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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: April 7, 2026
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15 Leaders 15 Contenders

3,086 Companies

List of the Top Recommendation System Services

  • UPTHRUST Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    50 - 249
    Antwerpen, Belgium

    Services provided

    5% AI Development
    10% AI Consulting
    10% Social Media Marketing +15
    5% Content Marketing
    5% Conversion Optimization
    5% Digital Strategy
    5% E-Commerce Development
    5% Ecommerce Marketing
    5% Email Marketing
    5% Generative AI
    5% Marketing Strategy
    5% Mobile & App Marketing
    5% Mobile App Development
    5% Pay Per Click
    5% Search Engine Optimization
    5% UX/UI Design
    5% Web Design
    5% Web Development

    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

    UPTHRUST is a social media marketing company established in 2018. The midsize team offers Social Media Marketing and AI Consulting.

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  • giantleap.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Vancouver, Canada

    Services provided

    35% Generative AI
    35% Low/No Code Development
    30% AI Consulting

    Focus Areas

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

    Generative AI company giantleap.ai is located in Vancouver, Canada. They specialize in Generative AI and Low/No Code Development.

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  • Ali Bahbahani and Partners Logotype

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    2 - 9
    Al Kuwayt, Kuwait

    Services provided

    35% Business Consulting
    25% Mobile App Development
    10% AI Consulting +3
    10% Branding
    10% Digital Strategy
    10% Product Marketing

    Focus Areas

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

    Ali Bahbahani and Partners, a Business Consulting company, was launched in 2024. The team focuses on Business Consulting and Mobile App Development and is in Al Kuwayt, Kuwait.

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  • Donbitt Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% Custom Software Development
    20% Web Development +5
    15% Mobile App Development
    10% Application Management & Support
    10% DevOps Managed Services
    10% UX/UI Design
    5% IT Staff Augmentation

    Focus Areas

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

    Founded in 2019, Donbitt is a software development company. Their team provides Custom Software Development and Web Development.

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  • BridgeView - IT Consulting & Staffing Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    10 - 49
    Denver, CO

    Services provided

    5% AI Development
    15% AI Consulting
    10% Cloud Consulting & SI +9
    10% Custom Software Development
    10% IT Staff Augmentation
    10% IT Strategy Consulting
    10% Staffing
    10% Web Design
    5% API Development
    5% Generative AI
    5% Mobile App Development
    5% Robotics Process Automation

    Focus Areas

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

    BridgeView - IT Consulting & Staffing is an IT staff augmentation company. They are headquartered in Denver, Colorado, and their services include IT staff augmentation and Staffing.

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  • Saguaro Technology Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    250 - 999
    Los Angeles, CA

    Services provided

    10% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +7
    20% Robotics Process Automation
    10% Commercial Printing
    4% Application Management & Support
    4% Application Testing
    4% Enterprise App Modernization
    4% IoT Development
    4% Mobile App Development

    Focus Areas

    10% AI Recommendation Systems
    20% Cognitive Computing
    20% Computer Vision +3
    20% Machine Learning
    20% Robotics
    10% Voice and Speech Recognition

    Saguaro Technology, a cloud consulting & SI company, was established in 1999. The midsize team offers cloud consulting & SI and Custom Software Development.

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  • Real Minds, Artificial Intelligence Logotype

    Not yet reviewed

    $10,000+
    $200 - $300 / hr
    2 - 9
    Rosanna, Australia

    Services provided

    25% AI Consulting
    25% Business Consulting
    25% Corporate Training & Coaching +1
    25% IT Strategy Consulting

    Focus Areas

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

    Real Minds, Artificial Intelligence is an IT strategy consulting company. Their team is headquartered in Rosanna, Australia. The agency provides IT strategy consulting and Business Consulting.

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  • Business Pulse Logotype

    Business Pulse

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

    Services provided

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

    Focus Areas

    20% AI Recommendation Systems
    30% Machine Learning
    20% Computer Vision +2
    20% Natural Language Processing
    10% Chatbots & Conversational AI

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

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  • Valari Solutions Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    Edina, MN

    Services provided

    30% AI Consulting
    25% Mobile App Development
    25% Web Development +2
    10% AR/VR Development
    10% UX/UI Design

    Focus Areas

    10% AI Recommendation Systems
    45% Chatbots & Conversational AI
    20% Voice and Speech Recognition +2
    15% Natural Language Processing
    10% Computer Vision

    Valari Solutions is a small AI Consulting company founded in 2011. Their team offers AI Consulting and Web Development.

