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Home Recommendation Systems

Top Recommendation Engine Companies

Recommendation engines are highly sophisticated data filtering systems that forecast customer interests by using behavioral data, machine learning, and statistical modeling. The technology is commonly used by streaming sites like Spotify and YouTube. It’s important to make a positive impression on customers and end-users. Experienced recommendation engine companies are third-party service providers that primarily create intricate systems. They have extensive teams of dedicated software developers, engineers, and data scientists working to create bespoke engines. Typically, they offer three different types of recommendation systems: collaborative filtering, knowledge-based engines, and content-based filtering. Their work can help businesses significantly boost revenue, improve click-through rates, and increase conversions. Their complex solutions allow companies to draw in customers by offering them tailored experiences. Also view popular computer vision services, cognitive computing companies, and natural language processing companies.
Ratings Updated: March 7, 2026
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15 Leaders 15 Contenders

2,930 Companies

List of the Top Recommendation System Services

  • LinearCommerce Logotype

    LinearCommerce

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

    30% AI Development
    40% E-Commerce Development
    30% Conversion Optimization

    Focus Areas

    10% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Cognitive Computing +5
    15% Machine Learning
    15% Natural Language Processing
    10% Computer Vision
    10% Robotics
    10% Voice and Speech Recognition

    Launched in 2015, LinearCommerce is an e-commerce development firm. The small team offers E-Commerce Development and Conversion Optimization.

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  • ToTheByte Technologies Private Limited Logotype

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    20% AI Recommendation Systems
    20% Natural Language Processing
    10% Chatbots & Conversational AI +5
    10% Cognitive Computing
    10% Computer Vision
    10% Machine Learning
    10% Robotics
    10% Voice and Speech Recognition

    Launched in 2025, ToTheByte Technologies Private Limited is a small Noida, India-based UX agency. Their team provides UX/UI Design and Custom Software Development.

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  • Matabuild Logotype

    Matabuild

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Market Research
    20% Mobile App Development +2
    20% Product Design
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    35% Chatbots & Conversational AI
    25% Natural Language Processing +2
    10% Machine Learning
    10% Voice and Speech Recognition

    Matabuild, a Market Research company, is located in Glen Burnie, Maryland. The team offers Market Research and Product Design.

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  • Data IT Logotype

    Data IT

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% E-Commerce Development +3
    15% Advertising
    15% Branding
    10% Other Application Development

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Computer Vision +2
    20% Machine Learning
    20% Natural Language Processing

    Data IT is a small artificial intelligence company established in 2025. Their team focuses on Artificial Intelligence and Custom Software Development.

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  • Willow Ventures Logotype

    Willow Ventures

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% Search Engine Optimization +2
    20% Social Media Marketing
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    80% Chatbots & Conversational AI

    Social media marketing firm Willow Ventures was founded in 2023. Based in Ras Al-Khaimah, United Arab Emirates, the team offers Social Media Marketing and Search Engine Optimization.

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  • GeoLens Technology Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Vadodara, India

    Services provided

    15% AI Development
    30% Custom Software Development
    20% Web Development +6
    10% Mobile App Development
    5% AI Consulting
    5% E-Commerce Development
    5% Enterprise App Modernization
    5% IT Strategy Consulting
    5% Wearable App Development

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +2
    20% Natural Language Processing
    20% Voice and Speech Recognition

    GeoLens Technology is a Vadodara, India-based custom software development firm. They provide Custom Software Development and Web Development.

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  • Westbourne + Partners Logotype

    Not yet reviewed

    $25,000+
    $300+ / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    10% AI Development
    45% Business Consulting
    20% IT Strategy Consulting +3
    10% AI Consulting
    10% Generative AI
    5% Cybersecurity

    Focus Areas

    10% AI Recommendation Systems
    40% Machine Learning
    20% Natural Language Processing +3
    10% Chatbots & Conversational AI
    10% Cognitive Computing
    10% Voice and Speech Recognition

    Westbourne + Partners, a Business Consulting company, is headquartered in Dubai, United Arab Emirates and London, England. The team provides Business Consulting and IT strategy consulting.

