    10 - 49
    Kolkata, India

    Services provided

    40% Custom Software Development
    30% AI Development
    30% Mobile App Development

    Growth Loops Technology Private Limited is a versatile software development company specializing in mobile app development, UI/UX design, and AI systems. Receiving overwhelmingly positive feedback, with 100% satisfaction from clients, reviewers consistently commend the company's technical expertise, efficient project management, and commitment to client needs, noting that 70% of clients specifically praise their ability to deliver innovative solutions within budget.

    See all 51 projects

    Industry Experience

    Growth Loops Technology Private Limited has demonstrated significant expertise across various industries, including Insurance, Financial Services, IT Services, Software, Healthcare, Telecommunications, and Advertising & Marketing. Clients commend their strong project management, technical proficiency, and responsiveness, resulting in enhanced user engagement and productivity. Positive sentiments highlight their innovative solutions, budget-friendly pricing, and ability to foresee client needs, establishing them as a reliable partner for organizations seeking effective software and app development.

    Read All Reviews

    Select Industry to see insights

    Insurance Software IT Services Financial services Social Networking Other industries Manufacturing Advertising & marketing Healthcare Construction Real estate Consulting Business services Telecommunications

    More responsive than most other service providers

    Growth Loops Technology Private Limited 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 (14) England (6) Canada (1) Denmark (1) France (1) Switzerland (1) Thailand (1) Ukraine (1)
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    S-PRO Logotype

    S-PRO

    4.9 46 reviews
    Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    35% Web Development
    25% AI Development
    15% Mobile App Development +4 services
    10% Blockchain
    10% Custom Software Development
    3% AI Consulting
    2% IT Strategy Consulting

    S-PRO is a software development company specializing in custom software solutions, mobile and web applications, and integration of modern technologies like blockchain and fintech platforms. Reviews indicate a highly satisfied clientele, with 100% positive feedback highlighting their flexibility, professionalism, and exceptional project management skills. Around 90% of reviewers commend their adaptability to specific client needs and their robust communication, even amidst challenging circumstances such as the geopolitical situation in Ukraine.

    See all 46 projects

    Reviews mention Communicative

    Clients consistently commend S-PRO for their excellent communication skills and responsiveness throughout project engagements. They highlight the team's proactive approach, regular updates, and adaptability to client needs. For instance, one client noted that S-PRO's communication was 'smooth throughout the project,' while another emphasized their 'excellent communication' and 'availability.' Overall, the sentiment regarding S-PRO's communicative nature is overwhelmingly positive, reflecting their commitment to maintaining strong client relationships.
    • Custom Software Dev for FinTech Company
      5.0 Feb 15, 2023

      We manage the project on our side, but S-PRO’s team is very integrated into our company. We talk daily, so communication is excellent. They’re very responsive and available when needed.

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    • UI/UX Design for Renewable Energy Marketplace
      5.0 Jul 26, 2022

      They are very diligent in communication, and they set up regular touch-points to manage expectations well.

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    • Mobile & Browser App Dev for Healthcare IT Company
      5.0 Apr 29, 2022

      S-PRO has been excellent in terms of project management. They have thorough and excellent communication. Even when I’m not clear on what their task is, they can still communicate with me.

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    • Multi-Product Software Dev for PropTech SaaS Company
      5.0 Apr 15, 2022

      We work pretty closely to flush out the requirements, and we’re now constantly chatting through Telegram. They’re highly communicative and collaborative.

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    • Inventory Management System Dev for E-Commerce Company
      5.0 May 20, 2021

      We usually communicate through Skype, and we’ve used Trello when we’ve been actively developing new tasks. The feedback we’ve gotten from them has been easy to navigate.

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    Industry Experience

    S-PRO has demonstrated expertise across various industries, notably in Financial Services, Software, Consulting, and Healthcare. In Financial Services, clients praised their robust development of fintech solutions, highlighting responsiveness and innovation. In Software, they were commended for custom app development and design quality. Consulting firms valued S-PRO’s strategic insights for system integrations. Overall, clients express strong satisfaction with S-PRO's technical capabilities, communication, and project management, making them a suitable choice for industries requiring tailored digital solutions.

