AI-powered road inspection
Smarter road closure
inspections.
SENTRY helps agencies detect potential closures, optimize officer assignments, and coordinate inspections in real time.
The workflow
From detection to inspection
See how SENTRY turns a potential road closure into a coordinated field inspection.
Step 1 of 5
AI detects potential road closures
SENTRY ingests detections from an AI/ML pipeline. Each potential closure carries a confidence score indicating how likely the closure is to be real.
Try it out
Make a field decision
A potential closure has just been detected. See how SENTRY can help decide who should respond.
Potential road closure
A new location has been flagged for review.
Your task
Choose an officer manually or use SENTRY for AI dispatch.
Available officers
Review the current field situation.
Who we are
Building AI for real-world decisions.
SENTRY brings together researchers in AI, optimization, and transportation to build decision-support tools for real-world field operations.


Lead Principal Investigator
Dr. Ayan Mukhopadhyay
Assistant Professor of Computer Science, William & Mary
Research spans multi-agent systems, robust machine learning, and decision-making under uncertainty, with a focus on applying AI to high-impact societal and operational challenges.
Good to know
Questions, answered.
SENTRY uses machine learning to identify locations where a road closure may be present. Each detection indicates how likely the closure is to be real, giving operators useful context when reviewing new alerts.