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  • CCRIPT Logotype

    CCRIPT

    Not yet reviewed

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

    Services provided

    20% AI Development
    40% Custom Software Development
    20% Web Development +2
    10% IT Staff Augmentation
    10% Mobile App Development

    Focus Areas

    13% AI Recommendation Systems
    13% Chatbots & Conversational AI
    13% Machine Learning +5
    13% Natural Language Processing
    12% Cognitive Computing
    12% Computer Vision
    12% Robotics
    12% Voice and Speech Recognition

    Launched in 2008, CCRIPT is a custom software development company. Their services include Custom Software Development and Web Development.

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  • Martel Growth Partners Logotype

    5.0 1 review
    $1,000+
    $50 - $99 / hr
    2 - 9
    Oakville, Canada

    Services provided

    40% Business Consulting
    20% AI Consulting
    20% Finance & Accounting Outsourcing (FAO) +2
    10% Digital Strategy
    10% Other IT Consulting and SI

    Focus Areas

    20% AI Recommendation Systems
    40% Chatbots & Conversational AI
    15% Natural Language Processing +2
    15% Voice and Speech Recognition
    10% Machine Learning

    Martel Growth Partners empowers businesses with tailored strategies, automation, and AI-driven solutions to achieve sustainable growth and operational excellence.

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  • Techmorph Technology Logotype

    Techmorph Technology

    Not yet reviewed

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

    Services provided

    15% AI Development
    15% Blockchain
    10% AR/VR Development +7
    10% Generative AI
    10% IoT Development
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Development
    5% AI Consulting
    5% E-Commerce Development

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    15% Cognitive Computing +5
    10% Computer Vision
    10% Machine Learning
    10% Natural Language Processing
    10% Voice and Speech Recognition
    5% Robotics

    Techmorph Technology is an AI development company. The Mangaluru, India-based agency was founded in 2023. Their services include Artificial Intelligence and Blockchain.

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  • Breakout Content Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    St. Petersburg, FL

    Services provided

    30% AI Development
    35% Content Marketing
    35% Search Engine Optimization

    Focus Areas

    10% AI Recommendation Systems
    50% Chatbots & Conversational AI
    20% Machine Learning +2
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Breakout Content is a Content Marketing company. Based in St. Petersburg, Florida, the firm was founded in 2023. Their team offers Content Marketing and Search Engine Optimization.

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  • Lilium Solutions Logotype

    Lilium Solutions

    Not yet reviewed

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

    Services provided

    10% AI Development
    50% Computer Engineering
    20% Custom Software Development +2
    10% API Development
    10% Generative AI

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Computer Vision +2
    20% Machine Learning
    20% Natural Language Processing

    Founded in 2021, Lilium Solutions, a small Computer Engineering company, is headquartered in Hanover, Germany. Their services include Computer Engineering and Custom Software Development.

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  • Linklemon Agency Logotype

    Linklemon Agency

    Not yet reviewed

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

    Services provided

    15% AI Development
    60% Low/No Code Development
    15% Robotics Process Automation +1
    10% AI Consulting

    Focus Areas

    15% AI Recommendation Systems
    65% Chatbots & Conversational AI
    20% Natural Language Processing

    Linklemon Agency is a small Low/No Code Development company. They offer Low/No Code Development and Artificial Intelligence and were founded in 2022.

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  • Oronts Logotype

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    20% AI Recommendation Systems
    50% Chatbots & Conversational AI
    10% Cognitive Computing +2
    10% Machine Learning
    10% Voice and Speech Recognition

    IT strategy consulting company Oronts was launched in 2023. The team focuses on IT strategy consulting and Custom Software Development and is based in München, Germany.

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  • NOA Tech Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    70% Robotics Process Automation
    10% AI Consulting +1
    10% Generative AI

    Focus Areas

    10% AI Recommendation Systems
    45% Natural Language Processing
    45% Robotics

    NOA Tech is a Robotics Process Automation company. Founded in 2023, the agency is based in München, Germany. Their services include Robotics Process Automation and Artificial Intelligence.

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  • GigLabo Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    50% Custom Software Development
    25% Web Development +1
    10% API Development

    Focus Areas

    25% AI Recommendation Systems
    60% Chatbots & Conversational AI
    15% Natural Language Processing

    Custom software development company GigLabo is in München, Germany. They specialize in Custom Software Development and Web Development and were launched in 2024.

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  • Punggawa Studio Logotype

    Punggawa Studio

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    10% AI Development
    10% Content Marketing
    10% Custom Software Development +7
    10% E-Commerce Development
    10% Microservices Architecture Services
    10% Mobile App Development
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

    30% AI Recommendation Systems
    30% Machine Learning
    20% Chatbots & Conversational AI +1
    20% Natural Language Processing

    Punggawa Studio, a Content Marketing company, focuses on Content Marketing and Search Engine Optimization. The agency is in Surabaya, Indonesia.

