An alert is only useful if it can be defended.
A VESU incident gives the operator more than a label. It shows the observed condition, the region, the coverage state, the clip or keyframes, the explanation, and the evidence timeline that made the alert publishable. If the operator opens the incident, the important context is already there.
One incident. One record. Everything the operator needs.
Schematic artifact. Sanitized fields.
"White sedan stationary on the right shoulder for 50 seconds. Traffic flowing in all lanes. View is clear; camera healthy."
One media chain. Three views of it.
The frames that triggered perception, the clip used for verification, and the incident report all point back to the same media lineage. We do not explain alerts with media that is not the media the system reasoned over.
Reproduce past decisions. Test changes without rewriting history.
If a strategy, prompt, model, schema, or scene model changes, VESU can still reconstruct what version produced any past alert. Replay is how the system improves without losing the past.
Given an incident ID, the system can re-run the exact strategy, prompt, schema, and scene-model versions that produced it.
A candidate strategy can be run against a corpus of recorded incidents to see what it would have changed — before any operator sees it.
A change reaches operators only after replay gates pass. Promotion is evidence-based, not intuition-based.
Designed for audit, retention, and access.
Public-sector traffic operations require disciplined evidence. VESU is designed around audit-discoverable records, role-based evidence access, configurable retention policies, and discoverable incident histories.
Every alert is queryable by date, camera, class, and outcome — with the full evidence package.
Evidence access is role-based. Operators, supervisors, and external reviewers see what they should.
Configurable per agency: clip retention, evidence retention, derived-data retention.
Every output ships with the strategy/model/schema versions that produced it. The record outlives the model.
Trust is not a single feature.
It is media integrity, provenance, replay, and access control combined. We are happy to walk through the evidence model for the kind of disputes your agency has had to defend.