machines updated.
One deployment. Twelve machines. Three enter safe-stop.
Veyra shows what changed, where else it is happening, what the team can do, and what happened after.
See what changed. Decide what to do. Learn what happened after. Reuse it next time.
safe-stop near loading zone B.
same release, no signal.
Product core behind the demo
The field case replay and Product Demo run on the same backend: source evidence, time-aware records, what changed, where else, affected versus healthy machines, option comparison, action recording, outcome linking and similar-case history.
Evidence → Decision state → Action → Outcome → Learningsource evidence ingestionshared evidence formatevent_time / known_at / ingested_atreconstruct what changed around a casefind where else the same pattern appearscompare affected vs healthy machinesdecision stateteam action recordoutcome linkingoutcome-linked history
EX03 · Start the backend and reset demo data
Field cases: real robot and aircraft data (ETH ANYmal, CMU ALFA) and synthetic excavator cases: what the evidence shows, which checks come next, decisions, outcomes, and what earlier cases taught.
Open the field cases
Credibility
Member of NVIDIA Inception