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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 and Top AI Consultants to start automating and streamlining even further.
Ratings Updated: October 4, 2026
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30,553 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 88 reviews
    Premier Verified Clutch Guarantee
    $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 versatile software development company specializing in mobile app development, web application enhancements, and software modernization. The reviews reflect an overwhelmingly positive sentiment, with approximately 90% praising their project management, technical expertise, and responsiveness. Clients appreciate Simform's ability to integrate with in-house teams and their commitment to long-term quality, though some suggest improvements in project requirement clarity and documentation.

    See all 88 projects

    Reviews mention Exceeds expectations

    Simform has consistently exceeded client expectations, demonstrating strong performance and effective project management. Clients have praised Simform for their ability to provide the right resources at the right time and for their proactive approach in partnership. Specific feedback highlights their impressive capability to address historical outsourcing challenges, with a commitment to collaborative growth. Overall, clients express high satisfaction with the outcomes and the professional manner in which Simform operates.
    • Staff Augmentation for E-Commerce Marketing Platform
      5.0 Jul 4, 2023

      The engineers from Simform have met or exceeded expectations in the work they have delivered. Simform provides all the necessary management resources in a timely and professional manner. All levels of the business relationship have been served and we've been in conversation with senior figures regularly within Simform as we guide the program together.

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    • UI/UX Design & Custom Software Development for HR Firm
      5.0 May 10, 2022

      Simform has done an exceptional job, exceeding expectations. This project is a huge step out of our comfort zone, and we’ve been very conservative with the budget, keeping almost everything in-house. For this reason, we first tried them out piecemeal, and we’ve engaged them with the full boat because we’re so pleased with their work.

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

    Reviewed 3 times in the past 6 months

    Simform has received positive feedback from clients over the past six months, highlighting their collaborative approach and strong communication practices. Clients noted their effective project management and timely delivery, despite some challenges with evolving requirements. One client praised Simform for their dedication to understanding project needs, while another emphasized their attention to detail. Overall, clients appreciate Simform's commitment to quality and partnership, viewing them as a strategic ally in achieving long-term goals.
    Read 3 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (15) Less than $10,000 (1)

    What Clients Have Said

    Simform is recognized for providing good value for money, with clients frequently noting that their pricing aligns well with project budgets. Feedback highlights instances where Simform's cost-effectiveness allowed organizations to achieve significant project goals without overspending. Clients appreciated the transparency in pricing and the absence of hidden costs, contributing to a positive overall perception of value. However, there were occasional concerns about project delays and communication, which impacted perceptions of value in specific instances.
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    United States (51) 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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    Wizard Labs Logotype

    Wizard Labs

    5.0 7 reviews
    Premier Verified Clutch Guarantee
    $50,000+
    $100 - $149 / hr
    10 - 49
    Vancouver, Canada

    Services provided

    30% AI Development
    30% Custom Software Development
    20% AI Consulting +1 service
    20% Generative AI

    Wizard Labs is a technology consultancy specializing in AI and machine learning solutions. The overall feedback from their reviews is overwhelmingly positive, with 100% of clients praising their project management and technical expertise. Approximately 90% of reviewers highlight the professionalism and depth of knowledge demonstrated by Maz, the founder, in guiding projects efficiently. Clients appreciate their capacity to deliver high-quality, scalable products on time and within budget, with no significant areas for improvement noted.

    See all 7 projects

    Industry Experience

    Wizard Labs has demonstrated strong expertise across multiple industries, including business services, customer communication, franchising, AI automation, and information technology. Clients highlight their exceptional project management and AI/ML capabilities, with positive feedback on the quality of deliverables and responsiveness. The overall sentiment is highly favorable, particularly in AI-driven projects, suggesting Wizard Labs is well-suited for clients seeking innovative solutions in tech-heavy environments.

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    Select Industry to see insights

    Wellness & Fitness Software Logistics & Supply Chain Information technology Business services

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently express satisfaction with Wizard Labs' pricing, noting it aligns well with their budgets while delivering exceptional value. One client highlighted that their 'pricing fit our budget and offered good value for the cost,' while another remarked on their 'good value for cost' and 'high-quality software that exceeded expectations.' Overall, feedback indicates that Wizard Labs is perceived as a cost-effective partner that provides high-quality results without sacrificing service.
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    More responsive than most other service providers

    Wizard Labs 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 (3) Canada (2)
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    Goji Labs Logotype

    Goji Labs

    5.0 91 reviews
    Premier Verified
    $50,000+
    $150 - $199 / hr
    50 - 249
    Los Angeles, CA

    Services provided

    50% Mobile App Development
    20% Custom Software Development
    10% AI Development +2 services
    10% UX/UI Design
    10% Web Development

    Goji Labs is a versatile software development company specializing in mobile and web applications, known for its strategic approach and strong project management. Reviews highlight their impressive communication and accountability, with 90% of clients praising their responsiveness and collaborative nature. While some desire faster issue resolutions, the company's focus on client needs and strategic decision-making is consistently appreciated.

    See all 91 projects

    Reviews mention Transparent

    Goji Labs has received positive feedback regarding its transparency and communication throughout various projects. Clients noted the company's proactive approach to addressing issues, maintaining clear and consistent communication, and adapting to evolving project needs. One client highlighted Goji's willingness to provide honest feedback and strategic insights, which fostered a collaborative environment. Overall, clients appreciated the transparency in project management, which contributed to a strong sense of trust and partnership.
    • Mobile App Dev for Nonprofit Organizations' Funding Platform
      5.0 Aug 7, 2024

      A lot of the infrastructure was set up on Goji Labs' own environment, which meant we did not have ownership of the database and other services that our app relies on, including the codebase. I think that they should offer the infrastructure and hosting ownership to the client, and let them decide how they prefer to set it up (owned by the client or by Goji Labs). Or at least discuss this upfront, this was something we felt was not very transparent and we were not given any options.

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    • Custom CRM Build for Educational Nonprofit
      5.0 Aug 25, 2020

      Goji Labs has really knocked it out of the park. They are super communicative. David met with our staff who is working on this project 1–3 times a week when we were getting close to launch, and now they meet once a week. When I have questions about billing or budget, I don’t hesitate to ask David. He is really transparent about where the cost is coming from.

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    • Database Development for Medical Startup
      5.0 Sep 12, 2019

      The lead developer managed the project excellently across the board, keeping us up to date on his progress. He provided further explanations on his technical processes, which was helpful in my effort to fully grasp everything. We appreciated their level of transparency throughout the entirety of the project.

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    • Development for a Coworking Space
      5.0 Feb 8, 2019

      They were incredibly transparent, allowing me to immediately see the results of their work and what they had come up with. We had a complex system of various teams and partners, and they fit perfectly into that environment, never causing a bottleneck or delay. Their team was always available and easy to get a hold of.

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    • Software Development for Production Management Platform
      5.0 Jan 30, 2019

      Their transparency stands out. They really want to understand the products that you're trying to build. I could have made a functional prototype for a lot less money. However, I still would need to hire a tech team to make the product. Goji Labs suggested we skip the prototype and go directly for the product.

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    Industry Experience

    Goji Labs has demonstrated expertise across diverse industries including media, arts, entertainment, medical, and education. Clients commend their strategic approach and effective communication, highlighting improvements in user engagement and revenue through tailored solutions. Positive feedback reflects their strengths in project management, responsiveness, and adaptability, making them a valuable partner for businesses seeking innovative digital solutions, particularly in media and educational technology.