    Read All Reviews

    Select Industry to see insights

    Energy & natural resources Advertising & marketing Consulting Financial services Software Healthcare Real estate Business services Food & Beverages Retail Nonprofit IT Services Arts, entertainment & music Telecommunications Utilities Environmental Services Information technology Media Manufacturing Human Resources Consumer Products Sports

    Average Project Cost Breakdown

    $50,000 to $199,999 (17) $10,000 to $49,000 (13) $200,000 to $999,999 (9) Less than $10,000 (3) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    S-PRO is frequently praised for offering good value for money, with clients noting their competitive pricing relative to the quality of service provided. For instance, one client highlighted that S-PRO delivered great results within budget constraints, while another remarked on their flexibility and responsiveness to project needs. Overall sentiment reflects satisfaction with the cost-effectiveness of their services, as multiple clients indicated that S-PRO's pricing was reasonable given the high caliber of their work.
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    View projects from:

    United States (9) Germany (5) England (5) Switzerland (3) Canada (3) Australia (3) France (2) Ireland (2) Norway (2) Ukraine (2) Latvia (1) Poland (1) Lithuania (1) Jordan (1)
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  • The Squirrel Logotype

    The Squirrel

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49

    Services provided

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

    The Squirrel, a website development firm, was founded in 2024. The agency offers Web Development and Mobile App Development, and is small.

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  • Innovations Kernelor Inc. Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49
    Québec, Canada

    Services provided

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

    Headquartered in Québec, Canada, Innovations Kernelor Inc. Is a small Cybersecurity company. Their services include Cybersecurity and IT managed services.

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  • Featured

    What are Featured Providers?

    CodeNinja Logotype

    CodeNinja

    5.0 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    250 - 999
    Dallas, TX

    Services provided

    50% AI Development
    25% Custom Software Development
    25% IT Staff Augmentation

    CodeNinja is a versatile technology company specializing in AI, web, and mobile application development, often serving as a strategic partner for diverse industries. The company consistently receives positive feedback for its responsive, innovative, and client-focused project management, with over 95% of reviews highlighting their timely delivery and adaptability. Clients frequently commend CodeNinja's ability to align technical expertise with strategic objectives, enhancing operational efficiency and expanding market presence.

    See all 53 projects

    Reviews mention Patient

    The overall sentiment regarding CodeNinja Consulting Inc. reflects a positive experience, particularly highlighting their patience and cooperation throughout the project. A client noted, "The patience and cooperation throughout the project are what makes this company unique." This feedback underscores their ability to effectively manage client relationships and adapt to project needs, further contributing to the success of the collaboration.
    • Digital Marketing for Internet Media Company
      5.0 Jan 29, 2022

      The patience and cooperation throughout the project are what makes this company unique.

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

    Reviewed 1 time in the past 6 months

    In recent reviews, clients have praised CodeNinja for their effective project management and responsiveness to evolving needs. One CEO highlighted their successful delivery of a ZATCA-compliant accounting system, achieving certification and ensuring accuracy in VAT calculations. Communication was noted as transparent and proactive, facilitating smooth project execution. Overall sentiment reflects strong satisfaction, with clients expressing eagerness to collaborate again in the future, indicating a solid fit for complex regulatory projects.
    Read 1 Recent Review

    Average Project Cost Breakdown

    $10,000 to $49,000 (19) Less than $10,000 (16) $50,000 to $199,999 (6) $200,000 to $999,999 (4)

    What Clients Have Said

    Clients consistently highlight CodeNinja's competitive pricing and overall value for money. For instance, one CEO noted that their pricing fit their budget and aligned with their project goals, while another client emphasized the good value for cost. Feedback reflects a strong sentiment that CodeNinja delivers high-quality solutions within budget constraints, often exceeding expectations in project delivery and responsiveness, contributing to their reputation as a reliable partner in various sectors.
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    View projects from:

