On this page
What we check early on Healthcare: AI Evaluation Harness Guide, what usually goes wrong in production, and how teams avoid a rewrite six months later.
Who this is for
Ignore the buzzwords. For Healthcare: AI Evaluation Harness Guide, the hard constraint is usually data ownership or ops capacity — not how many features fit on a roadmap slide.
Decisions that still look smart in 18 months
Instrument the happy path and the ugly path. Silent failures are what turn a launch into a weekend incident.
Build checklist we actually use
Instrument the happy path and the ugly path. Silent failures are what turn a launch into a weekend incident.
Failure modes we keep seeing
Use boring technology where the risk is operational. Save novelty for the one wedge that makes the product worth buying.
How we measure rollout
Instrument the happy path and the ugly path. Silent failures are what turn a launch into a weekend incident.
We update this when delivery patterns change on live client work.