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
    CONTACT US

    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 opportunity register
    OpportunityDeptEffortScore
    CS email triage automation
    OpsLow94
    Campaign performance insights
    MarketingMed88
    Proposal auto-drafting
    SalesMed81
    Invoice data extraction
    FinanceLow74
    Client onboarding checklist
    CSMed67
    Media spend reallocation
    MarketingHigh61

    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.

    Feature backlog · sprint-ready
    FeatureSprintType
    AI audience segmentation engine
    Sprint 1Core
    Dynamic ad copy generator
    Sprint 1AI
    Attribution modelling agent
    Sprint 2AI
    Performance prediction model
    Sprint 3AI
    Reporting data pipeline
    Sprint 2Data

    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 opportunity scorecard
    AI-powered campaign analytics
    Fit 9/10Market 8/10AI 9/103 wk
    Automated content production
    Fit 8/10Market 9/10AI 8/104 wk
    Client reporting agent
    Fit 7/10Market 7/10AI 9/106 wk

    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%.

    Agent performance register
    AgentVolumeFinding
    campaign_copy_agent
    1.4k/dLow confidence → flagged
    menu_promo_agent
    892/dOutput null → fixed
    social_post_agent
    2.3k/dPass
    email_sequence_agent
    447/dSchema drift → fixed
    offer_targeting_agent
    318/dPass

    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.

    GTM playbook · FoodTech SaaS
    Operating ModelCS playbookPricing tiers
    ICP & PositioningRestaurant opsF&B brand ICPs
    Beta AcquisitionCold outreachDemo-to-retain
    First 10 Users10 B2B qualified< 10 days

    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.

    Content production pipeline · 150+ pieces/wk
    Brief library
    Trend feed
    Product catalogue
    AI
    Pipeline
    TikTok
    Reels
    YouTube
    X

    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%.

    Fulfillment process map · 80% automated
    Before
    Manual supplier data entry
    Spreadsheet reconciliation
    Email order confirmations
    Manual error flagging
    After
    Auto-ingested supplier feeds
    Real-time ops platform
    API-synced confirmations
    Automated anomaly detection
    LET'S GET STARTED

    CONTACT US

    Value Iteration