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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

  • Pixelum Logotype

    Not yet reviewed

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

    Services provided

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

    Focus Areas

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

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

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  • Magna Media Partners LLC. Logotype

    Magna Media Partners LLC.

    Not yet reviewed

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

    Services provided

    20% Advertising
    20% Generative AI
    20% Marketing Strategy +2
    20% Media Planning & Buying
    20% Social Media Marketing

    Focus Areas

    40% AI Recommendation Systems
    35% Chatbots & Conversational AI
    25% Cognitive Computing

    Magna Media Partners LLC. Is an Advertising company in West Palm Beach, Florida. The team offers Advertising and Marketing Strategy.

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  • Techverda Logotype

    Techverda

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49

    Services provided

    10% AI Development
    10% API Development
    10% AR/VR Development +9
    10% Application Testing
    10% Custom Software Development
    10% IT Strategy Consulting
    10% IoT Development
    10% Web Development
    5% AI Agents
    5% DevOps Managed Services
    5% Microservices Architecture Services
    5% UX/UI Design

    Focus Areas

    50% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Voice and Speech Recognition

    IT strategy consulting company Techverda is based in Dubai, United Arab Emirates. Their services include IT strategy consulting and Custom Software Development.

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  • KUKI Agency Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AI Consulting
    20% Blockchain +4
    20% Custom Software Development
    10% Product Design
    5% Branding
    5% Web Design

    Focus Areas

    20% AI Recommendation Systems
    50% Chatbots & Conversational AI
    10% Machine Learning +4
    5% Cognitive Computing
    5% Computer Vision
    5% Natural Language Processing
    5% Voice and Speech Recognition

    KUKI Agency is an AI Consulting company. They are in Minsk, Belarus. Their team specializes in AI Consulting and Artificial Intelligence.

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  • MechPlan Logotype

    MechPlan

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    50 - 249

    Services provided

    30% IT Staff Augmentation
    20% Generative AI
    20% IT Managed Services +2
    15% Mobile App Development
    15% Web Development

    Focus Areas

    15% AI Recommendation Systems
    50% Chatbots & Conversational AI
    15% Machine Learning +2
    15% Natural Language Processing
    5% Cognitive Computing

    MechPlan is an IT staff augmentation company. Their midsize team is in Dubaii, United Arab Emirates and Dubai, United Arab Emirates. Their services include IT staff augmentation and Generative AI.

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  • ZegaSoftware Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    20% AI Consulting
    15% AI Agents +6
    15% Custom Software Development
    10% Mobile App Development
    10% Web Development
    5% Generative AI
    5% IT Staff Augmentation
    5% UX/UI Design

    Focus Areas

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

    Launched in 2007, ZegaSoftware is an AI Consulting company. Located in Brașov, Romania, the team provides AI Consulting and Custom Software Development.

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  • Stratym Logotype

    Not yet reviewed

    $25,000+
    $25 - $49 / hr
    50 - 249
    Sahibzada Ajit Singh Nagar, India

    Services provided

    20% AI Development
    20% AI Consulting
    10% Blockchain +7
    10% Custom Software Development
    10% Enterprise App Modernization
    10% Mobile App Development
    5% API Development
    5% AR/VR Development
    5% Cloud Consulting & SI
    5% IoT Development

    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

    Stratym is an AI development company in Sahibzada Ajit Singh Nagar, India. Established in 2017, the team specializes in Artificial Intelligence and AI Consulting.

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  • Handbuilt Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    Freelancer
    London, England

    Services provided

    25% AI Development
    40% AI Consulting
    15% Generative AI +2
    10% AI Agents
    10% Custom Software Development

    Focus Areas

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

    Handbuilt is an AI Consulting company. Launched in 2026, the team focuses on AI Consulting and Artificial Intelligence.

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  • Xcelligen Logotype

    Xcelligen

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Cloud Consulting & SI
    20% Cybersecurity +2
    20% Digital Engineering
    20% Enterprise App Modernization

    Focus Areas

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

    Xcelligen is a cloud consulting & SI company. Launched in 2014, the firm is based in Herndon, Virginia. Their services include cloud consulting & SI and Cybersecurity.