    Pakistan (20) Saudi Arabia (10) United States (4) England (3) United Arab Emirates (3) Canada (2) Singapore (1) Sweden (1) Switzerland (1) Thailand (1) Netherlands (1) India (1) Chile (1)
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    LANARS Logotype

    LANARS

    5.0 15 reviews
    Verified
    $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 comprehensive technology solutions provider specializing in mobile and web app development, cloud services, and integration of advanced technologies such as AI and IoT. The reviews highlight their exceptional project management, flexibility, and ability to meet deadlines, with a 100% satisfaction rate reported across various projects. Many clients commend LANARS for their effective communication and adaptability to changing project scopes, making them a reliable partner for complex and evolving digital solutions.

    See all 15 projects
    2 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Recent reviews highlight LANARS' expertise in app development and project management, with clients praising their ability to deliver quality solutions on time despite shifting project scopes. One client noted a 37% increase in conversion rates due to LANARS' AI-powered translation platform, while another appreciated the professional execution of an inspection app. Overall, sentiment is highly positive, with requests for improved communication in Norwegian being the only noted area for enhancement.
    Read 2 Recent Reviews

    Industry Experience

    LANARS has demonstrated strong expertise across various industries, including construction, manufacturing, information technology, financial services, and business services. Clients have praised their ability to deliver tailored solutions, such as mobile and web applications, with a focus on user experience and technical robustness. Overall sentiment is highly positive, highlighting their effective communication, project management, and adaptability. Industries such as IT and financial services show particular strength, making LANARS a suitable choice for clients seeking reliable development partnerships.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Financial services Business services Construction Information technology

    Average Project Cost Breakdown

    $50,000 to $199,999 (4) $10,000 to $49,000 (3) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently express satisfaction with LANARS' cost and value for money. Many reviewers noted that LANARS provided high-quality work that justified their pricing, with one client stating, "their pricing fit our budget, and they offered good value for the cost." Another remarked on their honesty regarding estimates, stating, "they gave us a very good quote in the beginning to compete with other agencies." Overall, the sentiment reflects that LANARS delivers significant value relative to their pricing.
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    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (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 Personable

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

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

      Read Full Review
    Read All Reviews
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    Recent client feedback for Imobisoft highlights their exceptional responsiveness and technical expertise, particularly in developing a comprehensive app for the transport coaching industry. Clients commend the team's ability to meet deadlines, stay within budget, and provide insightful suggestions for improving user experience. The project's ongoing testing phase has yielded positive results, with clients noting effective communication and quick resolution of issues. Overall, the sentiment is highly favorable, with clients expressing satisfaction and confidence in Imobisoft's capabilities.
    Read 1 Recent Review

    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.
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    More responsive than most other service providers

    Imobisoft 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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  • Palomar Group LLC Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49
    Washington, DC

    Services provided

    30% AI Agents
    30% AI Development
    30% BI & Big Data Consulting & SI +1 service
    10% AI Consulting

    Palomar Group LLC, a small AI firm, is located in Washington, District of Columbia. Their services include Artificial Intelligence and AI Agents.

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  • AVECU GmbH Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Nürnberg, Germany

    Services provided

    20% AI Development
    20% IT Strategy Consulting
    10% AI Consulting +6 services
    10% BI & Big Data Consulting & SI
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Generative AI
    5% IoT Development
    5% Mobile App Development

    In Nürnberg, Germany, AVECU GmbH is an IT strategy consulting company. They offer IT strategy consulting and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    SolveIt Logotype

    SolveIt

    5.0 50 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    Warszawa, Poland

    Services provided

    60% Mobile App Development
    15% UX/UI Design
    15% Web Development +1 service
    10% AI Development

    SolveIt is a versatile software development company offering services in mobile app development, web solutions, AI integration, and e-commerce design. With a focus on adaptability and technical expertise, SolveIt maintains a 100% positive feedback rate, with clients frequently praising their proactive communication, timely delivery, and the ability to meet or exceed project expectations.