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    Select Industry to see insights

    Social Networking Fitness Medical Arts, entertainment & music Information technology Research Nonprofit Sports Gaming Non-profit Consumer products & services Software Advertising & marketing Education Design Transportation Manufacturing Telecommunications Environmental Services Healthcare Business services IT Services Consulting Financial services Wellness & Fitness Other industries Hospitality & leisure Consumer Products Real estate Other Industry Automotive Media

    Average Project Cost Breakdown

    $50,000 to $199,999 (35) $10,000 to $49,000 (18) $200,000 to $999,999 (10) Less than $10,000 (4) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Goji Labs has received mixed feedback regarding its overall cost and value for money. While several clients noted that Goji Labs delivered high-quality work and met their expectations, there were mentions of budget-related concerns. For instance, one client indicated that they experienced 'price creep' during the project, which was frustrating despite acknowledging the necessity. Another client emphasized that while Goji Labs is not the lowest-cost option, the quality and professionalism justified the investment. Overall, clients recognize the value provided by Goji Labs, though some expressed a desire for clearer communication regarding costs.
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    United States (74) Canada (3) Singapore (2) England (2) Bahrain (1) Lithuania (1) Vietnam (1)
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  • Data Force Group Logotype

    Not yet reviewed

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

    Services provided

    60% AI Development
    40% BI & Big Data Consulting & SI

    Data Force Group is an AI firm headquartered in Warszawa, Poland. Their services include Artificial Intelligence and BI & big data consulting & SI.

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  • Artilence Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    10 - 49
    Lahore, Pakistan

    Services provided

    20% AI Development
    20% DevOps Managed Services
    20% Generative AI +3 services
    20% IT Staff Augmentation
    10% AI Consulting
    10% IoT Development

    Artilence is a small IT staff augmentation company headquartered in Lahore, Pakistan. The team provides IT staff augmentation and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    BlueLabel Logotype

    BlueLabel

    4.7 70 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

    30% AI Consulting
    30% AI Development
    10% Generative AI +3 services
    10% Mobile App Development
    10% Product Design
    10% Web Design

    BlueLabel is a versatile technology consultancy known for its expertise in AI development, app design, and workflow automation. Across their reviews, clients consistently praise their agility, strategic clarity, and technical execution. BlueLabel's responsiveness and ability to integrate with existing systems are commended by 100% of reviewers, while 60% highlight their exceptional project management. Their commitment to delivering results on time and their ability to align with client cultures and values are frequently noted. Overall, BlueLabel maintains high client satisfaction, with no significant areas for improvement reported.

    See all 70 projects

    Reviews mention Transparent

    Clients have consistently praised Blue Label for their transparency throughout the project lifecycle. One client highlighted the company's clear communication regarding costs, stating, 'Blue Label has been very transparent about how they work and how much they're going to charge us.' Another noted the absence of unexpected expenses, emphasizing that 'the billing is very on target; they don't say one thing and then try to bill for a lot more.' Overall, the sentiment reflects strong confidence in Blue Label's openness and integrity.
    • Custom Software Development for Fertility Clinic
      5.0 May 17, 2022

      We use Jira to guide our development work and our project manager in house has open and transparent access to work achieved and can help the team prioritize as needed. We get reports twice per month on if we are tracking on time and on budget and if we aren't we are presented with options so alignment occurs across both their team and ours.

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    • AI Consulting & Development for Software Development Company
      5.0 Sep 26, 2025

      We've had no problems with the budget. Blue Label has been very transparent about how they work and how much they're going to charge us. We work in an Agile, sprint-based process and are probably ahead of schedule by two months.

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    Industry Experience

    BlueLabel has demonstrated expertise across various industries, notably in Financial Services, Manufacturing, Healthcare, and Insurance, where they excelled in UX design, AI integration, and project management. Clients praised their ability to align with business objectives and deliver effective solutions, highlighting their responsiveness and collaborative approach. Overall sentiment reflects satisfaction, with clients appreciating their adaptability and commitment to quality work, making them well-suited for projects in these sectors.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (25) $200,000 to $999,999 (18) $10,000 to $49,000 (17) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback regarding BlueLabel's pricing and value for money is overwhelmingly positive, with many noting that their costs align well with the quality of service provided. For example, one client highlighted that BlueLabel's competitive pricing and high-quality output made them a preferred choice over other vendors. Another client emphasized that BlueLabel's transparent communication about costs and budget management contributed to overall satisfaction. Overall, clients appreciate the value received relative to their investment, often remarking on the exceptional quality and responsiveness of the team.
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    United States (67) Thailand (1) United Arab Emirates (1)
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    Azumo Logotype

    Azumo

    4.9 27 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 technology company specializing in custom software development and IT solutions, including web-based applications, AI implementations, and cloud migrations. The reviews highlight Azumo's strong project management, timely delivery, and excellent communication, with 100% positive feedback and frequent praise for their flexibility, responsiveness, and ability to adapt to changing project requirements.

    See all 27 projects

    Reviews mention Honest

    Clients have highlighted Azumo's honesty and professionalism as key strengths during their engagements. One client noted that Azumo never pushed specific solutions, demonstrating a commitment to their needs. Additionally, the team was praised for their patience in translating technical concepts for non-technical stakeholders. Overall, the sentiment regarding Azumo's honesty is highly positive, with clients expressing satisfaction in their transparent communication and project management.
    • Architectural Designs for Blockchain Company
      5.0 Feb 15, 2022

      Their professionalism and honesty throughout the project were outstanding; they never tried to push particular solutions. Also, they were patient in explaining everything to us — we don’t have a technical background, so they translated all of our requirements into technical concepts.

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    Industry Experience

    Azumo has demonstrated expertise across various industries, including Legal, Supply Chain, Medical, Financial Services, and Education. Clients commend their ability to develop automated solutions, enhance workflow efficiency, and deliver high-quality software tailored to specific needs. Overall sentiment across industries is positive, highlighting strengths in project management, responsiveness, and effective communication. Azumo is particularly well-suited for companies seeking innovative software solutions in sectors that require robust, customized applications.

    Read All Reviews

    Select Industry to see insights

    Software Social Networking Financial services Sports Healthcare Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry Advertising & marketing Education IT Services Legal Media Supply Chain, Logistics, and Transport Medical

    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 (2)

    What Clients Have Said

    Clients frequently praise Azumo for providing excellent value for money, often highlighting their competitive pricing and high-quality deliverables. One client noted they chose Azumo due to their 'good value for cost,' while another stated they were impressed by how Azumo delivered 'what they promised at a fraction of the cost' compared to others. Overall sentiment reflects satisfaction with the cost-effectiveness of Azumo's services, leading to successful project outcomes without exceeding budgets.
    Read All Reviews

    View projects from:

    United States (21) Canada (2) Mexico (1)
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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified Clutch Guarantee
    $10,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    25% AI Development
    20% Mobile App Development
    20% Web Development +3 services
    15% UX/UI Design
    10% Custom Software Development
    10% DevOps Managed Services

    Phaedra Solutions, a software development firm, is highly regarded for delivering end-to-end web and mobile app solutions, UI/UX design, and AI integrations. The company is praised for its professionalism, timely project delivery, and strong communication skills, with 100% of reviews highlighting their reliability and dedication. Clients consistently commend their project management capabilities and responsiveness, although there were minor suggestions for improving internet connectivity during meetings. Overall, 90% of the reviews express satisfaction with Phaedra Solutions' services.

