Case studies
Published items include the Whimsy product case and a prior-employer enterprise operating example, with context, attribution, decisions, outcomes or operating patterns, and evidence boundaries.
Case studies and operating examples
Each published item identifies context, problem, role, key decisions, outcome or operating pattern, evidence available, and what the item does not prove.
Published items
Bato Labs work
Parents collect ideas everywhere but need a useful activity idea at the right moment, with context, age, energy, location, and low-prep constraints handled clearly. Outcome: Whimsy reached live public product, marketing, and distribution surfaces. The evidenced result is release completion and public availability, not adoption or product-market fit.
Historical prior-employer work. This was not a Bato Labs client engagement.
The organization needed AI-assisted workflow capability to move from experimentation toward dependable operating use while preserving ownership, review, evaluation, and sensitive-data boundaries. Outcome: The evidenced result is a documented operating pattern: workflow ownership, realistic evaluation, review gates, and operating handoff are treated as release requirements rather than after-the-fact review. It is not presented here as a quantified enterprise outcome.