    See all 50 projects

    Industry Experience

    SolveIt demonstrates exceptional expertise across various industries, notably Information Technology, Healthcare, Real Estate, Food & Beverage, and Business Services. Clients commend their adaptability, technical proficiency, and proactive communication. In IT and Healthcare, they excel in app development and AI integration, while in Real Estate, they enhance property management solutions. The Food & Beverage sector appreciates their e-commerce capabilities. Overall, clients express high satisfaction, highlighting SolveIt's ability to deliver on time and align with company values, making them a strong partner for diverse projects.

    Read All Reviews

    Select Industry to see insights

    Food & Beverage Other Industry Energy & natural resources Real estate Healthcare Arts, entertainment & music Sports Beauty & Cosmetics Media Gambling Software Dental IT Services Information technology Consulting Consumer Products Transportation Business services

    Average Project Cost Breakdown

    $10,000 to $49,000 (16) $50,000 to $199,999 (12) Less than $10,000 (3) $200,000 to $999,999 (3)

    What Clients Have Said

    Clients consistently praise SolveIt for offering excellent value for money, highlighting that their pricing fits within budgets while delivering high-quality results. One client noted, "SolveIt had high ratings, and their pricing fit our budget, offering good value for the cost." Another stated, "SolveIt exceeded expectations and delivered on time, making their services worth every penny." Overall, the sentiment reflects a strong appreciation for the affordability and quality of services provided.
    Read All Reviews

    More responsive than most other service providers

    SolveIt 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:

    United States (14) Belarus (5) Sweden (4) Poland (3) Lithuania (2) Estonia (2) Spain (2) Belgium (1) Germany (1) Moldova (1) Norway (1) Ireland (1) South Africa (1) Iceland (1) Cyprus (1) Switzerland (1) Egypt (1) Bulgaria (1)
    View Profile Visit Website
    Leobit Logotype

    Leobit

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

    Services provided

    35% Custom Software Development
    30% AI Development
    15% Web 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
    2 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, clients have praised Leobit's exceptional project management and technical expertise. One CEO highlighted their ability to deliver projects ahead of schedule and bring innovative ideas to enhance concepts. A Development Director commended their flexibility in adapting to changing requirements and maintaining clear communication. Overall, sentiment is overwhelmingly positive, with no significant areas for improvement identified, reinforcing Leobit's reputation for quality and reliability in software development.
    Read 2 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (14) $10,000 to $49,000 (9) $200,000 to $999,999 (7) Less than $10,000 (5)

    What Clients Have Said

    Clients consistently highlight Leobit's competitive pricing and exceptional value for money. Feedback indicates that their pricing fits various budgets while delivering high-quality results. One client noted, 'Good value for cost' and another emphasized their flexibility in optimizing project costs for a non-profit organization. Overall, the sentiment reflects satisfaction with the balance between cost and the quality of service provided, affirming Leobit as a reliable partner for software development.
    Read All Reviews
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    AgileEngine Logotype

    AgileEngine

    5.0 58 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Boca Raton, FL

    Services provided

    30% Custom Software Development
    20% UX/UI Design
    15% AI Development +3 services
    15% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    AgileEngine is a technology development company that specializes in software engineering, platform modernization, and custom solutions. Reviewers consistently praise their project management skills, reliability, and responsiveness, with over 90% noting their high-quality output and commitment to client success. Additionally, AgileEngine's competitive pricing and ability to align with client values are frequently highlighted.

    See all 58 projects

    Industry Experience

    AgileEngine demonstrates strong capabilities across various industries including IT Services, Education, Healthcare, and Environmental Services. In IT, they excel in developing custom software solutions and augmenting teams, while in Education, they build data management tools that enhance analytics. Clients across sectors report high-quality deliverables, effective communication, and a strong commitment to project success. Overall, AgileEngine is well-regarded for its adaptability and technical expertise, making them a solid choice for companies in need of robust development support.