    See all 28 projects

    Reviews mention Exceeds expectations

    Phaedra Solutions has consistently exceeded client expectations, particularly noted by the CEO of LocalDeals247.com, who praised their commitment and understanding of a complex project. The project manager's proactive communication and the team's ability to deliver an enterprise-level solution in under ten months were highlighted as exceptional. The client expressed confidence that no other team could have realized the project as envisioned, emphasizing their satisfaction with the outcome and eagerness for future collaboration.
    • Custom Software Dev for Online Marketing Agency
      5.0 Oct 11, 2021

      They were able to deliver an enterprise level project in less than 10 months. The project has exceeded my expectations and I doubt any other team could have delivered it exactly as envisioned. I am truly impressed with their work and look forward to working with them in the future.

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    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 highlight Phaedra Solutions' competitive pricing and strong value for money. One client noted, "Pricing fit our budget" and emphasized their "good value for cost." Another echoed this sentiment, stating their pricing was favorable and the quality of work exceeded expectations. Overall, the sentiment surrounding cost is positive, with multiple clients expressing satisfaction with the financial investment relative to the quality and timeliness of 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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  • zehnplus Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    10 - 49
    Zürich, Switzerland

    Services provided

    40% Custom Software Development
    30% AI Development
    20% Application Management & Support +1 service
    10% Blockchain

    Zehnplus, a custom software development firm, was launched in 2008. The company offers Custom Software Development and Artificial Intelligence.

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  • Lifewood Data Technology Logotype

    4.9 4 reviews
    Undisclosed
    Undisclosed
    1,000 - 9,999
    Hong Kong, Hong Kong

    Services provided

    25% Data Annotation Services
    25% Generative AI
    25% Search Engine Optimization +1 service
    25% Video Production

    Lifewood Data Technology is a global AI data services company headquartered in Hong Kong. Founded in 2004 and refocused as an AI data specialist in 2018, we help the world's leading technology,

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  • theBlue.ai Logotype

    5.0 1 review
    $5,000+
    $50 - $99 / hr
    10 - 49
    Hamburg, Germany

    Services provided

    35% AI Development
    25% Generative AI
    20% AI Consulting +2 services
    15% Custom Software Development
    5% Cloud Consulting & SI

    Custom AI development and process automationtheBlue.ai is a Hamburg-based AI development company and the AI arm of the Apollogic Group, an enterprise consulting organization on the market since

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  • Aptly Technology Corporation Logotype

    5.0 1 review
    $1,000+
    Undisclosed
    1,000 - 9,999
    Bellevue, WA

    Services provided

    30% IT Managed Services
    25% AI Development
    15% IT Strategy Consulting +3 services
    10% AI Consulting
    10% Business Consulting
    10% Low/No Code Development

    Aptly Technology Corporation is a global IT infrastructure services and consulting company headquartered in Bellevue, Washington, founded in 2016. The company specializes in cloud infrastructure, AI

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  • Centroida Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    50 - 249
    Sofia, Bulgaria

    Services provided

    90% AI Development
    5% Blockchain
    5% Custom Software Development

    Centroida is an artificial intelligence company. The team is headquartered in Sofia, Bulgaria, and their services include Artificial Intelligence and Custom Software Development.

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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

    4.9 62 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Services provided

    30% AI Development
    30% Cloud Consulting & SI
    20% UX/UI Design +2 services
    10% AI Agents
    10% Mobile App Development

    Qubika is a versatile software development and data consultancy company, excelling in mobile app development, data engineering, and AI integration. The overall feedback from their reviews is overwhelmingly positive, with clients praising their timely delivery, technical expertise, and adaptability. Notably, 100% of reviewers cited Qubika's professionalism and ability to meet project deadlines, with no areas for improvement mentioned by clients.

    See all 62 projects

    Reviews mention Dedicated

    Qubika has received positive feedback regarding its dedicated approach to project execution. Clients have noted that the team demonstrated a high level of commitment, going the extra mile to contribute to innovation and ensure timely project delivery. One client highlighted that the developers were impressively dedicated, even sending a team member to work on-site for four weeks to enhance collaboration. Overall, the sentiment around Qubika's dedication is overwhelmingly favorable, with clients appreciating their investment in the projects.
    • iOS App Dev for Video Content Platform
      4.5 Jul 17, 2017

      The speed of their development was the biggest pro in working with them. They built a significant part of our user profile in two months. They were efficient and dedicated. I don’t have any specific metrics.

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

    Reviewed 1 time in the past 6 months

    Qubika has received positive feedback for their expertise in data consultancy and implementation of a Databricks platform for a private educational institution. Clients praised Qubika for their timely delivery, deep technical knowledge, and ability to understand the unique needs of the education sector. The project led to significant improvements in data governance, reduced reliance on fragmented systems, and established a reliable foundation for analytics. Clients reported no areas for improvement, highlighting overall satisfaction with Qubika's services.
    Read 1 Recent Review

    Industry Experience

    Qubika has demonstrated expertise across various industries including Information Technology, Healthcare, and Education, showcasing strong technical skills in app development, data engineering, and UX/UI design. Clients commend their responsiveness, project management abilities, and the quality of deliverables. Overall, feedback is highly positive, with notable satisfaction in industries requiring intricate tech solutions, such as AI and data governance. Qubika is well-suited for projects in tech-driven sectors, particularly those needing rapid development cycles and collaboration on user-centric designs.

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    Select Industry to see insights

    Information technology Education Other industries Hospitality & leisure Real estate Manufacturing Arts, entertainment & music Energy & natural resources Financial services Business services Media Advertising & marketing Telecommunications

    More responsive than most other service providers

    Qubika is very responsive

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

    Sketch Development

    5.0 23 reviews
    Premier Verified
    $10,000+
    $150 - $199 / hr
    10 - 49
    Webster Groves, MO

    Services provided

    25% Custom Software Development
    15% AI Development
    10% AI Agents +5 services
    10% AI Consulting
    10% API Development
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Sketch Development is a versatile software development company providing comprehensive services such as UX/UI design, Agile coaching, and custom software solutions across various sectors. Reviews indicate overwhelmingly positive feedback, with 100% of clients appreciating their project management, responsiveness, and alignment with company culture. A notable 70% of reviewers highlight their impressive ability to adapt and deliver tailored solutions efficiently.

    See all 23 projects
    4 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    Sketch Development has received highly positive feedback from clients in the past six months, highlighting their effective project management and responsiveness. Clients praised their ability to deliver tailored software solutions that significantly improved operational efficiency, such as reducing project processing times and automating invoicing tasks. Their team demonstrated a strong culture fit and a commitment to understanding client needs, contributing to successful project outcomes. Overall, clients expressed satisfaction with the collaboration and indicated no areas for improvement.
    Read 4 Recent Reviews

    Industry Experience

    Sketch Development has demonstrated strong expertise across various industries, including Financial Services, Arts & Entertainment, Retail, Real Estate, Utilities, Non-Profit, and Medical. Client feedback highlights their strengths in project management, responsiveness, and delivering tailored technological solutions. Overall sentiment is highly positive, with clients praising their ability to understand complex industry needs and deliver effective, user-friendly solutions. This makes Sketch Development particularly well-suited for projects requiring agile methodologies, software development, and custom application design.

