Explainable outputs
Show the inputs and assumptions behind a recommendation.
ARCHITECH APPS / BUILD STANDARDS
The products should make inputs easier to inspect, sources easier to follow, and missing information easier to spot.
01 / PRODUCT REQUIREMENTS
For LotPulse, that means separating costs and estimates. For CaseCanvas, it means keeping records attached to events. For FanSurge, it means keeping creator decisions visible.
Show the inputs and assumptions behind a recommendation.
Keep a market comp, source record, or file close to the detail it supports.
Show cost components separately and make the calculation easy to follow.
Mark stale, missing, unavailable, or failed data. Never fill a gap with a guess.
Present estimates and evidence as decision support, not as a guaranteed outcome.
Show whether a product is live, in development, or at the concept stage. Label examples and estimates clearly.
These are product principles, not a certification. Each release should be judged by what it actually does.