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  • CodexCon Logotype

    CodexCon

    5.0 1 review
    $1,000+
    Undisclosed
    10 - 49

    Services provided

    15% Web Development
    10% Corporate Photography
    10% Generative AI +7
    10% Graphic Design
    10% Print Design
    10% Search Engine Optimization
    10% UX/UI Design
    10% Video Production
    10% Web Design
    5% Video Marketing

    Focus Areas

    40% AI Recommendation Systems
    60% Chatbots & Conversational AI

    At CodexCon, we deliver affordable investments for big ambitions. Our mission is to empower businesses of all sizes to grow and scale by providing high-quality services. We’re committed to

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  • Blueatoms Media Limited Logotype

    Not yet reviewed

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

    Services provided

    35% AI Development
    35% Web Development
    30% Email Marketing

    Focus Areas

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

    Blueatoms Media Limited is a website development firm headquartered in Lagos, Nigeria. They focus on Web Development and Artificial Intelligence.

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  • Weavelinx Logotype

    Weavelinx

    Not yet reviewed

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

    Services provided

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

    Focus Areas

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

    Small custom software development company Weavelinx, is in Pune, India. The team offers Custom Software Development and Web Development.

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  • Hyperhumans Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Abu Dhabi, United Arab Emirates

    Services provided

    10% AI Development
    40% Custom Software Development
    30% UX/UI Design +1
    20% Mobile App Development

    Focus Areas

    30% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Voice and Speech Recognition +2
    10% Computer Vision
    10% Machine Learning

    Established in 2019, Hyperhumans, a small custom software development firm, is in Abu Dhabi, United Arab Emirates. Their services include Custom Software Development and UX/UI Design.

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  • Sibasi Ltd Logotype

    Not yet reviewed

    $5,000+
    $300+ / hr
    10 - 49
    Nairobi, Kenya

    Services provided

    20% AI Development
    20% CRM Consulting and SI
    20% Cloud Consulting & SI +4
    10% Custom Software Development
    10% ERP Consulting and SI
    10% Low/No Code Development
    10% Web Design

    Focus Areas

    25% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Cognitive Computing +2
    20% Machine Learning
    15% Natural Language Processing

    Sibasi Ltd is a cloud consulting & SI company based in Nairobi, Kenya and Middletown, Delaware. The team focuses on cloud consulting & SI and CRM consulting and SI.

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  • aurotek corp Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    250 - 999
    South Brunswick Township, NJ

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% DevOps Managed Services +2
    20% Digital Engineering
    20% IT Strategy Consulting

    Focus Areas

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

    Aurotek corp is a midsize IT strategy consulting company. Founded in 2021, the team provides IT strategy consulting and cloud consulting & SI.

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  • MarketMagnetix Media Group Logotype

    MarketMagnetix Media Group

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Pay Per Click
    20% Search Engine Optimization +2
    20% Social Media Marketing
    20% Web Design

    Focus Areas

    40% AI Recommendation Systems
    30% Chatbots & Conversational AI
    10% Machine Learning +2
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Founded in 2017, MarketMagnetix Media Group is a social media marketing company. The firm specializes in Social Media Marketing and Search Engine Optimization, and is small.

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  • JMM Technologies Logotype

    5.0 1 review
    $10,000+
    $25 - $49 / hr
    50 - 249
    Riyadh, Saudi Arabia

    Services provided

    25% AI Development
    30% Custom Software Development
    25% Product Design +2
    10% IT Strategy Consulting
    10% Microservices Architecture Services

    Focus Areas

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

    JMM Technologies is a multinational digital product consultancy that empowers businesses with market- ready software products and transformative digital solutions. We enable startups and

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  • VEXO Labs Logotype

    VEXO Labs

    Not yet reviewed

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

    Services provided

    15% AI Development
    15% Generative AI
    15% Low/No Code Development +7
    10% Custom Software Development
    10% E-Commerce Development
    10% Mobile App Development
    10% Web Development
    5% Blockchain
    5% Data Annotation Services
    5% DevOps Managed Services

    Focus Areas

    20% AI Recommendation Systems
    25% Computer Vision
    20% Chatbots & Conversational AI +2
    20% Machine Learning
    15% Natural Language Processing

    VEXO Labs, an AI development company, was launched in 2021. The team offers Artificial Intelligence and Web Development and is located in Soham, England.

