NVIDIA AI Podcast Safer, Faster Public Transportation: AC Transit’s AI-Powered Upgrade with Hayden AI - Ep. 290
38 snips
Feb 18, 2026 Marty Beard, CEO of Hayden AI, builds edge AI and camera systems for transit. Ahsan Baig, CTO of AC Transit, leads tech and innovation for the East Bay bus system. They discuss bus‑mounted cameras and NVIDIA‑powered edge AI that detect vehicles blocking lanes and stops. Topics include privacy‑by‑design, enforcement review workflows, early deployment challenges, rider accessibility gains, and expanding mobile AI for city asset management.
AI Snips
Chapters
Transcript
Episode notes
Legacy Manual Enforcement Failed
- AC Transit faced <5% citation success with legacy manual photo capture and needed an automated, accurate enforcement system.
- They required >90% accuracy, automated end-to-end workflow, and privacy-by-design to restore effectiveness.
Pilot Led To Board Approval
- AC Transit started with a five-bus pilot after selecting Hayden from an RFI and evaluation process.
- The board approved wider rollout after the pilot success and detailed evaluation.
Process Enforcement At The Edge
- Run AI on the vehicle edge to detect violations in real time and avoid sending raw personal data off-vehicle.
- Package only violation evidence for human review to preserve privacy and accuracy.