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  • Cozmotec Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% Mobile App Development
    20% Web Development +4
    15% API Development
    15% Custom Software Development
    10% AI Consulting
    10% Generative AI

    Focus Areas

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

    Cozmotec, a small website development firm, is based in Swords, Ireland. Their services include Web Development and Mobile App Development.

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  • Rivi Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    San Francisco, CA

    Services provided

    10% AI Development
    10% API Development
    10% Cloud Consulting & SI +7
    10% Custom Software Development
    10% Cybersecurity
    10% Generative AI
    10% Mobile App Development
    10% Product Design
    10% UX/UI Design
    10% Web Development

    Focus Areas

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

    Rivi is an user experience design agency founded in 2017. Their team provides UX/UI Design and Product Design.

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  • Valerian Logotype

    Valerian

    Not yet reviewed

    $25,000+
    $200 - $300 / hr
    10 - 49

    Services provided

    10% AI Development
    10% AI Consulting
    10% Custom Software Development +10
    10% DevOps Managed Services
    10% Enterprise App Modernization
    10% Generative AI
    10% Microservices Architecture Services
    5% API Development
    5% BI & Big Data Consulting & SI
    5% Cloud Consulting & SI
    5% IT Strategy Consulting
    5% Other Application Development
    5% Web Development

    Focus Areas

    10% AI Recommendation Systems
    30% Machine Learning
    20% Natural Language Processing +3
    15% Chatbots & Conversational AI
    15% Cognitive Computing
    10% Computer Vision

    Valerian is a Menifee, California-based custom software development company. They offer Custom Software Development and Enterprise App Modernization and were launched in 2018.

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  • Think&Dev Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    40% Blockchain
    20% IoT Development +3
    10% Custom Software Development
    5% Business Consulting
    5% Enterprise App Modernization

    Focus Areas

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

    Think&Dev is a small Blockchain company launched in 2020. Their services include Blockchain and IoT development.

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  • Webforest Digital Solutions LLC Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Cagayan De Oro City, Philippines

    Services provided

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

    Web design company Webforest Digital Solutions LLC is in Austin, Texas and Cagayan De Oro City, Philippines. Their services include Web Design and Custom Software Development.

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  • Quanteon Solutions Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    25% Custom Software Development
    20% Mobile App Development +4
    20% Web Development
    5% Application Testing
    5% Enterprise App Modernization
    5% Robotics Process Automation

    Focus Areas

    20% AI Recommendation Systems
    30% Machine Learning
    20% Chatbots & Conversational AI +2
    20% Natural Language Processing
    10% Cognitive Computing

    Quanteon Solutions is a software development company. They are in Hyderabad, India. Their team focuses on Custom Software Development and Web Development.

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  • Microcosmworks LLP Logotype

    Microcosmworks LLP

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% IT Strategy Consulting
    5% AI Agents +15
    5% AI Consulting
    5% API Development
    5% BI & Big Data Consulting & SI
    5% CRM Consulting and SI
    5% Cloud Consulting & SI
    5% Custom Software Development
    5% DevOps Managed Services
    5% ERP Consulting and SI
    5% Enterprise App Modernization
    5% Generative AI
    5% Low/No Code Development
    5% Microservices Architecture Services
    5% Mobile App Development
    5% Robotics Process Automation
    5% Web Development

    Focus Areas

    20% AI Recommendation Systems
    25% Computer Vision
    15% Chatbots & Conversational AI +4
    15% Machine Learning
    10% Natural Language Processing
    10% Voice and Speech Recognition
    5% Robotics

    Headquartered in New Delhi, India, Microcosmworks LLP is an IT strategy consulting company. Their services include IT strategy consulting and Artificial Intelligence.

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  • Tech Nurture Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    30% Web Development
    20% Mobile App Development +3
    15% Custom Software Development
    15% E-Commerce Development
    10% Web Design

    Focus Areas

    25% AI Recommendation Systems
    55% Chatbots & Conversational AI
    20% Voice and Speech Recognition

    Tech Nurture is a web development company. Their small team is headquartered in Surat, India. Their services include Web Development and Mobile App Development.