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  • TechQware - Leading Mobile App Development Company in India | Android, iOS & Website Experts Logotype

    Not yet reviewed

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

    Services provided

    5% AI Development
    10% AI Consulting
    10% Generative AI +14
    10% Wearable App Development
    5% API Development
    5% AR/VR Development
    5% BI & Big Data Consulting & SI
    5% CRM Consulting and SI
    5% Cloud Consulting & SI
    5% Custom Software Development
    5% E-Commerce Development
    5% IT Strategy Consulting
    5% IoT Development
    5% Mobile App Development
    5% Search Engine Optimization
    5% UX/UI Design
    5% Web Development

    Focus Areas

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

    TechQware - Leading Mobile App Development Company in India | Android, iOS & Website Experts is a Wearable App Development company. Their services include Wearable App Development.

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  • Velocitai Digital Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    20% IT Staff Augmentation
    15% Custom Software Development +8
    10% IT Managed Services
    10% Web Development
    5% AI Consulting
    5% Cloud Consulting & SI
    5% Cybersecurity
    5% DevOps Managed Services
    5% E-Commerce Development
    5% UX/UI Design

    Focus Areas

    25% AI Recommendation Systems
    25% Machine Learning
    20% Natural Language Processing +4
    15% Cognitive Computing
    5% Chatbots & Conversational AI
    5% Computer Vision
    5% Robotics

    Velocitai Digital is an IT staff augmentation company. Founded in 2018, the team provides IT staff augmentation and Custom Software Development. The firm is located in Gurugram, India.

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  • 301io Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Erie, PA

    Services provided

    25% AI Development
    25% Cloud Consulting & SI
    25% Custom Software Development +1
    25% Digital Engineering

    Focus Areas

    20% AI Recommendation Systems
    20% Computer Vision
    20% Machine Learning +2
    20% Natural Language Processing
    20% Voice and Speech Recognition

    Cloud consulting & SI company 301io was launched in 2020. The team focuses on cloud consulting & SI and Custom Software Development and is located in Erie, Pennsylvania.

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  • Codini Logotype

    Not yet reviewed

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

    Services provided

    25% Web Development
    20% Custom Software Development
    20% E-Commerce Development +3
    15% AI Agents
    10% AI Consulting
    10% UX/UI Design

    Focus Areas

    30% AI Recommendation Systems
    40% Chatbots & Conversational AI
    30% Natural Language Processing

    Codini is a web development company located in Kraków, Poland. They specialize in Web Development and Custom Software Development.

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  • KJR Australia Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Spring Hill, Australia

    Services provided

    25% AI Consulting
    25% IT Staff Augmentation
    25% IT Strategy Consulting +1
    25% Other IT Consulting and SI

    Focus Areas

    10% AI Recommendation Systems
    40% Machine Learning
    20% Computer Vision +2
    15% Chatbots & Conversational AI
    15% Natural Language Processing

    Midsize IT strategy consulting company KJR Australia, is in Spring Hill, Australia and Docklands, Australia. Their services include IT strategy consulting and IT staff augmentation.

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  • Innovate Elite Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% AI Agents
    20% Mobile App Development +4
    15% Custom Software Development
    15% Generative AI
    15% Web Development
    5% IT Staff Augmentation

    Focus Areas

    25% AI Recommendation Systems
    40% Chatbots & Conversational AI
    20% Machine Learning +1
    15% Voice and Speech Recognition

    Innovate Elite is a mobile application development company. The team is in Karachi, Pakistan, and their services include Mobile App Development and AI Agents.

