Case study / Build

    AI Edtech Startup

    Helping an AI edtech startup build an always-on AI cofounder, now live in university accelerators.

    Built an always-on AI cofounder for entrepreneurs, now live in university accelerators with 90+ users in 6 months.

    90+
    Users in 6 months
    Annual
    Accelerator contracts
    1
    Always-on AI cofounder
    01 / Context

    Where they started.

    An edtech founder had already shaped the use cases and focus areas, and wanted to move fast on the build of the AI product.

    The product: structured advice for entrepreneurs, especially those going through accelerators. An always-on cofounder.

    Early conversations with users made one thing critical: the quality of the advice, and the structure it came in.


    02 / What we did

    The work.

    • 01

      Plan. We planned the product around one omnipresent AI agent with access to every skill in the app, alongside AI-powered tools for the work of starting up: market research, financial modelling, marketing channels, value propositions, costs and feasibility, idea generation, and VC-ready pitch decks. And because the quality of advice is what users judge the product on, we chose an architecture built to improve it fast: models swap in and out as soon as better ones are available, with no regressions.

    • 02

      Design. We designed the user experience around the actual habits of users, drawn from direct conversations rather than assumptions.

    • 03

      Build. We built a reliable AI product that delivers high-quality, unique advice in the structure users expect, and optimised LLM costs so the AI-powered functionality runs at very low cost.

    • 04

      Launch. We tested acquisition across TikTok, Instagram, real-life events, courses and networks, and supported the technical rollout into university accelerators.

    03 / So what?

    What it produced.

    • 01

      Annual contracts with university accelerators, putting the product in front of every new cohort of founders.

    • 02

      90+ users within 6 months.