AI in Traffic Management

Why it matters

Traffic management AI improves flow but must respect privacy + equity.

The architecture

Signal optimization + incident detection.

Privacy of vehicle data.

Equity across neighborhoods.

How it works end to end

SAE CDA + V2X.

Anonymize data.

Equity audits.