    Read All Reviews

    Select Industry to see insights

    IT Services Consulting Environmental Services Advertising & marketing Healthcare Business services Arts, entertainment & music Information technology eCommerce Financial services Software Automotive Media Retail Publishing Gambling Food & Beverages Transportation Telecommunications Agriculture Manufacturing Research Education

    Average Project Cost Breakdown

    $50,000 to $199,999 (15) $200,000 to $999,999 (12) $10,000 to $49,000 (5) $1,000,000 to $9,999,999 (3)

    What Clients Have Said

    Clients consistently commend AgileEngine for their competitive pricing and exceptional value, with many noting that their costs fit within budgets while maintaining high-quality output. For instance, one CTO highlighted that AgileEngine has maintained very competitive costs over the years, emphasizing that their pricing aligns well with the quality of service provided. Overall, the sentiment reflects strong satisfaction regarding the balance of cost and quality, with multiple clients expressing that AgileEngine delivers results that exceed expectations.
    Read All Reviews

    More responsive than most other service providers

    AgileEngine 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:

    United States (49) Canada (4) Bulgaria (1) England (1)
    View Profile Visit Website
  • SSCX Technovation (PT SSCX Teknovasi Prima) Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Jakarta, Indonesia

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Generative AI +3 services
    20% Mobile App Development
    10% IT Strategy Consulting
    10% UX/UI Design

    SSCX Technovation (PT SSCX Teknovasi Prima) is a software development firm located in Jakarta, Indonesia. Their services include Custom Software Development and Mobile App Development.

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  • Deep Vision Systems Logotype

    Not yet reviewed

    $50,000+
    $200 - $300 / hr
    10 - 49
    Tel Aviv-Yafo, Israel

    Services provided

    20% AI Consulting
    20% AI Development
    20% Content Moderation Services +2 services
    20% Custom Software Development
    20% Data Annotation Services

    Deep Vision Systems is a Tel Aviv-Yafo, Israel-based software development firm. Their services include Custom Software Development and Artificial Intelligence.

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  • Pixelum Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49
    Chicago, IL

    Services provided

    20% AI Consulting
    20% AI Development
    20% API Development +2 services
    20% Content Marketing
    20% UX/UI Design

    Pixelum, a Content Marketing company, was launched in 2024. The team provides Content Marketing and UX/UI Design and is located in Chicago, Illinois.

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  • SakmanAI Logotype

    SakmanAI

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    10% AI Consulting
    10% BI & Big Data Consulting & SI +6 services
    10% Business Consulting
    10% CRM Consulting and SI
    10% Generative AI
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Other IT Consulting and SI

    SakmanAI, an artificial intelligence development company, was launched in 2024. The firm specializes in Artificial Intelligence and IT strategy consulting.

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  • Vertek Global / Medclinic AI Logotype

    Vertek Global / Medclinic AI

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

    30% AI Development
    15% API Development
    15% Custom Software Development +4 services
    10% AI Consulting
    10% Application Testing
    10% IoT Development
    10% Web Development

    Located in Sheridan, Wyoming, Vertek Global / Medclinic AI is an AI firm. Their services include Artificial Intelligence and Custom Software Development.

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  • Nicor AI Logotype

    Nicor AI

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49

    Services provided

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

    Nicor AI is a software development firm. The firm is located in Thiruvananthapuram, India. Their team focuses on Custom Software Development and Web Development.

    Read more
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  • JAM Creative Consulting Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49
    Wilmington, DE

    Services provided

    20% AI Development
    20% Digital Strategy
    20% Direct Marketing +2 services
    20% Generative AI
    20% Search Engine Optimization

    JAM Creative Consulting is a Direct Marketing company. The Wilmington, Delaware-based company was launched in 2023. Their services include Direct Marketing and Digital Strategy.

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  • Software Sushi, Inc Logotype

    Software Sushi, Inc

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    10 - 49

    Services provided

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

    Software Sushi, Inc is a small web development firm. They provide Web Development and Mobile App Development and were established in 2012.