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  • CarbonIsle Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Topeka, KS

    Services provided

    30% AI Development
    40% Custom Software Development
    15% BI & Big Data Consulting & SI +1
    15% IT Strategy Consulting

    Focus Areas

    20% AI Recommendation Systems
    25% Machine Learning
    25% Natural Language Processing +3
    20% Chatbots & Conversational AI
    5% Cognitive Computing
    5% Voice and Speech Recognition

    Established in 2013, CarbonIsle is a software development firm. Their services include Custom Software Development and Artificial Intelligence.

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  • Digital Fingers (ZW) Logotype

    Digital Fingers (ZW)

    Not yet reviewed

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

    Services provided

    25% Digital Strategy
    20% AI Consulting
    20% Content Marketing +2
    20% Marketing Strategy
    15% Branding

    Focus Areas

    30% AI Recommendation Systems
    40% Chatbots & Conversational AI
    20% Natural Language Processing +1
    10% Voice and Speech Recognition

    Founded in 2018, Digital Fingers (ZW), a small Digital Strategy company, is in Harare, Zimbabwe. Their services include Digital Strategy and Marketing Strategy.

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  • Fagoon Digital Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% AI Consulting
    5% Advertising +74
    2% Event Marketing
    1% API Development
    1% AR/VR Development
    1% Account-Based Marketing
    1% Affiliate Marketing
    1% Application Management & Support
    1% Application Testing
    1% Audio Production
    1% BI & Big Data Consulting & SI
    1% Back Office Outsourcing
    1% Blockchain
    1% Blockchain Marketing
    1% Branding
    1% Broadcast Video
    1% Business Consulting
    1% CRM Consulting and SI
    1% Cloud Consulting & SI
    1% Commercial Printing
    1% Content Marketing
    1% Content Moderation Services
    1% Content Writing Services
    1% Conversion Optimization
    1% Corporate Photography
    1% Corporate Training & Coaching
    1% Custom Software Development
    1% Cybersecurity
    1% Data Annotation Services
    1% Demand Generation Marketing
    1% DevOps Managed Services
    1% Digital Engineering
    1% Digital Strategy
    1% Direct Marketing
    1% E-Commerce Development
    1% ERP Consulting and SI
    1% Ecommerce Marketing
    1% Email Marketing
    1% Enterprise App Modernization
    1% Event Management
    1% Fractional CMO Services
    1% Generative AI
    1% Graphic Design
    1% IT Managed Services
    1% IT Staff Augmentation
    1% IT Strategy Consulting
    1% IoT Development
    1% Logo
    1% Market Research
    1% Marketing Strategy
    1% Media Planning & Buying
    1% Microservices Architecture Services
    1% Mobile & App Marketing
    1% Mobile App Development
    1% Other Application Development
    1% Other Design
    1% Other Digital Marketing
    1% Other IT Consulting and SI
    1% Other Marketing
    1% Out of Home Design
    1% Packaging Design
    1% Pay Per Click
    1% Print Design
    1% Product Design
    1% Product Marketing
    1% Public Relations
    1% SMS Marketing
    1% Sales Outsourcing
    1% Search Engine Optimization
    1% Social Media Marketing
    1% Sports Marketing
    1% UX/UI Design
    1% Video Marketing
    1% Video Production
    1% Web Design
    1% Web Development

    Focus Areas

    35% AI Recommendation Systems
    40% Chatbots & Conversational AI
    10% Natural Language Processing +2
    10% Voice and Speech Recognition
    5% Computer Vision

    Artificial intelligence company Fagoon Digital is located in Kathmandu, Nepal and North Sydney, Australia. Founded in 2023, the team focuses on Artificial Intelligence and AI Consulting.

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  • Go4it Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Ciudad de México, Mexico

    Services provided

    15% AI Development
    30% API Development
    20% SMS Marketing +3
    20% Web Development
    10% Business Consulting
    5% Generative AI

    Focus Areas

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

    Go4it is an API Development company. Founded in 2014, the team specializes in API Development and Web Development.

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  • Strat& Logotype

    Strat&

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Demand Generation Marketing +2
    20% Enterprise App Modernization
    20% Sales Outsourcing

    Focus Areas

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

    Established in 2025, Strat& is an Enterprise App Modernization company. In Dubai, United Arab Emirates, the team offers Enterprise App Modernization and Business Consulting.