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  • Lionasys Technologies Private Limited Logotype

    Lionasys Technologies Private Limited

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Custom Software Development +2
    20% IoT Development
    20% Mobile App Development

    Focus Areas

    20% AI Recommendation Systems
    35% Robotics
    20% Natural Language Processing +2
    15% Chatbots & Conversational AI
    10% Machine Learning

    Lionasys Technologies Private Limited is a software development firm founded in 2025. The agency offers Custom Software Development and Mobile App Development.

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  • KRATTOS AI Logotype

    KRATTOS AI

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    30% AI Development
    70% ERP Consulting and SI

    Focus Areas

    10% AI Recommendation Systems
    70% Chatbots & Conversational AI
    10% Machine Learning +1
    10% Natural Language Processing

    KRATTOS AI is an ERP consulting and SI company established in 2025. Their team provides ERP consulting and SI and Artificial Intelligence.

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  • Bytesteel Cloud Logotype

    Bytesteel Cloud

    Not yet reviewed

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

    Services provided

    10% AI Development
    25% Web Development
    15% Mobile App Development +5
    10% AI Consulting
    10% BI & Big Data Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Search Engine Optimization

    Focus Areas

    20% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Natural Language Processing +1
    20% Computer Vision

    Web development firm Bytesteel Cloud offers Web Development and Mobile App Development. They are in Amritsar, India.

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  • ShadApps S.r.l. Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    35% Mobile App Development
    30% Web Development +1
    15% Custom Software Development

    Focus Areas

    20% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Natural Language Processing +1
    20% Voice and Speech Recognition

    ShadApps S.r.l. Is a mobile app development company. They are based in Milano, Italy and have small team of experts. Their services include Mobile App Development and Web Development.

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  • K.B Consultancy Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Málaga, Spain

    Services provided

    50% Business Consulting
    20% AI Consulting
    10% IT Strategy Consulting +3
    10% Low/No Code Development
    5% AI Agents
    5% Custom Software Development

    Focus Areas

    20% AI Recommendation Systems
    50% Chatbots & Conversational AI
    30% Natural Language Processing

    Headquartered in Málaga, Spain, K.B Consultancy is a Business Consulting company. They specialize in Business Consulting and AI Consulting.

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  • ConsultingWhiz LLC Logotype

    5.0 11 reviews
    $10,000+
    $25 - $49 / hr
    10 - 49
    Mission Viejo, CA

    Services provided

    30% AI Development
    30% Generative AI
    10% Custom Software Development +3
    10% Low/No Code Development
    10% Mobile App Development
    10% UX/UI Design

    Focus Areas

    15% AI Recommendation Systems
    30% Chatbots & Conversational AI
    15% Computer Vision +3
    15% Machine Learning
    15% Natural Language Processing
    10% Cognitive Computing

    ConsultingWhiz LLC is a software development company specializing in app and platform development, website redesign, and cloud-based solutions. The company has received overwhelmingly positive feedback, with 100% of reviewers expressing satisfaction, highlighting their professionalism, effective communication, and ability to deliver quality products. Reviewers frequently commend their innovative approach and strong project management skills, with 85% emphasizing their impressive technical expertise and customer service.

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    Reviews mention Honest

    Clients have consistently highlighted ConsultingWhiz LLC's honesty as a key strength. One client noted their 'honest suggestions' during the project, which contributed to effective communication and trust. The Founder of Doyen Horde appreciated the team's transparency throughout the project lifecycle, reinforcing a sense of security in their partnership. Overall, the sentiment surrounding honesty is overwhelmingly positive, indicating that clients value the integrity and straightforwardness of ConsultingWhiz's approach.
    • Project Management Software Tool Dev for IT Company
      5.0 Jul 16, 2019

      Acceptable milestones with an on-time delivery rate are highly maintained within the team of ConsultingWhiz. I am impressed with the technical knowledge, process to handle complex requirement, honest suggestions, etc. I worked with many IT companies as outsourcing partner but ConsultingWhiz is really a professional team to manage all my responsibilities properly.

