Real-World Problems.
Verified Evidence.
Permanent Accountability.
Citizens capture issues with GPS coordinates. AI assists triage and visual evidence comparison. Field technicians submit verifiable proof. Only official organization approval closes a case.
1,482
Grievances Filed
1,329
Verified & Resolved
22.4 hrs
Avg Turnaround
98.6%
GPS Verification Rate
How ResolveAI Enforces Resolution
ONE permanent record in Supabase. Controlled by a server-side state machine where no party can fake completion.
Citizen Reports with GPS
Capture problem photo + description + high-precision browser coordinates.
Organization Assigns Worker
Verified department allocates a technician based on skill and workload.
GPS Math & AI Verification
Technician submits after-photo, notes, and live GPS from the repair site.
Recent Verified Resolutions
Real before and after records. All citizen and worker PII stripped for privacy safety.
BEFORE
RESOLVEDArterial Road Pothole Repaired
MG Road, Ward 14 • Public Works Department
BEFORE
RESOLVEDBroken Streetlight Mast Replaced
Sector 4, Cross 2 • Electricity Supply Corp
BEFORE
RESOLVEDMain Pipeline Burst Sealed
Railway Colony, North Gate • Municipal Water Board
Role-Specific Operational Portals
Each actor operates within their strict boundaries enforced by Supabase Row Level Security.
Engineered to Prevent False Closures
Traditional municipal complaint portals rely on honor systems. ResolveAI replaces trust with mathematical proofs and verifiable telemetry.
Haversine GPS Lock
Field technicians must be physically within 100 meters of the reported coordinates to submit resolution evidence. Calculated server-side using spherical trigonometry.
Gemini 2.5 Vision Check
Multimodal AI compares original citizen damage with field worker after-photos, scoring work quality and flagging potential fraud for human supervisors.
Supabase RLS Isolation
Zero client role escalation. Citizens cannot touch department queues, workers cannot self-close, and organizational approval is strictly enforced at database engine level.
Immutable Audit Chain
Every state transition generates a timestamped, signed event log. No grievance can be silently deleted, retroactively edited, or hidden from civic scrutiny.
Guaranteed Response Times by Civic Hazard Level
Municipalities connected to ResolveAI agree to auditable response windows. Real-time telemetry automatically escalates stalled cases to administrative review.
Open manholes, live electric cables, deep road craters
Water main leaks, broken traffic signals, streetlight outages
Garbage accumulation, clogged storm drains, damaged sidewalks
Frequently Asked Questions
Everything you need to know about mathematical GPS verification, AI triage, and accountability.
When a field technician attempts to submit repair proof, ResolveAI queries their browser device's high-precision GPS hardware. The backend calculates the great-circle surface distance using the Haversine trigonometric formula between the citizen's original locked coordinates and the technician's live location. If the distance exceeds 100 meters, the submission is rejected instantly, making remote or fabricated closures mathematically impossible.
Still have questions about institutional deployment or city municipal integrations?