How Product Studio works — the mechanism, plainly

No magic and no personality simulation: a retrieval step, a fixed output contract, and an honest account of what each answer rests on.

• You describe a real problem — numbers, constraints and who is pushing for what make the report sharper.
• It retrieves the relevant judgment from a store of Ambar's documented decision rules and factual record, in two passes.
• It answers in a fixed ten-block structure: summary, context, the real problem, risks, options, trade-offs, recommendation, execution plan, KPIs and expected impact.
• It declares what it is built on, separating documented rules from general reasoning.