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    Industry Experience

    ConsultingWhiz LLC has demonstrated strong expertise across various industries, including Arts & Entertainment, Real Estate, Information Technology, Construction, Legal, and Business Services. Clients commend their effective communication, professionalism, and ability to adapt to unique project requirements. In Arts & Entertainment and Real Estate, they excelled in app development and platform creation, respectively. In IT, they provided comprehensive management solutions, while in Construction and Legal, they focused on website design and functionality. Overall, feedback reflects a positive sentiment, highlighting their commitment to client satisfaction and project success.

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    Arts, entertainment & music Real estate Information technology Construction Legal Business services

    Average Project Cost Breakdown

    $10,000 to $49,000 (5) Less than $10,000 (2)

    What Clients Have Said

    ConsultingWhiz LLC has received positive feedback regarding their cost and value for money. Clients have noted their rates as 'excellent compared to other developers' and praised the affordability while maintaining high-quality service. One client emphasized the company's 'honest, affordable' approach, while another highlighted their 'superb rating' as a key factor in selection. Overall, the sentiment reflects satisfaction with the investment, as clients feel they receive exceptional service and results for their expenditures.
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    Baltimore, Maryland (1) Austin, Texas (1) Houston, Texas (1) Cincinnati, Ohio (1) Chino, California (1) Los Angeles, California (1) Mission Viejo, California (1)
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  • Pixel Magnet Digital Marketing Agency Logotype

    Pixel Magnet Digital Marketing Agency

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    10% AI Development
    25% Search Engine Optimization
    20% Content Marketing +4
    20% Market Research
    15% Marketing Strategy
    5% AI Consulting
    5% Web Design

    Focus Areas

    10% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Cognitive Computing +5
    15% Machine Learning
    15% Voice and Speech Recognition
    10% Computer Vision
    10% Natural Language Processing
    10% Robotics

    Pixel Magnet Digital Marketing Agency provides website development and SEO optimization services. Reviews highlight their ability to deliver projects on time, achieve significant growth in organic search traffic, and offer competitive pricing. Clients appreciate the value for cost and effective communication through virtual meetings.

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  • TechnoGenix Solutions Logotype

    TechnoGenix Solutions

    Not yet reviewed

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

    Services provided

    10% AI Development
    35% Custom Software Development
    15% Web Development +6
    10% E-Commerce Development
    10% Mobile App Development
    5% AR/VR Development
    5% Business Consulting
    5% Marketing Strategy
    5% Social Media Marketing

    Focus Areas

    10% AI Recommendation Systems
    25% Chatbots & Conversational AI
    15% Machine Learning +5
    15% Natural Language Processing
    10% Cognitive Computing
    10% Robotics
    10% Voice and Speech Recognition
    5% Computer Vision

    Software development firm TechnoGenix Solutions is headquartered in Dhaka, Bangladesh. They provide Custom Software Development and Web Development and were established in 2024.

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  • Unordinary Business Logotype

    Unordinary Business

    Not yet reviewed

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

    Services provided

    20% Digital Strategy
    20% Web Design
    15% AI Consulting +4
    15% UX/UI Design
    10% Branding
    10% Low/No Code Development
    10% Marketing Strategy

    Focus Areas

    30% AI Recommendation Systems
    65% Chatbots & Conversational AI
    5% Machine Learning

    Unordinary Business is a web design company. The team offers Web Design and Digital Strategy and is headquartered in Stockholm, Sweden and Sydney, Australia.

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  • Primescale Technologies Limited Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% Cloud Consulting & SI
    10% API Development +6
    10% Custom Software Development
    10% DevOps Managed Services
    10% Generative AI
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Development

    Focus Areas

    25% AI Recommendation Systems
    20% Chatbots & Conversational AI
    15% Computer Vision +3
    15% Machine Learning
    15% Natural Language Processing
    10% Voice and Speech Recognition

    Primescale Technologies Limited is a small cloud consulting & SI company launched in 2017. Their team offers cloud consulting & SI and Web Development.

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  • Insightish Labs Oy Logotype

    Insightish Labs Oy

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% AI Consulting
    10% BI & Big Data Consulting & SI +7
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Digital Engineering
    10% Generative AI
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Market Research

    Focus Areas

    15% AI Recommendation Systems
    40% Machine Learning
    30% Chatbots & Conversational AI +2
    10% Cognitive Computing
    5% Computer Vision

    Insightish Labs Oy is a Market Research company. The small Helsinki, Finland-based team offers Market Research and IT strategy consulting. The agency was founded in 2024.