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    Select Industry to see insights

    Healthcare Consulting Manufacturing Medical Consumer Products Insurance Other Industry Banks Non-profit Financial services Arts, entertainment & music Utilities Real estate Retail

    More responsive than most other service providers

    Sketch Development 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:

    St. Louis, Missouri (10) Tucker, Georgia (1) Kansas City, Missouri (1) Mount Juliet, Tennessee (1) Nashville, Tennessee (1) Houston, Texas (1) Dayton, Ohio (1) Brunswick, Ohio (1) Los Angeles, California (1) Denver, Colorado (1) Columbia, Illinois (1)
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    Edvantis Logotype

    Edvantis

    4.8 45 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    250 - 999
    Rzeszów, Poland

    Services provided

    35% BI & Big Data Consulting & SI
    30% AI Development
    15% Custom Software Development +2 services
    10% Business Consulting
    10% IoT Development

    Edvantis is a versatile software development company providing services in custom software development, e-commerce optimization, mobile app development, and data security content development. The company is highly praised for its reliability, professionalism, and ability to deliver projects on time and within budget, with 100% of reviews highlighting their strong project management and communication skills. Additionally, 70% of reviewers emphasize Edvantis' adaptability and partnership approach.

    See all 45 projects

    Reviews mention Exceptional performance

    Edvantis has consistently demonstrated exceptional performance across various projects, as evidenced by client feedback. A Head of Operations noted their 'strong work pace and exceptional dedication,' resulting in significant product improvements. Similarly, a Product Manager praised their 'remarkable responsiveness' and 'proactive communication,' which exceeded expectations. Clients appreciated Edvantis's ability to adapt to evolving requirements and their commitment to timely delivery, underscoring a high level of professionalism and a collaborative approach that fosters meaningful partnerships.
    • Staff Augmentation for Data Security Company
      5.0 Feb 2, 2026

      Demonstrated a strong work pace and exceptional dedication, reflected in highly successful outcomes and an outstanding volume of deliverables. Responsibilities included classifying and tagging content to ensure sensitive data was accurately categorized, writing regular expressions (Regex) to detect sensitive information, auditing data classifications, monitoring system performance and troubleshooting classification issues, and staying up to date with data protection standards and best practices. These efforts collectively led to significant improvements across our products.

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

    Reviewed 3 times in the past 6 months

    Edvantis has received highly positive feedback in recent reviews, with clients praising their reliability, technical expertise, and proactive approach. A CEO noted significant improvements in user experience and project management, highlighting timely deliveries and effective communication. Another client emphasized Edvantis's role as an integral extension of their team, contributing to faster product development and enhanced platform functionality. Overall, clients express satisfaction with Edvantis's performance, with no major areas for improvement identified.
    Read 3 Recent Reviews

    Industry Experience

    Edvantis has demonstrated strong expertise across various industries, including Retail, Information Technology, Education, and Financial Services. Clients commend their technical proficiency, timely project delivery, and effective communication. In Retail, they enhanced user experiences and search visibility. In IT, they improved platform performance and reliability. In Education, they developed mobile and web applications, while in Financial Services, they bolstered QA processes. Overall, Edvantis is well-suited for clients seeking development solutions in e-commerce, software, and digital transformation projects.

    Read All Reviews

    Select Industry to see insights

    Consulting Information technology Media Other Industry Research Healthcare Business services Automotive Consumer Products Energy & natural resources Financial services Engineering IT Services Education Other industries Real estate Manufacturing Hospitality & leisure Software Retail

    View projects from:

    United States (20) Germany (14) Sweden (2) Austria (1) Belgium (1) Canada (1) Denmark (1) India (1) Israel (1) Lithuania (1) Netherlands (1) England (1)
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  • AJBurgess Ltd Logotype

    AJBurgess Ltd

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    100% AI Development

    AJBurgess Ltd, an artificial intelligence firm, focuses on Artificial Intelligence and AI Consulting. The agency is headquartered in London, England.

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  • Quantum Robotics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Melbourne, Australia

    Services provided

    100% AI Development

    Quantum Robotics, an AI development company, was founded in 2017. The company offers Artificial Intelligence and AI Consulting, and is small.

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  • Featured

    What are Featured Providers?

    Snotor Logotype

    Snotor

    5.0 35 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    50 - 249
    Rīga, Latvia

    Services provided

    30% Mobile App Development
    25% Web Development
    10% AI Development +4 services
    10% Custom Software Development
    10% Generative AI
    10% IT Staff Augmentation
    5% UX/UI Design

    Snotor is a versatile development company specializing in software and mobile app development, AI solutions, and technical audits. Their reviews on Clutch.co are overwhelmingly positive, with consistent praise for their technical expertise, communication, and project management. Approximately 100% of the reviews commend Snotor's responsiveness and reliability, emphasizing their collaborative approach and commitment to project success.

    See all 35 projects

    Reviews mention Great project management

    Snotor has received consistently positive feedback regarding its project management capabilities. Clients have praised the team's communication, responsiveness, and organizational skills. For instance, one client highlighted Dmytro's exceptional management, noting he kept everything organized and ensured timely delivery. Another client emphasized the team's ability to adapt and respond thoughtfully to needs, with project milestones being met effectively. Overall, the sentiment reflects a high level of satisfaction with Snotor's project management approach.
    • UX/UI Design & Software Dev for Employee Reward Platform
      5.0 Sep 20, 2023

      Snotor's management style was truly exceptional, characterized by meticulous attention to detail. Their team excelled in effective communication, attentively listening to our requirements and seamlessly incorporating our feedback.

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    • Custom Software Solutions for Healthcare Services Company
      5.0 Jul 20, 2023

      Very good project management. Initial part of the project was delivered on time. Company responded very well to our needs and always communicated quickly and thoughtfully.

      Read Full Review
    • Custom Software Development for CRM Company
      5.0 Jul 21, 2026

      Dmytro did an excellent job as our Project Manager, keeping everything organized, communicating clearly, and making sure the project stayed on track. Vitali and Roma delivered outstanding technical work, always paying attention to detail and coming up with thoughtful solutions.

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    Industry Experience

    Snotor has demonstrated significant expertise across various industries, including Information Technology, Medical, Education, and Arts. Clients commend their strong communication, responsiveness, and proactive approach, with many noting their ability to deliver complex projects on time. In the IT sector, they excel in software development, while in Medical, they provide innovative solutions for healthcare applications. Their work in Education highlights their commitment to developing user-friendly platforms. Overall, Snotor is well-suited for clients seeking dedicated partnership in tech-driven projects in these sectors.

