Our Work.

    We help startups and brands across AI, data, and strategy to make AI work for them.

    Working with startups and brands

    We helped dozens of founders, entrepreneurs and brand owners optimize their operations, launch new services, and grow their businesses, with AI that actually works for them.

    AI Strategy
    AI Product Strategy
    Data Modelling
    Analytics
    Automation
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    AI Strategy

    Digital Agency (10M+/y)Italy{Marketing}

    Identified 6 high-impact AI opportunities across ops and growth for a 10M+/y digital agency. With the pilot for the first opportunity, cut manual hours by 80% and improved inbound CS processing time by 18%.

    AI Strategy

    AI Product Strategy

    Pre-seed StartupUAE{MarTech}

    Defined core AI feature set from scratch to tickets ready for engineering work in 3 weeks for a pre-seed startup. Delivered data model, technical AI architecture, and MVP scope to accelerate engineering development.

    AI Product Strategy

    Service Portfolio Expansion with AI App

    Digital AgencyUAE{Digital Services}

    Assessed core service portfolio and opportunities for expanding it using AI for a digital agency. Identified 3 new service offerings and built an AI MVP roadmap for launching them within weeks.

    Service Portfolio Expansion with AI App

    Product Analytics Framework for AI Agents SaaS

    Series A SaaSEurope{FoodTech}

    Built pragmatic analytics framework for a Series A SaaS with 20+ AI agents. Surfaced failure modes, reduced debugging time by 60%, and improved user outcome achievement (for users of the app) by 22%.

    Product Analytics Framework for AI Agents SaaS

    AI SaaS Launch Strategy

    Series A StartupEurope{FoodTech}

    Advised on GTM strategy pre-launch for a Series A startup. Defined operating model, product positioning, and early tests to get and retain first 10 B2B users through beta and early access.

    AI SaaS Launch Strategy

    AI Content Production System

    Pre-seed StartupUAE{MarTech}

    Built AI workflow producing 150+ pieces of short form video content weekly for a pre-seed startup. Cut content costs by 90%+, reaching millions of viewers every month.

    AI Content Production System

    E-Commerce Fulfillment Automation

    Unicorn StartupEurope/USA{E-commerce}

    Automated 80% of fulfillment data entry tasks with a custom Ops platform for a VC-backed startup. Reduced order errors by 35%.

    E-Commerce Fulfillment Automation
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    Value Iteration