Raven

Engineering Evolution

Raven Lessons Learned

Short public-safe lessons from programmes, tests and case studies.

Date range2026-03-01 to 2026-07-16
Days covered138
Evidence artifacts13867
Evidence-source records905639
Scenarios counted1247
Replay references1030
Qualification references460
Test references323990
Finding pages233

Lessons Learned

Before testing

Raven assumed bounded decision packets could expose weak-signal decisions without customer data.

What data showed

The evidence forced stronger separation between speed, confidence, consequence and unknowns.

What changed

Failures are preserved, source lineage is required, and customer-specific claims remain pilot-required.