    Read All Reviews

    Select Industry to see insights

    Information technology Medical Arts, entertainment & music Other industries Education Advertising & marketing Manufacturing Retail Financial services

    Average Project Cost Breakdown

    $10,000 to $49,000 (14) $50,000 to $199,999 (4) Less than $10,000 (1)

    What Clients Have Said

    Snotor has received positive feedback regarding their overall cost and value for money. Clients frequently noted that their pricing aligns well with budgets, with comments such as 'good value for cost' and 'pricing fit our budget.' One client emphasized that Snotor consistently delivers high-quality work ahead of schedule, enhancing the perceived value. Overall sentiment reflects satisfaction with Snotor’s affordability and the quality of their services, making them a desirable partner for various projects.
    Read All Reviews

    View projects from:

    United States (6) Australia (3) France (3) Germany (2) Ukraine (2) Norway (2) Malta (1) Netherlands (1) Latvia (1) Poland (1) Italy (1) Belgium (1) England (1)
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    Kraftors AI & R Logotype

    Kraftors AI & R

    4.9 40 reviews
    Premier Verified Clutch Guarantee
    $10,000+
    $25 - $49 / hr
    50 - 249
    Lucknow, India

    Services provided

    40% AI Development
    20% AR/VR Development
    10% AI Agents +3 services
    10% Custom Software Development
    10% E-Commerce Development
    10% Mobile App Development

    Kraftors AI & R is a versatile technology company specializing in AI solutions, app development, and digital platform modernization. Reviews highlight their effective project management, responsiveness, and solution-oriented approach, with 100% of customers praising their ability to understand and address client needs. The company is noted for delivering high-quality work within budget, often exceeding client expectations, making them a reliable partner for complex technological projects.

    See all 40 projects

    Reviews mention Accommodating

    Kraftors AI & R has received positive feedback for its accommodating approach, particularly in project management and communication. Clients praised the team's ability to adjust to changing needs and deliver on time, with one client noting that Kraftors 'bent over backwards' to ensure smooth project execution. Additionally, the company's understanding of specific industry requirements and user-centric design was highlighted as a unique strength, demonstrating their commitment to meeting client expectations effectively.
    • Custom Software Dev for Luxury Jewelry Company
      5.0 Jul 25, 2024

      They met deadlines and were receptive to our requests throughout the process. What impressed us the most was their ability to comprehend our needs and translate them into a realistic, user-friendly solution.

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    6 of 6 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 6 times in the past 6 months

    Kraftors AI & R has received positive feedback over the last six months, with clients highlighting their exceptional project management and solution-oriented approach. One client praised their adaptability and collaborative attitude, stating the team evolved into solution providers rather than just tech developers. Another client commended their responsiveness and commitment to understanding the project's needs. Overall, clients express high satisfaction with the quality of work delivered, often exceeding expectations, with no significant areas for improvement noted.
    Read 6 Recent Reviews

    Industry Experience

    Kraftors AI & R has demonstrated its expertise across diverse industries, including Information Technology, Medical, Education, Financial Services, and Retail. Clients consistently praise Kraftors AI & R for their strong project management, flexibility, and solution-oriented approach, which have significantly improved user experiences and operational efficiencies. The overall sentiment is highly positive, indicating that businesses in technology-driven sectors seeking innovative solutions would find Kraftors AI & R to be a strong match for their project needs.

    Read All Reviews

    Select Industry to see insights

    Information technology Business services Education Financial services Healthcare Utilities Human Resources Gaming Retail Food & Beverage Design Software Arts, entertainment & music Medical Other industries

    View projects from:

    United States (20) India (2) Italy (1) Saint Kitts and Nevis (1) England (1)
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    LANARS Logotype

    LANARS

    5.0 15 reviews
    Verified Clutch Guarantee
    $25,000+
    $50 - $99 / hr
    50 - 249
    Fornebu, Norway

    Services provided

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

    LANARS is a versatile technology solutions company specializing in mobile app development, software development, and web services. The overall feedback from their clients on Clutch.co is overwhelmingly positive, with approximately 95% of reviewers appreciating their project management skills, technical expertise, and commitment to deadlines. Notably, 80% of reviews highlight their flexibility and reliable communication, making them a preferred partner for complex projects across various industries.

    See all 15 projects

    Reviews mention Puts the customer first

    LANARS consistently prioritizes customer needs, as evidenced by their proactive involvement from the idea phase to project completion. A client highlighted their flexibility and positive attitude, stating, 'Everything we throw at them, they take with a smile.' Additionally, they are noted for their honesty and commitment, with the client expressing trust in their ability to deliver. Overall, the sentiment reflects a strong emphasis on customer-centric service and satisfaction.
    • Platform Dev for Intercom Company
      5.0 Dec 12, 2019

      They’re very flexible and positive in their approach. Everything we throw at them, they take with a smile and a positive attitude. They always deliver and do what they say. They’re really honest and good people to work with. We don’t have to write everything down before we get started. They do whatever it takes to deliver.

      Read Full Review
    Read All Reviews

    Industry Experience

    LANARS has received positive feedback across multiple industries, including Information Technology, Financial Services, Manufacturing, Business Services, and Construction. Clients commend their expertise in mobile and web application development, effective project management, and adaptability to scope changes. The overall sentiment is highly favorable, particularly in IT and Financial Services, where they’ve demonstrated strong technical capabilities and communication skills. Potential clients in these sectors may find LANARS to be a suitable partner for their project needs.

    Read All Reviews

    Select Industry to see insights

    Manufacturing Business services Information technology Financial services IT Services Construction

    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 praise LANARS for their competitive pricing and excellent value for money. One client noted that LANARS' pricing fit their budget while providing great value, stating, 'good value for cost.' Another mentioned that LANARS exceeded expectations, delivering high-quality work at a reasonable price. Overall, the sentiment reflects that LANARS offers reliable services that align well with clients' financial expectations, making them a preferred choice for various projects.
    Read All Reviews

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
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  • Marktine Technology Solutions Pvt Ltd Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    250 - 999
    Jaipur, India

    Services provided

    30% AI Development
    25% IT Staff Augmentation
    15% Generative AI +3 services
    10% API Development
    10% BI & Big Data Consulting & SI
    10% Custom Software Development

    Marktine Technology Solutions Pvt Ltd is an AI development company. Established in 2016, the team specializes in Artificial Intelligence and IT staff augmentation.

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  • SPG America Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Piscataway, NJ

    Services provided

    100% AI Development

    SPG America is an artificial intelligence firm. The team offers Artificial Intelligence and AI Consulting and is based in Piscataway, New Jersey.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

    5.0 62 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    20% AI Development
    20% Custom Software Development
    15% Web Development +5 services
    10% AI Agents
    10% Cloud Consulting & SI
    10% Enterprise App Modernization
    10% Generative AI
    5% Mobile App Development

    Leobit is a software development company offering services in custom software development, AI solutions, and IT consultancy. Based on the reviews provided, 100% of clients praised Leobit's technical expertise, timely delivery, and reliable project management. Approximately 90% highlighted their strong collaboration and communication, with no significant areas for improvement noted by clients.

    See all 62 projects

    Reviews mention Hard working

    Leobit has received consistently positive feedback regarding their hardworking nature. Clients have highlighted the dedication of their engineers, noting their excellent problem-solving skills and timely delivery of high-quality outputs. One client emphasized their appreciation for Leobit’s persistent efforts to resolve challenges, stating, "Leobit was determined to find a resolution". Overall, clients express satisfaction with the team’s work ethic and commitment to achieving project goals.
    • Development Support for Media File Platform
      5.0 Oct 11, 2018

      Over the past three years, we’ve grown to see them as an extension of our team. The current developer has an amazing work ethic and is thriving in the collaborative environment that we’ve established. Since connecting us with an adequate developer, their persistence is now benefitting our production efforts.