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  • TamTam Solutions Logotype

    TamTam Solutions

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    20% AI Development
    35% Custom Software Development
    15% Generative AI +3
    10% E-Commerce Development
    10% Mobile App Development
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    35% Machine Learning
    25% Computer Vision +2
    20% Chatbots & Conversational AI
    10% Robotics

    TamTam Solutions is a software development company. Located in Pittsburgh, Pennsylvania and Pittsburgh, Pennsylvania, their team specializes in Custom Software Development and Artificial

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  • Asyncure Consultancy Services Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Navi Mumbai, India

    Services provided

    20% AI Development
    20% DevOps Managed Services
    20% IT Managed Services +4
    10% AI Consulting
    10% Custom Software Development
    10% IT Strategy Consulting
    10% Low/No Code Development

    Focus Areas

    15% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Natural Language Processing +4
    15% Voice and Speech Recognition
    10% Cognitive Computing
    10% Computer Vision
    10% Machine Learning

    Asyncure Consultancy Services is an IT managed services company. Headquartered in Navi Mumbai, India, the team focuses on IT managed services and Custom Software Development.

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  • Cybool Logotype

    Not yet reviewed

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

    Services provided

    60% Cybersecurity
    20% IT Managed Services
    10% AI Consulting +1
    10% Generative AI

    Focus Areas

    25% AI Recommendation Systems
    50% Voice and Speech Recognition
    25% Chatbots & Conversational AI

    Cybersecurity company Cybool is in Madrid, Spain and Ciudad de México, Mexico. They specialize in Cybersecurity and IT managed services and were founded in 2020.

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  • DRO Digital Consultancy Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% CRM Consulting and SI
    20% Digital Strategy +3
    15% Back Office Outsourcing
    15% Search Engine Optimization
    10% Email Marketing

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Machine Learning +1
    25% Natural Language Processing

    Launched in 2019, DRO Digital Consultancy, a small Digital Strategy company, is based in Nairobi, Kenya and Tallinn, Estonia. Their team provides Digital Strategy and CRM consulting and SI.

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  • Zkip Labs Logotype

    Zkip Labs

    Not yet reviewed

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

    Services provided

    15% AI Development
    30% Custom Software Development
    20% Web Development +3
    15% Cloud Consulting & SI
    10% Cybersecurity
    10% IT Managed Services

    Focus Areas

    30% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Machine Learning +1
    10% Natural Language Processing

    Zkip Labs, a software development company, was founded in 2023. The agency provides Custom Software Development and Web Development.

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  • Lanzalo LLC Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% CRM Consulting and SI
    20% Digital Strategy +2
    20% Marketing Strategy
    20% Web Development

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Cognitive Computing +1
    25% Voice and Speech Recognition

    Small Marketing Strategy company Lanzalo LLC, is based in Ocean City, New Jersey. Their services include Marketing Strategy and Digital Strategy.

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  • Eveonix Logotype

    Eveonix

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% API Development
    20% Custom Software Development +2
    20% DevOps Managed Services
    20% Web Development

    Focus Areas

    25% AI Recommendation Systems
    50% Chatbots & Conversational AI
    25% Computer Vision

    Eveonix is a Lahore, Pakistan-based software development firm. They specialize in Custom Software Development and Web Development and were established in 2024.

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  • Kaerus Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    30% Mobile App Development
    25% Custom Software Development +2
    15% Generative AI
    15% Web Development

    Focus Areas

    15% AI Recommendation Systems
    45% Chatbots & Conversational AI
    10% Cognitive Computing +3
    10% Machine Learning
    10% Natural Language Processing
    10% Voice and Speech Recognition

    App development firm Kaerus focuses on Mobile App Development and Custom Software Development. They were established in 2009.

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  • SylJo IT Products and Services Logotype

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    25% AI Recommendation Systems
    25% Machine Learning
    20% Chatbots & Conversational AI +2
    20% Voice and Speech Recognition
    10% Natural Language Processing

    Established in 2023, SylJo IT Products and Services is a branding firm. The team offers Branding and UX/UI Design.

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  • Sogos Consulting Logotype

    Not yet reviewed

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

    Services provided

    50% Business Consulting
    25% AI Consulting
    25% IT Strategy Consulting

    Focus Areas

    20% AI Recommendation Systems
    40% Chatbots & Conversational AI
    40% Natural Language Processing

    In Los Angeles, California, Sogos Consulting is a Business Consulting company. They focus on Business Consulting and IT strategy consulting.

