Pulseroom
An AI health companion that turns daily check-ins into a plan.
Pulseroom is our AI-products concept — a mobile health companion that listens to a 30-second daily check-in and turns it into something actionable. It's where the studio's "build AI into the product" capability gets to show its work: RAG, guardrails and evals, not a chatbot bolted on.
01 — The challengeWhat we were solving
Health apps track everything and tell you nothing. The hard part isn't the tracker — it's a companion that gives genuinely helpful, personalised guidance without drifting into medical advice it has no business giving.
02 — The approachHow we built it
We built retrieval over the user's own history so the companion reasons about you, not the average person — wrapped in guardrails that keep it firmly on the safe side of advice, and an eval set so quality is measured, not hoped for. The interface stays calm: a companion that explains, not a dashboard that nags.
Vitals at a glance
Sleep, HRV, steps and resting heart rate in one calm grid — the signal, without the spreadsheet.
Patterns you'd miss
The companion reads your week and surfaces the one insight that actually changes tomorrow.
30-second check-in
A daily voice or tap check-in that takes less time than making tea.
Companion with memory
RAG over your own logs, so it reasons about you specifically.
Guardrailed advice
Tuned and eval'd to stay clearly on the right side of medical guidance.
Gentle nudges
Progress that motivates instead of shames, and earns a daily return.
These are build facts, not invented client metrics — Outbuild Lab concept builds, made to show the craft and the clock.