      Read Full Review
    • Custom Software Development for Wealth Management Platform
      5.0 Apr 16, 2025

      We are fortunate to have hardworking and sharp engineers on our team who constantly deliver a high quality output with an excellent sense of problem solving.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (14) $10,000 to $49,000 (9) $200,000 to $999,999 (6) Less than $10,000 (5)

    What Clients Have Said

    Leobit consistently receives positive feedback regarding its cost-effectiveness and overall value for money. Clients appreciate the affordability of their services, with many noting that Leobit fits well within their budget while delivering high-quality work. For instance, one client highlighted the significant cost savings compared to onshore resources, while another mentioned that Leobit provided solutions that exceeded expectations at a reasonable price. Overall, clients express satisfaction with the balance of quality and cost, indicating that Leobit is a valuable partner for development projects.
    Read All Reviews

    More responsive than most other service providers

    Leobit is very responsive

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

    View projects from:

    United States (24) Norway (5) Switzerland (4) England (4) Germany (3) Ukraine (3) Estonia (2) Sweden (2) Poland (1) Denmark (1) Singapore (1) Netherlands (1) Belgium (1) Luxembourg (1) Bermuda (1) Hong Kong (1)
    View Profile Visit Website
    TechnoYuga Logotype

    TechnoYuga

    5.0 64 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    New Delhi, India

    Services provided

    35% AI Development
    25% Custom Software Development
    25% Mobile App Development +1 service
    15% Web Development

    TechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web applications, AI integration, and UX/UI design. Across numerous reviews, clients consistently praise their ability to deliver projects on time, align with company values, and provide excellent project management and communication. Notably, 100% of reviewers mention TechnoYuga's commitment to exceeding expectations and enhancing user experience, making them a reliable choice for complex tech solutions.

    See all 64 projects

    Reviews mention Translate ideas into products

    Clients have expressed high satisfaction with TechnoYuga Soft Pvt. Ltd.'s ability to translate ideas into functional products. One client highlighted their exceptional understanding of business goals, resulting in a well-designed e-commerce website that streamlined operations. The project was delivered on time and within budget, showcasing the team's commitment to quality and responsiveness. Overall, the sentiment reflects confidence in their capability to meet client needs effectively.
    • Custom Software Dev for Medical Device Retailer
      5.0 Jun 13, 2024

      Their team took the time to understand our business goals and translate them into a functional and intuitive website. They diligently tackled challenges and found solutions, ensuring the project continued progressing.

      Read Full Review
    Read All Reviews

    Industry Experience

    TechnoYuga has garnered positive feedback across various industries, including Financial Services, Retail, Education, and Healthcare. Clients commend their expertise in developing user-friendly applications, effective project management, and responsiveness to needs. In Financial Services, they excel in creating secure platforms that enhance client engagement. In Retail, their solutions improve customer interaction and loyalty. Their work in Education focuses on innovative learning tools, while in Healthcare, they ensure compliance with regulatory standards. Overall, TechnoYuga is well-suited for clients seeking reliable digital solutions in these sectors.

    Read All Reviews

    Select Industry to see insights

    Software Food & Beverages Wellness & Fitness Financial services Education Business services Sports Automotive Consulting Healthcare Human Resources Information technology Social Networking Restaurants Hospitality & leisure Medical Advertising & marketing Design Engineering Media Consumer Products Retail

    Average Project Cost Breakdown

    $10,000 to $49,000 (26) $50,000 to $199,999 (9) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    TechnoYuga Soft Pvt. Ltd. is frequently praised for its cost-effectiveness and value for money across various projects. Clients noted that the pricing fit their budgets while still delivering high-quality results, with one stating, 'Good value for cost.' Another client highlighted their ability to provide quality work on time, reinforcing the sentiment that the company offers excellent value. Overall, the feedback indicates a positive perception of their pricing relative to the quality of services provided.
    Read All Reviews

    View projects from:

    India (12) United States (11) Italy (3) United Arab Emirates (2) Malaysia (1) Lithuania (1) Belgium (1) Mexico (1) Netherlands (1) Portugal (1) Spain (1) France (1) Türkiye (1) Canada (1)
    View Profile Visit Website
    Ahex Technologies Logotype

    Ahex Technologies

    4.9 52 reviews
    Premier Verified Clutch Guarantee
    $10,000+
    < $25 / hr
    50 - 249
    Hyderabad, India

    Services provided

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

    Ahex Technologies is a versatile software development company offering services in web, mobile, and application development. With over 90% positive feedback across multiple reviews, clients consistently commend their proactive project management, technical expertise, and commitment to customer satisfaction. While most clients praised their adherence to deadlines, a few suggested improvements in DevOps expertise and initial project scoping.

    See all 52 projects

    Reviews mention Innovative

    Ahex Technologies has received positive feedback for their innovative solutions, particularly in developing tailored web applications and platforms. Clients highlighted their ability to integrate cutting-edge technologies, such as AI-driven tools for personalized learning, showcasing a strong technical foundation. The company's agile methodologies and commitment to quality fostered a collaborative environment, ensuring projects met evolving client needs. Overall, the sentiment regarding Ahex's innovative approach is highly favorable, with clients appreciating their proactive problem-solving and adaptability.
    • Web & Mobile App Development for IT Services Company
      5.0 Jun 27, 2025

      Their innovative approach to web development consistently results in creative and efficient solutions tailored to meet client needs. The expertise and diverse skill sets of their team members create a well-rounded environment that fosters collaboration and high-quality outcomes. Additionally, their emphasis on user-centered design ensures that every project not only meets functional requirements but also provides an exceptional user experience.

      Read Full Review
    Read All Reviews

    Industry Experience

    Ahex Technologies has garnered positive feedback across various industries, including Manufacturing, Government, Education, and Financial Services. Clients commend their expertise in web and mobile development, emphasizing strong project management and adaptability. Manufacturing clients noted improvements in user experience and functionality, while government engagements highlighted responsiveness to compliance needs. In Education, Ahex's skills in building scalable platforms were praised. Overall, potential clients in technology-driven sectors will find Ahex's services particularly advantageous.

    Read All Reviews

    Select Industry to see insights

    Energy & natural resources IT Services Financial services Government Information technology Real estate Business services Education eCommerce Hospitality & leisure Healthcare Consulting Retail Advertising & marketing Human Resources Manufacturing Software Other Industry

    Average Project Cost Breakdown

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

    What Clients Have Said

    Ahex Technologies is consistently recognized for delivering strong value for money, with clients highlighting their competitive pricing and high-quality work. For instance, one client emphasized that Ahex's pricing fit their budget while providing excellent service, stating, "the quality of work they provided for the cost they charge is really value for money." Overall, feedback indicates a strong sentiment towards Ahex's ability to meet client expectations while maintaining affordability.
    Read All Reviews

    View projects from:

    India (21) United States (14) Canada (1) France (1) Israel (1) Singapore (1) United Arab Emirates (1)
    View Profile Visit Website
  • AI4Value Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Helsingfors, Finland

    Services provided

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

    AI4Value, an artificial intelligence company, was founded in 2018. The agency offers Artificial Intelligence and AI Consulting, and is small.

    Read more
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  • Twerlo AI Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    60% AI Development
    30% Call Center Services
    5% CRM Consulting and SI +1 service
    5% IoT Development

    Twerlo AI is a Dubai, United Arab Emirates-based artificial intelligence development company. Their services include Artificial Intelligence and Call Center Services.

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  • EZOFIS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Tirunelveli, India

    Services provided

    100% AI Development

    EZOFIS is an AI firm. Founded in 2007, the firm provides Artificial Intelligence and AI Consulting.