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  • Astronus Tech LLC Logotype

    Astronus Tech LLC

    Not yet reviewed

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

    Services provided

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

    Astronus Tech LLC, a small cloud consulting & SI company, is in Sheridan, Wyoming. The team provides cloud consulting & SI and Custom Software Development.

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  • STR Softwaers Logotype

    STR Softwaers

    Not yet reviewed

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

    Services provided

    60% Web Development
    40% AI Development

    STR Softwaers, a web development company, was launched in 2021. The firm offers Web Development and Artificial Intelligence.

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  • Winger IT Soltions Logotype

    Winger IT Soltions

    Not yet reviewed

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

    Services provided

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

    In Bengaluru, India, Winger IT Soltions is a small software development company. The team focuses on Custom Software Development and Web Development.

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  • HelpLyncs Logotype

    HelpLyncs

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Development
    20% Call Center Services +2 services
    20% Mobile App Development
    20% Search Engine Optimization

    HelpLyncs, a SEO agency, was launched in 2023. The agency specializes in Search Engine Optimization and Mobile App Development.

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  • Nextgensoft Technologies LLP Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49
    Ahmedabad, India

    Services provided

    25% AI Development
    15% Generative AI
    10% Application Testing +5 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% DevOps Managed Services
    10% Microservices Architecture Services
    10% Mobile App Development

    Nextgensoft Technologies LLP is an artificial intelligence company. Headquartered in Ahmedabad, India, the team specializes in Artificial Intelligence and Generative AI.

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  • Adinovi Logotype

    Adinovi

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Development
    20% Compliance Consulting +2 services
    20% Cybersecurity
    20% IT Strategy Consulting

    Adinovi is a Budhanilkantha, Nepal-based IT strategy consulting company. The team focuses on IT strategy consulting and Cybersecurity.

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  • Codeket Logotype

    Codeket

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49

    Services provided

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

    Located in Katsina, Nigeria, Codeket is a small software development firm. The team provides Custom Software Development and Web Development.

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  • UAI Labs Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Tallinn, Estonia

    Services provided

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

    Founded in 2023, UAI Labs, a small IT strategy consulting company, is based in Tallinn, Estonia. Their services include IT strategy consulting and Artificial Intelligence.

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  • Liquid Mash Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Sandton, South Africa

    Services provided

    20% AI Consulting
    20% AI Development
    20% Branding +2 services
    20% Customer Service Outsourcing
    20% IT Managed Services

    Liquid Mash is a branding firm. The firm is in Sandton, South Africa. Their team focuses on Branding and IT managed services.

    Read more
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  • Codefinity Solutions Logotype

    Codefinity Solutions

    Not yet reviewed

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

    Services provided

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

    Codefinity Solutions is a software development firm. The Houston, Texas-based team specializes in Custom Software Development and Web Development.

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  • BiAi Software Pty Ltd Logotype

    BiAi Software Pty Ltd

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Accounting
    20% ERP Consulting and SI +3 services
    20% Generative AI
    10% Custom Software Development
    10% Web Design

    BiAi Software Pty Ltd is an ERP consulting and SI company launched in 2024. Their services include ERP consulting and SI and Custom Software Development.

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  • SpikeTech Logotype

    SpikeTech

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Development
    20% IT Strategy Consulting +2 services
    20% Mobile App Development
    20% Web Development

    IT strategy consulting company SpikeTech is in Gurugram, India. The team provides IT strategy consulting and Web Development.

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  • SCALIXITY PRIVATE LIMITED Logotype

    SCALIXITY PRIVATE LIMITED

    Not yet reviewed

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

    Services provided

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

    SCALIXITY PRIVATE LIMITED is a website development firm. They focus on Web Development and Mobile App Development and are based in Indore, India.

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  • Viewnear Logotype

    Viewnear

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49

    Services provided

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

    Viewnear is a small cloud consulting & SI company in San Antonio, Texas and San Pedro Garza García, Mexico. The team focuses on cloud consulting & SI and IT managed services.

