AI is reshaping vehicle design, manufacturing, and driving: it powers ADAS and autonomy, speeds quality control and predictive maintenance, and…
By Jordan Reed · Published · 8 min read
In this article
"Safety engineering and redundancy are essential because mistakes in physical systems can cause harm." — Waymo Safety Report, Waymo
What To Do First
Run a one-hour data inventory and a 30-minute stakeholder alignment session to identify a single, bounded pilot that captures both business value and manageable risk.
- Run: export 7 days of CAN-bus and telematics logs from one vehicle type to check data completeness.
- Map: list three use cases prioritized by revenue impact and regulatory complexity (e.g., predictive maintenance, line inspection, ADAS update).
- If fleet telemetry isn't available, run a short manual data-collection pilot on one production line and log sample rates and quality.
After those actions, choose the pilot that requires the least regulatory lift and yields measurable KPIs within three months.
Real-World Example: Waymo Safety & Deployment Metrics
Company: Waymo
Approach: Waymo combines public-road testing, large-scale simulation, and staged rider programs to validate autonomy under strict safety engineering practices.
Results in reported metrics
- Waymo reports over 20 million autonomous miles on public roads and billions of simulated miles used for validation (Waymo Safety Report).
- Waymo documents continuous simulation-based scenario testing to cover rare events not frequently seen in road testing (Waymo Safety Report).
Written by
Jordan Reed — Cybersecurity & Technology Writer
Jordan Reed is a cybersecurity and technology writer focused on digital security, data privacy, and emerging security challenges. With 7+ years of experience in cybersecurity research and technology content, Jordan explains complex security concepts in practical, accessible language. His work covers cyber threats, data protection, privacy, AI security, and best practices for staying secure in an increasingly connected world.
Credentials: Cybersecurity Research & Technology Content Specialist
Expertise: Cybersecurity, Data Privacy, Digital Security, AI Security, Risk Management
7+ years of experience