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  • SimpleMarketing.AI Logotype

    Not yet reviewed

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

    Services provided

    80% AI Development
    10% Content Marketing
    10% IT Managed Services

    AI development company SimpleMarketing.AI is located in MacGregor, Australia. They specialize in Artificial Intelligence and Content Marketing and were launched in 2021.

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  • Simpragma Services Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    50 - 249
    Bengaluru, India

    Services provided

    50% AI Development
    30% Custom Software Development
    10% IT Managed Services +1 service
    10% Low/No Code Development

    Simpragma Services is a Bengaluru, India-based artificial intelligence development company. Their services include Artificial Intelligence and Custom Software Development.

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  • NTWIST Logotype

    Not yet reviewed

    $250,000+
    Undisclosed
    50 - 249
    Edmonton, Canada

    Services provided

    65% AI Development
    20% IT Strategy Consulting
    15% IT Staff Augmentation

    NTWIST is an artificial intelligence development company. Headquartered in Edmonton, Canada, the team offers Artificial Intelligence and IT strategy consulting.

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  • ReasonFieldLab Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Warszawa, Poland

    Services provided

    70% AI Development
    15% Custom Software Development
    10% Web Design +1 service
    5% Other Application Development

    ReasonFieldLab is an AI development company based in Warszawa, Poland. They focus on Artificial Intelligence and Custom Software Development.

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  • Think Evolve Consultancy LLP Logotype

    Think Evolve Consultancy LLP

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    80% AI Development
    10% Business Consulting
    10% Financial Consulting

    Think Evolve Consultancy LLP is an artificial intelligence development company. The Navi Mumbai, India-based team focuses on Artificial Intelligence and Business Consulting.

    Read more
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  • Intelgic Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    50 - 249
    Sandy, UT

    Services provided

    60% AI Development
    40% Robotics Process Automation

    AI firm Intelgic was launched in 2019. The team offers Artificial Intelligence and Robotics Process Automation and is headquartered in Sandy, Utah and New Town, India.

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  • BnK Solution JSC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Thành phố Hồ Chí Minh, Vietnam

    Services provided

    25% Custom Software Development
    20% AI Development
    15% AI Consulting +5 services
    10% ERP Consulting and SI
    10% Generative AI
    10% IT Staff Augmentation
    5% Robotics Process Automation
    5% Web Development

    Software development firm BnK Solution JSC was launched in 2018. The midsize team specializes in Custom Software Development and Artificial Intelligence.

    Read more
    View Profile
  • SparkAI Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49
    White Plains, NY

    Services provided

    100% AI Development

    SparkAI is an AI firm. They are in White Plains, New York, and their services include Artificial Intelligence and AI Consulting.

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  • Vendisys Logotype

    Vendisys

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    100% AI Development

    Vendisys is a small artificial intelligence firm in San Francisco, California. The team offers Artificial Intelligence and AI Consulting.

    Read more
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  • AI MARKETING INC. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Des Plaines, IL

    Services provided

    100% AI Consulting

    Launched in 2017, AI MARKETING INC., a small AI Consulting company, is located in Des Plaines, Illinois. Their team offers AI Consulting and Artificial Intelligence.

    Read more
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  • Entechin Logotype

    Entechin

    Not yet reviewed

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

    Services provided

    40% AI Development
    30% Generative AI
    20% AI Consulting +1 service
    10% Low/No Code Development

    Launched in 2021, Entechin is an AI company. The team provides Artificial Intelligence and Generative AI.

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  • purpleSlate Logotype

    purpleSlate

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% AI Development

    PurpleSlate is an artificial intelligence company and AI Consulting company. Launched in 2017, the team provides Artificial Intelligence and AI Consulting.

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  • Block Intelligence Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    50 - 249
    Madurai, India

    Services provided

    25% AI Consulting
    25% AI Development
    25% Blockchain +1 service
    25% Generative AI

    Block Intelligence is an AI development company. The Madurai, India-based agency provides Artificial Intelligence and Blockchain.

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  • Shorthills AI Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    50 - 249
    Gurugram, India

    Services provided

    60% Generative AI
    30% AI Development
    10% AI Consulting

    Headquartered in Gurugram, India and Millville, New Jersey, Shorthills AI is a Generative AI company. They focus on Generative AI and Artificial Intelligence.

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  • krtrimaIQ Cognitive Solutions Logotype

    Not yet reviewed

    $100,000+
    Undisclosed
    10 - 49
    Bengaluru, India

    Services provided

    30% AI Consulting
    25% AI Development
    15% Generative AI +3 services
    15% Other Application Development
    10% AR/VR Development
    5% Robotics Process Automation

    KrtrimaIQ Cognitive Solutions, an AI Consulting company, is in Bengaluru, India. Established in 2018, the team specializes in AI Consulting and Artificial Intelligence.

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  • ChatMasters Logotype

    ChatMasters

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% AI Development

    Small artificial intelligence development company and AI Consulting company ChatMasters, is headquartered in Middletown, Delaware. The team offers Artificial Intelligence and AI Consulting.

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  • Skim AI Technologies Inc Logotype

    Not yet reviewed

    $50,000+
    $300+ / hr
    10 - 49
    New York, NY

    Services provided

    50% AI Consulting
    30% AI Development
    20% Generative AI

    Skim AI Technologies Inc is an AI Consulting company. The New York, New York-based team offers AI Consulting and Artificial Intelligence.

    Read more
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  • Neuron Solutions Logotype

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    10 - 49
    Budapest, Hungary

    Services provided

    35% AI Consulting
    33% AI Development
    32% Generative AI

    AI Consulting company Neuron Solutions offers AI Consulting and Artificial Intelligence. They were launched in 2018.

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  • Labellerr Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    50 - 249
    Middletown, DE

    Services provided

    50% AI Development
    50% Data Annotation Services

    Labellerr is an AI company and Data Annotation Services company. Established in 2019, their team provides Artificial Intelligence and Data Annotation Services.

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  • ThinkCol Limited Logotype

    Not yet reviewed

    $25,000+
    Undisclosed
    10 - 49
    Hong Kong, Hong Kong

    Services provided

    35% AI Consulting
    35% AI Development
    30% BI & Big Data Consulting & SI

    ThinkCol Limited is an AI development company. They are based in Hong Kong, Hong Kong and have small team of experts. Their services include Artificial Intelligence and AI Consulting.

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  • Keystride Logotype

    Keystride

    Not yet reviewed

    $1,000+
    < $25 / hr
    50 - 249

    Services provided

    30% AI Consulting
    30% Generative AI
    20% AI Development +2 services
    10% IoT Development
    10% Low/No Code Development

    Keystride is an artificial intelligence firm. The Carlsbad, California-based agency was established in 2013. Their team focuses on Artificial Intelligence and AI Consulting.

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  • API4AI Logotype

    Not yet reviewed

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

    Services provided

    40% AI Development
    20% AI Consulting
    10% Content Moderation Services +3 services
    10% Custom Software Development
    10% Digital Asset Management
    10% Low/No Code Development

    API4AI is an artificial intelligence company. Founded in 2020, the firm is headquartered in Concord, California. Their services include Artificial Intelligence and Custom Software Development.

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  • Typeless Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Cluj-Napoca, Romania

    Services provided

    70% AI Development
    30% Document Digitization & Management

    Typeless is a small Cluj-Napoca, Romania-based artificial intelligence development company. The team provides Artificial Intelligence and Document Digitization & Management.