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  • NoorSphere Logotype

    NoorSphere

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    25% Custom Software Development
    25% Mobile App Development +1
    25% Web Development

    Focus Areas

    20% AI Recommendation Systems
    35% Machine Learning
    30% Computer Vision +1
    15% Chatbots & Conversational AI

    In London, England and Tiranë, Albania, NoorSphere is a software development company. They provide Custom Software Development and Web Development and were founded in 2025.

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  • Bevel Software Solutions Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    25% BI & Big Data Consulting & SI
    15% AI Consulting +2
    15% Cloud Consulting & SI
    15% Cybersecurity

    Focus Areas

    30% AI Recommendation Systems
    40% Machine Learning
    30% Chatbots & Conversational AI

    Bevel Software Solutions is a small software development firm founded in 2018. Their services include Custom Software Development and BI & big data consulting & SI.

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  • Skill TechSol Logotype

    Skill TechSol

    Not yet reviewed

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

    Services provided

    5% AI Development
    40% Custom Software Development
    20% Generative AI +3
    15% Other Application Development
    10% E-Commerce Development
    10% Web Development

    Focus Areas

    20% AI Recommendation Systems
    40% Chatbots & Conversational AI
    10% Computer Vision +3
    10% Machine Learning
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Skill TechSol is a karachi, Pakistan-based software development firm. Founded in 2024, the team specializes in Custom Software Development and Generative AI.

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  • Provtechcom Inc Logotype

    Provtechcom Inc

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    20% Corporate Training & Coaching
    20% IT Strategy Consulting
    20% Product Design +3
    15% AI Consulting
    15% Other IT Consulting and SI
    10% Digital Strategy

    Focus Areas

    30% AI Recommendation Systems
    35% Chatbots & Conversational AI
    35% Robotics

    IT strategy consulting company Provtechcom Inc is headquartered in Kettering, Maryland. Their services include IT strategy consulting and Product Design.

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  • Synapeer Technologies Inc. Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9
    Sheridan, WY

    Services provided

    20% AI Development
    20% Advertising
    20% Performance Marketing +2
    20% Search Engine Optimization
    20% Social Media Marketing

    Focus Areas

    25% AI Recommendation Systems
    30% Chatbots & Conversational AI
    25% Natural Language Processing +1
    20% Machine Learning

    Synapeer Technologies Inc. Is a Sheridan, Wyoming-based Advertising company. They specialize in Advertising and Social Media Marketing.

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  • WeStudio Logotype

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    25% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +2
    20% Voice and Speech Recognition
    15% Natural Language Processing

    WeStudio is an UX agency. Their small team is in İstanbul, Türkiye. Their services include UX/UI Design and Custom Software Development.

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  • Ajar Artificial Intelligence Logotype

    Ajar Artificial Intelligence

    Not yet reviewed

    Undisclosed
    $200 - $300 / hr
    2 - 9

    Services provided

    10% AI Development
    15% AI Agents
    10% AI Consulting +11
    10% Compliance Consulting
    10% Corporate Training & Coaching
    5% Blockchain
    5% Content Moderation Services
    5% Custom Software Development
    5% Data Annotation Services
    5% Engineering
    5% Environmental Consulting
    5% Event Management
    5% Event Marketing
    5% Web Development

    Focus Areas

    25% AI Recommendation Systems
    45% Machine Learning
    20% Chatbots & Conversational AI +1
    10% Natural Language Processing

    Ajar Artificial Intelligence is a small AI Agents company in Amsterdam, Netherlands. Their services include AI Agents and Artificial Intelligence.

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  • WaterMill Digital Logotype

    WaterMill Digital

    Not yet reviewed

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

    Services provided

    25% Web Design
    25% Web Development
    15% Custom Software Development +4
    15% UX/UI Design
    10% Generative AI
    5% Branding
    5% Mobile App Development

    Focus Areas

    25% AI Recommendation Systems
    50% Chatbots & Conversational AI
    15% Natural Language Processing +1
    10% Machine Learning

    Web design agency WaterMill Digital is based in Alton, England and Saint-Jean-d'Aulps, France. Established in 2016, the team specializes in Web Design and Web Development.

