Executive dashboard Platform architecture Governance & evidence

Prediction detail

Elevated crossing incident risk (15m horizon)

Weighted inputs crossed the advisory band; rationale and drivers align to your published profile.

schoolzone_prediction_profilevprofile-1.4

Profile schoolzone_prediction_profile · Model profile-1.4

Open entity record

HIGH

81%

Calibrated risk

Confidence & defensibility

86%

Calibrated confidence

HIGH

Level from profile rules

Weighted inputs crossed the advisory band; rationale and drivers align to your published profile.

Confidence

86%

HIGH

Raw → calibrated

78% → 81%

Index vs scaled score

Completeness

90%

Feature coverage

Reason codes

Traceable drivers

Recommendations

From profile templates

Audit entries

Pipeline + governance

Evidence chain

Raw event through outcome

Completeness: 3 / 3 stages present

ingest
Inputs normalized
Domain adapter aligned source events to canonical signals.
score
Profile-driven score
Shared engine applied thresholds, calibration, and reason mapping.
recommend
Recommendation issued
Playbook mapping produced a prioritized action with evidence linkage.

Top contributing signals

Weighted drivers

pedestrian_volume_index

Weight 20% · normalized 70%

34%

speed_variance_near_zone

Weight 25% · normalized 70%

28%

Thresholds

Risk bands crossed

advisory

Floor 65%

Met

Reason codes

Structured explanations

PATTERN_DIVERGENCE

Signals depart from peer or baseline expectations per active policy.

Recommended actions

Redeploy crossing support & alert drivers

Surge crossing support and enable temporary speed-zone messaging per district runbook.

Chronological audit

Immutable milestone trail

5/1/26, 1:00:00 PM
SCORE COMPUTED
prediction: pred_demo_schoolzone_001
5/1/26, 1:00:00 PM
RECOMMENDATION CHAIN
prediction: pred_demo_schoolzone_001

Processing trace

Core engine checkpoints

decision:pred demo schoolzone 001governance:reviewed

Feature evidence

primary_signal_index

adapter