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  • Nflux Digital Logotype

    Nflux Digital

    Not yet reviewed

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

    Services provided

    20% Generative AI
    20% Web Design
    15% Pay Per Click +4
    15% Search Engine Optimization
    10% CRM Consulting and SI
    10% Email Marketing
    10% Social Media Marketing

    Focus Areas

    30% AI Recommendation Systems
    30% Natural Language Processing
    25% Chatbots & Conversational AI +1
    15% Cognitive Computing

    Nflux Digital is a web design company. The company is in Rutherglen, Scotland. Their services include Web Design and Generative AI.

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  • PromptMarketing Logotype

    Not yet reviewed

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

    Services provided

    60% Search Engine Optimization
    15% Content Marketing
    10% Generative AI +2
    10% Other Digital Marketing
    5% Public Relations

    Focus Areas

    40% AI Recommendation Systems
    35% Natural Language Processing
    25% Chatbots & Conversational AI

    PromptMarketing is a SEO agency launched in 2025. The team provides Search Engine Optimization and Content Marketing and is in Amsterdam, Netherlands.

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  • RiSE Strategic Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    Freelancer
    Wedderburn, Australia

    Services provided

    30% AI Consulting
    30% Business Consulting
    30% Corporate Training & Coaching +1
    10% IT Strategy Consulting

    Focus Areas

    100% AI Recommendation Systems

    Business Consulting company RiSE Strategic was established in 2023. The small team provides Business Consulting and Corporate Training & Coaching.

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  • Babbage & Turing Logotype

    Babbage & Turing

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% AR/VR Development
    20% Mobile App Development +5
    20% Web Development
    10% Custom Software Development
    10% Low/No Code Development
    5% AI Consulting
    5% Generative AI

    Focus Areas

    20% AI Recommendation Systems
    25% Chatbots & Conversational AI
    20% Voice and Speech Recognition +3
    15% Machine Learning
    15% Natural Language Processing
    5% Computer Vision

    In Palo Alto, California, Babbage & Turing is a custom software development firm. The team provides Custom Software Development and Web Development.

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  • Souriant Consultancy Logotype

    Souriant Consultancy

    Not yet reviewed

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

    Services provided

    20% AI Development
    15% Mobile App Development
    10% Custom Software Development +8
    10% Video Production
    10% Wearable App Development
    10% Web Development
    5% AI Consulting
    5% Business Consulting
    5% HR Outsourcing
    5% Staffing
    5% Web Design

    Focus Areas

    15% AI Recommendation Systems
    30% Chatbots & Conversational AI
    25% Robotics +2
    20% Machine Learning
    10% Cognitive Computing

    Souriant Consultancy is an artificial intelligence firm. They were launched in 2021 and specialize in Artificial Intelligence and Mobile App Development.

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  • Prama Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Chandler, AZ

    Services provided

    20% Cloud Consulting & SI
    20% Digital Engineering
    20% Generative AI +3
    15% Cybersecurity
    15% IT Managed Services
    10% Digital Strategy

    Focus Areas

    100% AI Recommendation Systems

    Prama, a midsize cloud consulting & SI company, is headquartered in Chandler, Arizona and Ahmedabad, India. The team specializes in cloud consulting & SI and Generative AI.

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  • Windward Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Herndon, VA

    Services provided

    20% AI Development
    20% Business Consulting
    20% Cybersecurity +2
    20% IT Managed Services
    20% IT Strategy Consulting

    Focus Areas

    100% AI Recommendation Systems

    Windward Consulting is an IT strategy consulting company. Headquartered in Herndon, Virginia, the agency provides IT strategy consulting and Cybersecurity.

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  • Xordio Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Blockchain
    20% Mobile App Development +3
    20% UX/UI Design
    10% Custom Software Development
    10% Low/No Code Development

    Focus Areas

    20% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Machine Learning +3
    10% Cognitive Computing
    10% Computer Vision
    10% Natural Language Processing

    Xordio is an user experience agency. The company is located in Karachi, Pakistan. Their services include UX/UI Design and Custom Software Development.

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  • Levels Tech Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% Custom Software Development
    10% Web Design +12
    5% AI Consulting
    5% Application Management & Support
    5% Blockchain
    5% Cloud Consulting & SI
    5% Cybersecurity
    5% E-Commerce Development
    5% Generative AI
    5% IoT Development
    5% Low/No Code Development
    5% Microservices Architecture Services
    5% Mobile App Development
    5% Web Development

    Focus Areas

    20% AI Recommendation Systems
    20% Machine Learning
    20% Natural Language Processing +4
    15% Chatbots & Conversational AI
    10% Cognitive Computing
    10% Computer Vision
    5% Voice and Speech Recognition

    Levels Tech is a Tucson, Arizona-based custom software development company. They focus on Custom Software Development and Artificial Intelligence and were founded in 2020.