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  • Renexcode Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    20% Mobile App Development
    20% Web Development +3
    15% Custom Software Development
    15% Product Marketing
    15% UX/UI Design

    Focus Areas

    15% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Machine Learning +2
    20% Natural Language Processing
    15% Voice and Speech Recognition

    Launched in 2021, Renexcode is a small England , England-based website development company. Their services include Web Development and Mobile App Development.

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  • Ceiyone Tech Works Private Limited Logotype

    Ceiyone Tech Works Private Limited

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% E-Commerce Development
    20% Low/No Code Development +5
    10% AI Consulting
    10% Custom Software Development
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Design

    Focus Areas

    10% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Computer Vision +3
    20% Machine Learning
    20% Natural Language Processing
    10% Voice and Speech Recognition

    Ceiyone Tech Works Private Limited is an e-commerce development company. They focus on E-Commerce Development and Low/No Code Development and are located in Coimbatore, India and Chicago, Illinois.

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  • Bizco Business Consulting Logotype

    Not yet reviewed

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

    Services provided

    20% Business Consulting
    10% AI Consulting
    10% Business Continuity Management +6
    10% Corporate Training & Coaching
    10% Digital Engineering
    10% HR Consulting
    10% IT Strategy Consulting
    10% Marketing Strategy
    10% Web Development

    Focus Areas

    20% AI Recommendation Systems
    50% Chatbots & Conversational AI
    20% Machine Learning +1
    10% Natural Language Processing

    Business Consulting company Bizco Business Consulting was founded in 2002. The team offers Business Consulting and Marketing Strategy.

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  • Microknot Logotype

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    10 - 49
    Sydney, Australia

    Services provided

    10% AI Development
    30% Custom Software Development
    30% Mobile App Development +3
    10% DevOps Managed Services
    10% Enterprise App Modernization
    10% IT Strategy Consulting

    Focus Areas

    10% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +5
    10% Cognitive Computing
    10% Computer Vision
    10% Natural Language Processing
    10% Robotics
    10% Voice and Speech Recognition

    Microknot is a premier software development agency based in Sydney, founded in 2021. Renowned for delivering innovative software solutions, we are dedicated to addressing the most complex

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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.

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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 Appinventiv
2 Zallpy Digital
3 Valletta.Software: AI-Care
4 STX Next
5 Netguru
6 OTAKOYI
7 Quytech
8 DigitalSuits
9 Cody Solutions
10 Cleveroad
11 DATAFOREST
12 EB Pearls
13 eSparkBiz
14 tkxel
15 Neoteric

List of the Top 15 Recommendation System Services

  1. Appinventiv Logotype

    Appinventiv

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

    Ability to deliver

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

    Service focus

    40% AI Development
    35% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  2. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

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

    Service focus

    30% AI Development
    30% AI Recommendation Systems
    20% AI Consulting
    50% Other
    View Profile Visit Website
  3. Valletta.Software: AI-Care Logotype

    Valletta.Software: AI-Care

    $25,000+
    $50 - $99 / hr
    250 - 999
    San Ġiljan, Malta

    Ability to deliver

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

    Service focus

    25% AI Development
    30% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  5. Netguru Logotype

    Netguru

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

    Ability to deliver

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

    Service focus

    10% AI Consulting
    10% Generative AI
    80% Other
    View Profile Visit Website
  6. OTAKOYI Logotype

    OTAKOYI

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

    Ability to deliver

    39.6/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    15% AI Development
    50% AI Recommendation Systems
    10% Generative AI
    75% Other
    View Profile Visit Website
  7. Quytech Logotype

    Quytech

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

    Ability to deliver

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

    Service focus

    40% AI Development
    15% AI Recommendation Systems
    10% Generative AI
    50% Other
    View Profile Visit Website
  8. DigitalSuits Logotype

    DigitalSuits

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

    Ability to deliver

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

    Service focus

    50% AI Development
    25% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  9. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    36.8/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

    15% AI Development
    35% AI Recommendation Systems
    15% AI Consulting
    70% Other
    View Profile Visit Website
  10. Cleveroad Logotype

    Cleveroad

    $10,000+
    $25 - $49 / hr
    250 - 999
    New York, NY

    Ability to deliver

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

    Service focus

    10% AI Development
    30% AI Recommendation Systems
    1% AI Consulting
    5% Generative AI
    84% Other
    View Profile Visit Website
  11. DATAFOREST Logotype

    DATAFOREST

    $10,000+
    $50 - $99 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

    36.5/40.0
    16.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% AI Recommendation Systems
    10% AI Consulting
    5% Generative AI
    55% Other
    View Profile Visit Website
  12. EB Pearls Logotype

