Real-time infrastructure reports verified and flagged by AI.
AI Verdict: Budget allocated for 5km road, but on-ground visual evidence shows only 2km completed. Missing work detected.
AI Verdict: Sanitation pipeline repair matches official records. Before/after citizen images verify work completion.

AI Verdict: Minor material quality mismatch detected. Standard grade cement used instead of specified high-grade mixture.

AI Verdict: Overbilling suspected. Maintenance funds claimed, but no fresh structural work or paint is visible in recent uploads.

AI Verdict: Streetlight installation project fully verified. All 50 poles are functional and geocoded exactly as per contractor's claim.