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  • Conocimiento Infotech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Kolkata, India

    Services provided

    20% AI Consulting
    20% Branding
    20% E-Commerce Development +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

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

    Founded in 2022, Conocimiento Infotech is a branding agency. Their team focuses on Branding and Web Development.

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  • CODIXSYSTEMS Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    50 - 249
    Sheridan, WY

    Services provided

    25% AI Development
    30% Custom Software Development
    20% Mobile App Development +3
    15% Web Development
    5% DevOps Managed Services
    5% Product Design

    Focus Areas

    15% AI Recommendation Systems
    30% Chatbots & Conversational AI
    25% Voice and Speech Recognition +3
    20% Natural Language Processing
    5% Cognitive Computing
    5% Machine Learning

    Launched in 2021, CODIXSYSTEMS is a midsize software development company. Their services include Custom Software Development and Artificial Intelligence.

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  • IT Cart Private Limited Logotype

    IT Cart Private Limited

    Not yet reviewed

    Undisclosed
    < $25 / hr
    50 - 249

    Services provided

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

    Focus Areas

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

    IT Cart Private Limited is an IT strategy consulting company established in 2021. The midsize team offers IT strategy consulting and IT managed services.

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  • Realware LLC Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    50 - 249
    Longmont, CO

    Services provided

    10% AI Development
    10% AI Consulting
    10% API Development +7
    10% Application Management & Support
    10% Business Consulting
    10% Custom Software Development
    10% Cybersecurity
    10% E-Commerce Development
    10% IT Strategy Consulting
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    50% Chatbots & Conversational AI
    30% Natural Language Processing +1
    10% Voice and Speech Recognition

    Realware LLC, a midsize IT strategy consulting company, is located in Longmont, Colorado. The team provides IT strategy consulting and Cybersecurity.

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  • Instigate Design Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Application Testing
    20% Computer Engineering +2
    20% Custom Software Development
    20% Web Development

    Focus Areas

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

    Instigate Design is a Yerevan, Armenia-based software development firm. The team provides Custom Software Development and Web Development.

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  • HGR Solutions Logotype

    HGR Solutions

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

    Services provided

    20% Cloud Consulting & SI
    20% Robotics Process Automation
    20% Web Development +4
    10% AI Consulting
    10% Custom Software Development
    10% Low/No Code Development
    10% Mobile App Development

    Focus Areas

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

    HGR Solutions offers customized workflow automation services, focusing on tasks such as social media scheduling, report generation, and content approval. Reviews highlight their technical proficiency, client-centric approach, and the significant improvements in efficiency and productivity they bring to client operations. Overall, clients commend HGR Solutions for their tailored solutions, effective project management, and responsive communication.

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  • aiscelsys Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    50 - 249
    New Delhi, India

    Services provided

    15% AI Development
    20% Custom Software Development
    10% Blockchain +6
    10% Generative AI
    10% IoT Development
    10% Mobile App Development
    10% Search Engine Optimization
    10% Web Design
    5% Web Development

    Focus Areas

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

    Launched in 2015, aiscelsys is a midsize artificial intelligence development company. Their services include Artificial Intelligence and Custom Software Development.

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  • Olay Studio Logotype

    Olay Studio

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

    Services provided

    25% Web Development
    15% AI Consulting
    15% BI & Big Data Consulting & SI +3
    15% ERP Consulting and SI
    15% IT Strategy Consulting
    15% UX/UI Design

    Focus Areas

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

    At Olay Studio, we deliver comprehensive technology solutions for businesses across multiple industries. Based in Halle, Germany, our team specializes in web development, data analysis, open source

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  • Formamind Sp. z o.o. Logotype

    5.0 2 reviews
    Undisclosed
    $50 - $99 / hr
    10 - 49
    Warszawa, Poland

    Services provided

    10% AI Development
    30% Custom Software Development
    30% Web Development +3
    10% Application Management & Support
    10% Low/No Code Development
    10% Other IT Consulting and SI

    Focus Areas

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

    At Formamind, we create custom software - from MVPs for startups to enterprise solutions such as AI-driven apps, CRM & ERP systems, and web platforms. Our team uses modern yet reliable

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  • Tonzosoft Logotype

    Tonzosoft

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    20% AI Recommendation Systems
    60% Chatbots & Conversational AI
    10% Computer Vision +1
    10% Voice and Speech Recognition

    Tonzosoft is a software development firm. They were founded in 2024, and their services include Custom Software Development and Web Development.