    EB Pearls

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

    Ability to deliver

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

    Service focus

    25% AI Development
    20% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  13. eSparkBiz Logotype

    eSparkBiz

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

    Ability to deliver

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

    Service focus

    30% AI Development
    15% AI Recommendation Systems
    70% Other
    View Profile Visit Website
  14. tkxel Logotype

    tkxel

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

    Ability to deliver

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

    Service focus

    20% AI Development
    12% AI Recommendation Systems
    20% AI Consulting
    60% Other
    View Profile Visit Website
  16. ZONE3000 Logotype

    ZONE3000

    Undisclosed
    Undisclosed
    1,000 - 9,999
    London, England

    Ability to deliver

    35/40.0
    18.2/20 Reviews
    9.6/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

    35% AI Development
    25% AI Recommendation Systems
    65% Other
    View Profile Visit Website
  17. Incrementors Logotype

    Incrementors

    $1,000+
    $50 - $99 / hr
    50 - 249
    Sacramento, CA

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    9.9/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    20% AI Development
    35% AI Recommendation Systems
    10% Generative AI
    70% Other
    View Profile Visit Website
  18. 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

    70% AI Development
    15% AI Recommendation Systems
    30% Other
    View Profile Visit Website
  19. SAPPHIRESOFTWARE SOLUTIONS Logotype

    SAPPHIRESOFTWARE SOLUTIONS

    $10,000+
    < $25 / hr
    250 - 999
    Coral Springs, FL

    Ability to deliver

    37.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    7.9/10 Market Presence

    Service focus

    25% AI Development
    25% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  20. Rootstrap Logotype

    Rootstrap

    $25,000+
    $50 - $99 / hr
    250 - 999
    Beverly Hills, CA

    Ability to deliver

    37.2/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Development
    40% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  21. CodeNinja Logotype

    CodeNinja

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

    Ability to deliver

    38.2/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    8.4/10 Market Presence

    Service focus

    50% AI Development
    15% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  22. Cheesecake Labs Logotype

    Cheesecake Labs

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

    Ability to deliver

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

    Service focus

    40% AI Consulting
    60% Other
    View Profile Visit Website
  23. AnyforSoft Logotype

    AnyforSoft

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

    Ability to deliver

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

    Service focus

    40% AI Development
    20% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  24. Oxagile Logotype

    Oxagile

    Undisclosed
    Undisclosed
    250 - 999
    New York, NY

    Ability to deliver

    34.9/40.0
    18.4/20 Reviews
    9.3/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

    20% AI Development
    30% AI Recommendation Systems
    20% AI Consulting
    60% Other
    View Profile Visit Website
  25. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

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

    Service focus

    45% AI Development
    15% AI Recommendation Systems
    55% Other
    View Profile Visit Website
  26. Emerline Logotype

    Emerline

    $25,000+
    $50 - $99 / hr
    250 - 999
    Miami, FL

    Ability to deliver

    37.4/40.0
    18/20 Reviews
    9.7/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    20% AI Development
    20% AI Recommendation Systems
    5% AI Consulting
    5% Generative AI
    70% Other
    View Profile Visit Website
  27. Symphony Solutions Logotype

    Symphony Solutions

    $25,000+
    $25 - $49 / hr
    250 - 999
    Amsterdam, Netherlands

    Ability to deliver

    36.7/40.0
    17/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    20% AI Recommendation Systems
    20% AI Consulting
    40% Other
    View Profile Visit Website
  28. N-iX Logotype

    N-iX

    $100,000+
    $50 - $99 / hr
    1,000 - 9,999
    North Miami Beach, FL

    Ability to deliver

    36.7/40.0
    16.8/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    31% AI Development
    15% AI Recommendation Systems
    69% Other
    View Profile Visit Website
  29. Intuz Logotype

    Intuz

    $10,000+
    $25 - $49 / hr
    50 - 249
    San Ramon, CA

    Ability to deliver

    38/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    60% AI Development
    20% AI Recommendation Systems
    40% Other
    View Profile Visit Website
  30. Coherent Solutions Logotype

    Coherent Solutions

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

    Ability to deliver

    38/40.0
    19/20 Reviews
    9.2/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    10% AI Recommendation Systems
    10% AI Consulting
    60% Other
    View Profile Visit Website

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