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  • AIDigitalEngine Logotype

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Blockchain
    20% Web Development

    AIDigitalEngine, a web development firm, was established in 2021. The firm provides Web Development and Artificial Intelligence.

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  • Better Aotearoa Logotype

    Better Aotearoa

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    10 - 49

    Services provided

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

    Located in Auckland, New Zealand, Better Aotearoa is a small web design company. The team specializes in Web Design and UX/UI Design.

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  • Arroact Technologies Logotype

    Not yet reviewed

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

    Services provided

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

    Arroact Technologies, a small software development company, is headquartered in Ahmedabad, India. Their services include Custom Software Development and Web Development.

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  • TechZilla Digital Solutions LLC Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Humble, TX

    Services provided

    15% AI Consulting
    15% Blockchain
    15% Generative AI +6 services
    10% AI Agents
    10% AI Development
    10% AR/VR Development
    10% Custom Software Development
    10% IT Strategy Consulting
    5% Web Development

    TechZilla Digital Solutions LLC is a small Humble, Texas-based Blockchain company. Their services include Blockchain and AI Consulting.

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  • Xublime Technologies Logotype

    Xublime Technologies

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49

    Services provided

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

    Software development firm Xublime Technologies is located in Sahibzada Ajit Singh Nagar, India. Founded in 2025, the team offers Custom Software Development and Web Development.

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  • Umti Tech Solutions Logotype

    Umti Tech Solutions

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Generative AI
    20% Web Development +6 services
    15% AI Agents
    5% E-Commerce Development
    5% Graphic Design
    5% Logo
    5% Mobile App Development
    5% Other Application Development

    Umti Tech Solutions is a web development company. The Darkhast Jamal Khan, Pakistan-based agency was founded in 2024. Their services include Web Development and Artificial Intelligence.

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  • Vsenk Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Clermont, FL

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +3 services
    20% Web Development
    10% Custom Software Development
    10% IT Staff Augmentation

    Vsenk is a small Clermont, Florida-based artificial intelligence company. The team specializes in Artificial Intelligence and AI Consulting.

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  • Digital AIML Systems Pvt Ltd Logotype

    Digital AIML Systems Pvt Ltd

    Not yet reviewed

    $1,000+
    $300+ / hr
    10 - 49

    Services provided

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

    Digital AIML Systems Pvt Ltd is a Pune, India-based custom software development company. Established in 2025, the team focuses on Custom Software Development and Web Development.

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  • Brevocity Solutions Group Logotype

    Brevocity Solutions Group

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% API Development +2 services
    20% Business Consulting
    20% IT Staff Augmentation

    Brevocity Solutions Group is a Sacramento, California-based IT staff augmentation company. They offer IT staff augmentation and Artificial Intelligence and were founded in 2011.

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  • Naksys Global Technologies India Pvt Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bengaluru, India

    Services provided

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

    Small web development company Naksys Global Technologies India Pvt Ltd, is in Bengaluru, India. The team specializes in Web Development and Mobile App Development.

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  • EFFICIANT Logotype

    EFFICIANT

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% Cybersecurity
    20% Generative AI +2 services
    20% IT Staff Augmentation
    20% IT Strategy Consulting

    EFFICIANT is an IT strategy consulting company established in 2025. Based in Paris, France, the team offers IT strategy consulting and Cybersecurity.

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  • Thinkhumble Creative Solutions Pvt. Ltd. Logotype

    Thinkhumble Creative Solutions Pvt. Ltd.

    Not yet reviewed

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

    Services provided

    40% Generative AI
    30% Recruiting
    20% Talent Representation +1 service
    10% AI Agents

    Thinkhumble Creative Solutions Pvt. Ltd. Is a Generative AI company located in Pune, India. They focus on Generative AI and Recruiting.

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  • Cloudcoder Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Colombo, Sri Lanka

    Services provided

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

    Cloudcoder is a software development company. They are headquartered in Colombo, Sri Lanka and have small team of experts. Their services include Custom Software Development and Web Development.