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  • MicroTeam OÜ Logotype

    5.0 2 reviews
    $1,000+
    Undisclosed
    2 - 9
    Tallinn, Estonia

    Services provided

    20% AI Development
    30% Custom Software Development
    15% Microservices Architecture Services +3
    15% Product Design
    10% Cloud Consulting & SI
    10% Web Design

    Focus Areas

    35% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Machine Learning +2
    10% Natural Language Processing
    5% Cognitive Computing

    SmartDownloadz offers services in technical contract review and product management advice. Clients consistently praise their extensive knowledge, quick response times, and effective collaboration. Overall, SmartDownloadz receives positive feedback for their expertise and reliability, making them a valuable partner for technical and product management challenges.

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  • Olive Software Logotype

    Olive Software

    5.0 14 reviews
    $5,000+
    < $25 / hr
    2 - 9

    Services provided

    25% AI Development
    25% Mobile App Development
    25% Web Development +2
    20% AI Consulting
    5% Blockchain

    Focus Areas

    10% AI Recommendation Systems
    50% Machine Learning
    10% Chatbots & Conversational AI +3
    10% Computer Vision
    10% Natural Language Processing
    10% Voice and Speech Recognition

    At Olive Software, we provide AI-powered solutions for web and mobile applications. Our expertise lies in seamlessly integrating artificial intelligence into scalable, high-performance apps that

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  • FXFX Studio Logotype

    Not yet reviewed

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

    Services provided

    30% AI Development
    70% AR/VR Development

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Computer Vision +1
    25% Voice and Speech Recognition

    FXFX Studio is a Tallinn, Estonia-based AR/VR development company. They provide AR/VR development and Artificial Intelligence.

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  • Tenacity doo Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    25% Mobile App Development
    20% Application Testing +3
    20% E-Commerce Development
    15% Web Development
    10% Low/No Code Development

    Focus Areas

    45% AI Recommendation Systems
    40% Machine Learning
    15% Chatbots & Conversational AI

    Tenacity doo is a website development firm. Their team is based in Kragujevac, Serbia and offers Web Development and Mobile App Development.

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  • Visear.ai Logotype

    Not yet reviewed

    $50,000+
    $200 - $300 / hr
    2 - 9
    Brooklyn, NY

    Services provided

    20% AI Development
    20% AI Consulting
    20% BI & Big Data Consulting & SI +2
    20% Cybersecurity
    20% IT Strategy Consulting

    Focus Areas

    15% AI Recommendation Systems
    35% Machine Learning
    20% Natural Language Processing +4
    10% Chatbots & Conversational AI
    10% Computer Vision
    5% Cognitive Computing
    5% Voice and Speech Recognition

    Visear.ai, an IT strategy consulting company, is based in Brooklyn, New York. They provide IT strategy consulting and BI & big data consulting & SI and were established in 2023.

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  • Saas Building Logotype

    Saas Building

    Not yet reviewed

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

    Services provided

    10% AI Development
    15% AI Consulting
    15% Generative AI +6
    10% Conversion Optimization
    10% Low/No Code Development
    10% Marketing Strategy
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

    15% AI Recommendation Systems
    45% Chatbots & Conversational AI
    15% Computer Vision +2
    15% Natural Language Processing
    10% Machine Learning

    Saas Building is a website development firm. The small Beaverton, Oregon-based team provides Web Development and Artificial Intelligence. The firm was established in 2024.

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  • Nirmaan Karo Logotype

    Nirmaan Karo

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    20% AI Development
    30% Mobile App Development
    20% Web Development +2
    15% API Development
    15% Custom Software Development

    Focus Areas

    35% AI Recommendation Systems
    35% Voice and Speech Recognition
    30% Chatbots & Conversational AI

    Nirmaan Karo is a small application development firm headquartered in Indore, India. The team specializes in Mobile App Development and Web Development.