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  • GeniusHub Logotype

    Not yet reviewed

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

    Services provided

    40% CRM Consulting and SI
    35% AI Consulting
    15% API Development +1
    10% Low/No Code Development

    Focus Areas

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

    GeniusHub, a CRM consulting and SI company, was founded in 2018. They offers CRM consulting and SI and AI Consulting.

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  • GEN UK Logotype

    GEN UK

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    50 - 249

    Services provided

    10% AI Development
    10% AI Consulting
    10% BI & Big Data Consulting & SI +7
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Cybersecurity
    10% Generative AI
    10% IT Managed Services
    10% Other IT Consulting and SI
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    40% Chatbots & Conversational AI
    10% Cognitive Computing +4
    10% Computer Vision
    10% Machine Learning
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Founded in 1992, GEN UK is a business intelligence company. The team provides BI & big data consulting & SI and cloud consulting & SI.

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  • Dinnova AG Logotype

    Dinnova AG

    Not yet reviewed

    $10,000+
    Undisclosed
    50 - 249

    Services provided

    20% AI Development
    20% Custom Software Development
    20% E-Commerce Development +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

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

    Dinnova AG is a software development firm. Founded in 2020, their team offers Custom Software Development and Web Development.

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  • TopLine Results Logotype

    TopLine Results

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% CRM Consulting and SI
    20% IT Managed Services +2
    20% Marketing Strategy
    20% Search Engine Optimization

    Focus Areas

    25% AI Recommendation Systems
    35% Chatbots & Conversational AI
    20% Machine Learning +1
    20% Natural Language Processing

    TopLine Results is a Marketing Strategy company launched in 1999. The team specializes in Marketing Strategy and Search Engine Optimization and is headquartered in Pewaukee, Wisconsin.

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  • Fexen Smart Solutions Logotype

    Fexen Smart Solutions

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Blockchain +2
    20% IT Staff Augmentation
    20% Mobile App Development

    Focus Areas

    25% AI Recommendation Systems
    40% Chatbots & Conversational AI
    25% Natural Language Processing +1
    10% Voice and Speech Recognition

    Fexen Smart Solutions is an IT staff augmentation company established in 2018. Their team offers IT staff augmentation and Mobile App Development.

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  • Ridgeant Technologies Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +3
    20% Robotics Process Automation
    10% AI Consulting
    10% Generative AI

    Focus Areas

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

    Small big data analytics company Ridgeant Technologies, is based in Ahmedabad, India and Calgary, Canada. Their services include BI & big data consulting & SI and cloud consulting & SI.

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  • Akadenia Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    20% Custom Software Development
    15% AI Consulting +4
    15% Low/No Code Development
    10% Mobile App Development
    10% Web Development
    5% E-Commerce Development

    Focus Areas

    10% AI Recommendation Systems
    50% Machine Learning
    30% Computer Vision +1
    10% Chatbots & Conversational AI

    Akadenia is an artificial intelligence development company. Headquartered in Ketchum, Idaho, the firm specializes in Artificial Intelligence and Custom Software Development.

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  • ALPHALOOP IT PVT LTD Logotype

    ALPHALOOP IT PVT LTD

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    10 - 49

    Services provided

    25% AI Development
    25% Digital Strategy
    25% Mobile App Development +2
    15% Web Development
    10% Low/No Code Development

    Focus Areas

    25% AI Recommendation Systems
    15% Computer Vision
    15% Machine Learning +4
    15% Natural Language Processing
    10% Chatbots & Conversational AI
    10% Cognitive Computing
    10% Voice and Speech Recognition

    ALPHALOOP IT PVT LTD is a Digital Strategy company. The team provides Digital Strategy and Web Development, and the firm is located in Udaipur, India.

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  • Doerz Logotype

    Doerz

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +3
    20% Natural Language Processing
    15% Voice and Speech Recognition
    5% Cognitive Computing

    Doerz is an UX design company. The firm is headquartered in Islamabad, Pakistan. Their services include UX/UI Design and Product Design.