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  • CodesenSys Logotype

    CodesenSys

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Blockchain +2 services
    20% Generative AI
    20% Web Development

    Website development company CodesenSys is based in Lahore, Pakistan. Their services include Web Development and Artificial Intelligence.

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  • Vivato Logotype

    Vivato

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% CRM Consulting and SI +2 services
    20% Custom Software Development
    20% ERP Consulting and SI

    Established in 2014, Vivato is a CRM consulting and SI company. The small team provides CRM consulting and SI and ERP consulting and SI.

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  • Graphik AI Logotype

    Graphik AI

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +2 services
    20% Generative AI
    20% Mobile App Development

    Graphik AI is a software development firm. They specialize in Custom Software Development and Mobile App Development and were founded in 2022. The company is in Bengaluru, India.

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  • AI Workfllow Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Mumbai, India

    Services provided

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

    AI Agents company AI Workfllow was launched in 2025. The team offers AI Agents and Artificial Intelligence and is located in Mumbai, India.

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Why Trust Clutch

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

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

List of the Best Artificial Intelligence Companies

  2. 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
  5. 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
  6. 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

    35% AI Development
    65% Other
    View Profile Visit Website
  9. DigitalSuits Logotype

    DigitalSuits

    $5,000+
    $25 - $49 / hr
    50 - 249
    Miami, FL

    Ability to deliver

    39.3/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  10. tkxel Logotype

    tkxel

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

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  11. Fingent Logotype

    Fingent

    $25,000+
    $25 - $49 / hr
    250 - 999
    White Plains, NY

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  12. Valere Logotype

    Valere

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

    Ability to deliver

    38.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    75% AI Development
    25% Other
    View Profile Visit Website
  13. 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

    30% AI Development
    70% Other
    View Profile Visit Website
  14. 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
  15. ServReality Logotype

    ServReality

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

    Ability to deliver

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

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  16. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

    $50,000+
    $50 - $99 / hr
    250 - 999
    London, England

    Ability to deliver

    38.5/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

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

    Rootquotient

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

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  18. CodeNinja Logotype

    CodeNinja

    $25,000+
    $25 - $49 / hr
    250 - 999
    Dallas, TX

    Ability to deliver

    38.4/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.4/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  20. The NineHertz Logotype

    The NineHertz

    $25,000+
    $50 - $99 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

    39.2/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  22. BotsCrew Logotype

    BotsCrew

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

    Ability to deliver

    38.1/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    100% AI Development
    View Profile Visit Website
  25. Abto Software Logotype

    Abto Software

    $10,000+
    $25 - $49 / hr
    250 - 999
    L'viv, Ukraine

    Ability to deliver

    38/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

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

    Deviniti

    $25,000+
    $50 - $99 / hr
    250 - 999
    Wrocław, Poland

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  27. Zallpy Digital Logotype

    Zallpy Digital

    $5,000+
    $25 - $49 / hr
    250 - 999
    Frisco, TX

    Ability to deliver

    37.9/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  28. Scopic Logotype

    Scopic

    $10,000+
    $50 - $99 / hr
    250 - 999
    Marlborough, MA

    Ability to deliver

    38.7/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  29. Appinventiv Logotype

    Appinventiv

    $50,000+
    $25 - $49 / hr
    1,000 - 9,999
    Noida, India

    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
  30. AnyforSoft Logotype

    AnyforSoft

    $25,000+
    $25 - $49 / hr
    50 - 249
    Sarasota, FL

    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

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Updated March 31, 2026
Ryan Walton

How teams actually use AI in strategy, moving from dashboards to decisions, spotting early signals, and turning models into measurable outcomes without...

Artificial Intelligence Thought Leadership
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The Emerging Relationship Between Social Media and AI

Updated March 11, 2026
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As more customers rely on AI for recommendations, discover how AI-driven social discovery can make your content more visible.

Artificial Intelligence Lead Generation
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How to Protect Yourself from AI Scams

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AI scams are getting harder to detect. Learn how to protect yourself with these practical steps.

Artificial Intelligence Thought Leadership

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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