BERT Product Case Study
The complete 0→1 story: problem, discovery, MVP, AI design, launch evidence, limitations and next-release decisions.
Open case study PDF ↗Four connected artefacts show how I frame a product, translate evidence into requirements, define meaningful measurement and prioritise under real constraints.
The complete 0→1 story: problem, discovery, MVP, AI design, launch evidence, limitations and next-release decisions.
Open case study PDF ↗A proposed next-beta report experience translating genericness, repetition and workplace relevance feedback into functional requirements, safeguards and rollout criteria.
Open PRD ↗A north-star and metric system connecting journey completion, report quality, meaningful use, reliability, privacy and operational cost.
Open KPI framework ↗An outcome-led Now/Next/Later roadmap using mandatory release gates and evidence-adjusted RICE without allowing a score to replace product judgement.
Open roadmap ↗The case-study webpage connects the artefacts to the product context, evidence and trade-offs.