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    $2,500 Small Teams Early-Stage Startups $3,500 Medium-Sized Teams AI Systems & Workflow $5,000 Large Scale Teams Comprehensive Security AI System

    AI-Powered Apps & Systems

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  • TechupR Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% API Development
    10% Custom Software Development +9
    10% DevOps Managed Services
    10% Enterprise App Modernization
    10% Mobile App Development
    10% UX/UI Design
    10% Web Development
    5% AI Agents
    5% Blockchain
    5% IT Staff Augmentation
    5% IT Strategy Consulting

    Focus Areas

    10% AI Recommendation Systems
    40% Natural Language Processing
    30% Chatbots & Conversational AI +1
    20% Machine Learning

    TechupR is an Ahmedabad, India-based UX design company. They focus on UX/UI Design and Custom Software Development.

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  • Yoka Logotype

    Yoka

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% Branding

    Focus Areas

    10% AI Recommendation Systems
    90% Chatbots & Conversational AI

    Launched in 2017, Yoka is a branding company and AI Consulting company. Located in manila, Philippines, the team focuses on Branding and AI Consulting.

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  • BrainyTech Logotype

    BrainyTech

    Not yet reviewed

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

    Services provided

    25% AI Development
    30% Web Development
    25% Mobile App Development +2
    10% Cloud Consulting & SI
    10% UX/UI Design

    Focus Areas

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

    In Indore, India, BrainyTech is a web development firm. Launched in 2021, the team provides Web Development and Mobile App Development.

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  • Beanstalk Consulting Logotype

    Beanstalk Consulting

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    30% Email Marketing
    10% AI Consulting
    10% Account-Based Marketing +5
    10% Advertising
    10% Business Consulting
    10% Content Marketing
    10% Demand Generation Marketing
    10% Sales Outsourcing

    Focus Areas

    45% AI Recommendation Systems
    55% Chatbots & Conversational AI

    Established in 2019, Beanstalk Consulting is an Email Marketing company. Headquartered in St. Petersburg, Florida, the team focuses on Email Marketing and Advertising.

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  • Talent Center Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% Application Management & Support
    20% Blockchain +3
    20% Generative AI
    20% HR Consulting
    10% Low/No Code Development

    Focus Areas

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

    Talent Center is an artificial intelligence development company. The București, Romania-based company was founded in 2014. Their team offers Artificial Intelligence and Blockchain.

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  • Herospace Logotype

    Herospace

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Advertising
    20% Digital Strategy +2
    20% Graphic Design
    20% Web Design

    Focus Areas

    35% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Machine Learning +1
    5% Voice and Speech Recognition

    Launched in 2016, Herospace is a small Advertising company. Their team offers Advertising and Digital Strategy.

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  • Advantev Solutions Pvt. Limited Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    12% Low/No Code Development
    10% AR/VR Development +11
    10% Blockchain
    10% Custom Software Development
    10% Generative AI
    10% Other Application Development
    10% Web Design
    8% E-Commerce Development
    5% IoT Development
    2% IT Staff Augmentation
    1% AI Consulting
    1% Mobile App Development
    1% Web Development

    Focus Areas

    30% AI Recommendation Systems
    25% Chatbots & Conversational AI
    15% Voice and Speech Recognition +4
    10% Computer Vision
    10% Machine Learning
    5% Cognitive Computing
    5% Natural Language Processing

    Artificial intelligence company Advantev Solutions Pvt. Limited provides Artificial Intelligence and Blockchain. They are located in Chandigarh, India.

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  • Computing Future Tech Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    30% E-Commerce Development
    20% Custom Software Development +2
    20% Web Development
    15% Mobile App Development

    Focus Areas

    30% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Voice and Speech Recognition +2
    15% Machine Learning
    5% Natural Language Processing

    Computing Future Tech is an e-commerce development firm. The small Lahore, Pakistan-based team provides E-Commerce Development and Custom Software Development. The agency was established in 2023.