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  • - Logotype

    -

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    - is a small artificial intelligence firm based in -, Portugal. Their services include Artificial Intelligence.

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  • GrapixAI Logotype

    Not yet reviewed

    $100,000+
    $50 - $99 / hr
    250 - 999
    Singapore, Singapore

    Services provided

    35% Generative AI
    20% Application Testing
    15% AI Consulting +2 services
    15% AI Development
    15% Cloud Consulting & SI

    Generative AI company GrapixAI was launched in 2016. Headquartered in Singapore, Singapore and jakarta, Indonesia, the team provides Generative AI and Application Testing.

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  • Inferenz Logotype

    Inferenz

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    25% AI Agents
    20% Generative AI +4 services
    10% AI Development
    5% BI & Big Data Consulting & SI
    5% Cloud Consulting & SI
    5% Robotics Process Automation

    Inferenz is an AI Consulting company. They are located in Round Rock, Texas and Ahmedabad, India and have midsize team of experts. Their services include AI Consulting and AI Agents.

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  • Softworld Vietnam Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    50 - 249
    Hồ Chí Minh, Vietnam

    Services provided

    20% AI Consulting
    20% AI Development
    20% Advertising +2 services
    20% Generative AI
    20% Mobile App Development

    Softworld Vietnam, an Advertising company, was founded in 2017. Located in Hồ Chí Minh, Vietnam and Thành phố Huế, Vietnam, the team provides Advertising and Mobile App Development.

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  • Skillbyte Logotype

    Skillbyte

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    50 - 249

    Services provided

    20% Generative AI
    15% AI Consulting
    15% AI Development +5 services
    10% DevOps Managed Services
    10% IoT Development
    10% Low/No Code Development
    10% Microservices Architecture Services
    10% Web Development

    Located in Köln, Germany, Skillbyte is a midsize AI development company. The team offers Artificial Intelligence and Generative AI.

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  • Communication Business Avenue, Inc. Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    50 - 249
    Yokosuka, Japan

    Services provided

    50% Generative AI
    20% AI Consulting
    20% Cloud Consulting & SI +1 service
    10% Unified Communications Consulting & SI

    Communication Business Avenue, Inc. Is a Yokosuka, Japan-based Generative AI company. The team focuses on Generative AI and cloud consulting & SI.

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  • TekinvaderZ Logotype

    TekinvaderZ

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Digital Engineering
    20% Generative AI

    TekinvaderZ is a big data company located in Temple Terrace, Florida and Arlington Heights, Illinois. The team specializes in BI & big data consulting & SI and Artificial Intelligence.

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  • AUTHOR Logotype

    AUTHOR

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    50 - 249

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    AUTHOR is an artificial intelligence firm. They provide Artificial Intelligence and AI Consulting and are based in Oceanside, California.

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  • Tatras Data Logotype

    Tatras Data

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    50 - 249

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    Tatras Data is an AI development company. They were established in 2012, and their services include Artificial Intelligence and AI Consulting.

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  • Shymow Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49
    Barcelona, Spain

    Services provided

    50% AI Consulting
    50% Generative AI

    Shymow is a Barcelona, Spain-based Generative AI and AI Consulting company. They focus on Generative AI and AI Consulting.

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  • Texterous Logotype

    Texterous

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    10 - 49

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +3 services
    20% Generative AI
    10% IT Strategy Consulting
    10% Web Development

    Texterous is a small artificial intelligence company. Launched in 2023, the team offers Artificial Intelligence and AI Consulting.

    Read more
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  • Superteams.ai Logotype

    Superteams.ai

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Generative AI
    20% Product Marketing

    Established in 2022, Superteams.ai is an AI company. The team focuses on Artificial Intelligence and Product Marketing.

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  • Lydonia AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Westwood, MA

    Services provided

    50% AI Consulting
    50% AI Development

    Artificial intelligence company and AI Consulting company Lydonia AI was launched in 2019. In Westwood, Massachusetts, the team provides Artificial Intelligence and AI Consulting.

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

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

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

We evaluate service providers using a structured methodology that combines:

  • 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 Merixstudio
2 AgileEngine
3 Cheesecake Labs – AI, Data, & Product
4 STX Next
5 Quytech
6 DianApps
7 Konstant Infosolutions
8 Dualboot Partners
9 fxis.ai
10 OTAKOYI
11 Onix-Systems
12 Neoteric
13 WPWeb Infotech
14 eSparkBiz
15 Valere

List of the Best Artificial Intelligence Companies

  2. AgileEngine Logotype

    AgileEngine

    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Boca Raton, FL

    Ability to deliver

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

    Service focus

    25% AI Development
    75% Other
    View Profile Visit Website
  7. Konstant Infosolutions Logotype

    Konstant Infosolutions

    $5,000+
    $25 - $49 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

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

    Service focus

    32% AI Development
    68% Other
    View Profile Visit Website
  8. Dualboot Partners Logotype

    Dualboot Partners

    $75,000+
    Undisclosed
    250 - 999
    Charlotte, NC

    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. fxis.ai Logotype

    fxis.ai

    $1,000+
    $25 - $49 / hr
    50 - 249
    Ahmedabad, India

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

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

    OTAKOYI

    $50,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Ability to deliver

    39/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  11. Onix-Systems Logotype

    Onix-Systems

    $25,000+
    $25 - $49 / hr
    250 - 999
    Kropyvnytskyi, Ukraine

    Ability to deliver

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

    Service focus

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

    Neoteric

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  13. WPWeb Infotech Logotype

    WPWeb Infotech

    $25,000+
    < $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. eSparkBiz Logotype

    eSparkBiz

    $10,000+
    < $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
  16. Fingent Logotype

    Fingent

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  18. RebelDot Logotype

    RebelDot

    $100,000+
    $50 - $99 / hr
    250 - 999
    Cluj-Napoca, Romania

    Ability to deliver

    38.6/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  21. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

    38.5/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  22. ScienceSoft Logotype

    ScienceSoft

    $5,000+
    $50 - $99 / hr
    250 - 999
    McKinney, TX

    Ability to deliver

    38.4/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  23. BEON.tech Logotype

    BEON.tech

    $50,000+
    $25 - $49 / hr
    50 - 249
    Buenos Aires, Argentina

    Ability to deliver

    39.4/40.0
    20/20 Reviews
    9.8/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  24. tkxel Logotype

    tkxel

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

    Ability to deliver

    38.3/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  27. 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
  28. Edvantis Logotype

    Edvantis

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  30. DigitalSuits - Shopify Plus Partner Logotype

    DigitalSuits - Shopify Plus Partner

    $5,000+
    $50 - $99 / hr
    50 - 249
    Miami, FL

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website

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What's the difference between generative AI vs. agentic AI? Clutch explains both types, their impact on your work, and what to consider before using them.

Artificial Intelligence Scaling
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Artificial Intelligence Product Launch, Scaling

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 based on a proprietary methodology. The top artificial intelligence companies for 2026 include:

  1. Suffescom Solutions Inc

  2. Cheesecake Labs

  3. Quytech

  4. tkxel

  5. Dualboot Partners

  6. fxis.ai

  7. Neoteric

  8. blackthorn.ai

  9. STX Next

  10. NineTwoThree AI Studio

  11. RebelDot

  12. Valere

  13. Fingent

  14. DianApps

  15. Dotsquares

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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