AV & ADAS Perception: From Testing to Production
Surface hidden failure modes and eliminate regressions before your next commercial rollout.
When autonomy meets the road- uncertainty wins
New cities, weather, construction, and road users expose gaps that standard mAP metrics fail to catch.
Rare occlusions represent <1% of data but cause >80% of safety incidents and interventions spikes.
Teams can’t quickly explain why it happened or pinpoint the cause, delaying safety sign-off and releases.
Turn test drives into release confidence
Identify functional insufficiencies and edge cases before they hit the road.
Generalise rapidly across new operational domains before entering new environments.
Reduce time to root cause and rapidly ship fixes that hold up in real driving.
Tensorleap helps your models hold up in real driving
Understand exactly what features your model relied on in complex, safety-critical scenarios.
Surface recurring failure patterns and domain gaps across drive logs and sensor data.
Validate improvements and prevent regressions before release.
For teams bringing intelligence to every mile
Leaders
Drive confident rollouts with go/no-go signals backed by substantiated evidence.
Replace manual debugging with automated failure analysis, dataset curation, and proven behavioral fixes.