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  • Global Thinking Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9
    Nelson, New Zealand

    Services provided

    20% AI Development
    20% AI Consulting
    20% CRM Consulting and SI +2
    20% Sales Outsourcing
    20% Web Development

    Focus Areas

    15% AI Recommendation Systems
    50% Chatbots & Conversational AI
    10% Voice and Speech Recognition +5
    5% Cognitive Computing
    5% Computer Vision
    5% Machine Learning
    5% Natural Language Processing
    5% Robotics

    Global Thinking, a CRM consulting and SI company, was launched in 2017. The team offers CRM consulting and SI and Web Development and is located in Nelson, New Zealand and Nelson, New Zealand.

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  • Boldtribe Innovations Logotype

    Boldtribe Innovations

    Not yet reviewed

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

    Services provided

    15% AI Development
    15% AI Consulting
    15% Generative AI +5
    15% Web Development
    10% Branding
    10% Marketing Strategy
    10% UX/UI Design
    10% Web Design

    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

    Boldtribe Innovations is a website development firm. Based in Bhubaneswar, India, their small team focuses on Web Development and Artificial Intelligence. The agency was launched in 2023.

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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 Empat
2 Zallpy Digital
3 Valletta.Software: AI-Care
4 Netguru
5 Excellent Webworld
6 OTAKOYI
7 Cody Solutions
8 Quytech
9 Simform
10 Cleveroad
11 DATAFOREST
12 EB Pearls
13 DigitalSuits
14 Neoteric
15 ZONE3000

List of the Top 15 Recommendation System Services

  1. Empat Logotype

    Empat

    $10,000+
    $25 - $49 / hr
    250 - 999
    San Francisco, CA

    Ability to deliver

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

    Service focus

    20% AI Development
    35% AI Recommendation Systems
    80% 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
  4. Netguru Logotype

    Netguru

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

    Ability to deliver

    39.8/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    10% AI Consulting
    10% Generative AI
    80% Other
    View Profile Visit Website
  5. Excellent Webworld Logotype

    Excellent Webworld

    $25,000+
    $25 - $49 / hr
    250 - 999
    Bloomington, MN

    Ability to deliver

    36.4/40.0
    16.6/20 Reviews
    9.9/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    45% AI Development
    35% AI Recommendation Systems
    55% 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. 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
  8. Quytech Logotype

    Quytech

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

    Ability to deliver

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

    Service focus

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

    Simform

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

    Ability to deliver

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

    Service focus

    20% AI Development
    15% AI Recommendation Systems
    80% 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. DigitalSuits Logotype

    DigitalSuits

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

    Ability to deliver

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

    Service focus

    50% AI Development
    25% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  15. 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
  16. Incrementors Logotype

    Incrementors

    $1,000+
    $50 - $99 / hr
    50 - 249
    Delhi, India

    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
  17. tkxel Logotype

    tkxel

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

    Ability to deliver

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

    Service focus

    25% AI Development
    12% AI Recommendation Systems
    25% AI Consulting
    15% Generative AI
    35% 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
  20. 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
  21. 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
  22. 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
  23. NineTwoThree AI Studio Logotype

    NineTwoThree AI Studio

    $100,000+
    $100 - $149 / hr
    50 - 249
    Danvers, MA

    Ability to deliver

    39.4/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    30% AI Development
    10% AI Recommendation Systems
    25% AI Consulting
    25% Generative AI
    20% Other
    View Profile Visit Website
  24. N-iX Logotype

    N-iX

    $100,000+
    $50 - $99 / hr
    1,000 - 9,999
    Malmö, Sweden

    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
  25. 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
  26. The NineHertz Logotype

    The NineHertz

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

    Ability to deliver

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

    Service focus

    30% AI Development
    10% AI Recommendation Systems
    70% Other
    View Profile Visit Website
  27. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

    10% AI Development
    10% AI Recommendation Systems
    10% AI Consulting
    40% Generative AI
    40% Other
    View Profile Visit Website
  28. Emerline Logotype

    Emerline

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

    Ability to deliver

    37.2/40.0
    17.8/20 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
  29. CodeNinja Logotype

    CodeNinja

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

    Ability to deliver

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

    Service focus

    50% AI Development
    10% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  30. Old.St Labs Logotype

    Old.St Labs

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

    Ability to deliver

    37.7/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    20% AI Development
    50% AI Recommendation Systems
    80% Other
    View Profile Visit Website

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