AI-powered road inspection

Smarter road closure
inspections.

SENTRY helps agencies detect potential closures, optimize officer assignments, and coordinate inspections in real time.

Live demoNew closure detected
CommandOfficerSitesReport
LIVE12:35 PM
111389712!!FDMR

The workflow

From detection to inspection

See how SENTRY turns a potential road closure into a coordinated field inspection.

CommandOfficerSitesReport
LIVE12:35 PM
111389712!!FDMR

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.

Live scenario

Potential road closure

A new location has been flagged for review.

14th Avenue & Church Street
Likelihood of closure82%

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.

Research collaboration
William & Mary
Vanderbilt University
Dr. Ayan Mukhopadhyay

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.

Multi-Agent SystemsDecision-Making Under UncertaintyRobust Machine Learning

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.

Funded & supported by
National Science Foundation
NSF Civic Innovation Challenge
NSF Award #2527359
SENTRY© 2026 SENTRY