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  • Gravity Break Logotype

    Not yet reviewed

    $25,000+
    $200 - $300 / hr
    Freelancer
    Roma, Italy

    Services provided

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

    Focus Areas

    20% AI Recommendation Systems
    25% Machine Learning
    25% Natural Language Processing +2
    20% Chatbots & Conversational AI
    10% Computer Vision

    Gravity Break is a small artificial intelligence company in Roma, Italy. The team focuses on Artificial Intelligence and AI Consulting.

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  • H2B Group Logotype

    Not yet reviewed

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

    Services provided

    55% IT Staff Augmentation
    35% Recruiting
    10% AI Consulting

    Focus Areas

    25% AI Recommendation Systems
    50% Machine Learning
    25% Cognitive Computing

    H2B Group is a midsize IT staff augmentation company. They provide IT staff augmentation and Recruiting and were launched in 2016.

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  • Grey8 Technologies Private Limited Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    25% AI Agents
    20% AI Consulting +2
    20% Custom Software Development
    20% Enterprise App Modernization

    Focus Areas

    30% AI Recommendation Systems
    35% Chatbots & Conversational AI
    35% Machine Learning

    Grey8 Technologies Private Limited is an AI Agents company. The Hyderabad, India-based agency offers AI Agents and AI Consulting.

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  • Cazin Logotype

    Cazin

    5.0 1 review
    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Low/No Code Development +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

    40% AI Recommendation Systems
    50% Chatbots & Conversational AI
    10% Machine Learning

    Cazin is a no-code and low-code development agency dedicated to transforming ideas into scalable software solutions. We specialize in building custom web applications in a fraction of the time and

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  • Ovanya Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9
    اربيل, Iraq

    Services provided

    40% AI Development
    15% Document Digitization & Management
    10% Custom Software Development +4
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Development
    5% AI Consulting

    Focus Areas

    15% AI Recommendation Systems
    25% Natural Language Processing
    15% Chatbots & Conversational AI +4
    15% Computer Vision
    15% Voice and Speech Recognition
    10% Machine Learning
    5% Cognitive Computing

    Ovanya is a small artificial intelligence company located in اربيل, Iraq. Their services include Artificial Intelligence and Web Development.

    Read more
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  • Northern Devs Logotype

    Not yet reviewed

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

    Services provided

    30% E-Commerce Development
    20% Web Development
    15% Generative AI +4
    14% Low/No Code Development
    10% Enterprise App Modernization
    10% IT Strategy Consulting
    1% Custom Software Development

    Focus Areas

    45% AI Recommendation Systems
    55% Chatbots & Conversational AI

    Northern Devs, a website development company, is based in Kitchener, Canada. They provide Web Development and E-Commerce Development and were launched in 2022.

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  • Data Wizards Logotype

    Not yet reviewed

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

    Services provided

    90% AI Development
    10% Low/No Code Development

    Focus Areas

    10% AI Recommendation Systems
    30% Machine Learning
    30% Natural Language Processing +3
    10% Chatbots & Conversational AI
    10% Computer Vision
    10% Voice and Speech Recognition

    Data Wizards is an AI development company. Based in Zaventem, Belgium, the firm was established in 2022. Their services include Artificial Intelligence.

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  • Bigtable Logotype

    Not yet reviewed

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

    Services provided

    40% Product Design
    25% UX/UI Design
    15% Web Design +2
    10% AI Consulting
    10% Corporate Training & Coaching

    Focus Areas

    100% AI Recommendation Systems

    Bigtable is a Product Design company. The Oakland, California-based team provides Product Design and UX/UI Design.

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  • Natural Design & Automation Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Ashby-de-la-Zouch, England

    Services provided

    40% Digital Strategy
    30% AI Consulting
    20% Web Design +1
    10% Low/No Code Development

    Focus Areas

    30% AI Recommendation Systems
    70% Chatbots & Conversational AI

    Launched in 2022, Natural Design & Automation is a small Ashby-de-la-Zouch, England-based Digital Strategy company. Their services include Digital Strategy and Web Design.

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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.

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We evaluate service providers using a structured methodology that combines:

  • In-depth client interviews and ratings
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  • Market presence
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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 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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