PramaanGrid (प्रमाण-ग्रिड)
The Anti-Fraud Proof-of-Clearance Protocol for Civic Operations
India produces 150,000 tonnes of municipal waste daily, yet 40% remains uncollected while urban local bodies bleed ₹500+ Cr on ghost contracts and fake cleanups.PramaanGrid stops contractor fraud with algorithmic accountability: zero app download via WhatsApp, instant GenAI "Vision of Tomorrow", and mathematical Proof-of-Clearance that keeps municipal funds safe in escrow.
Directly saved from ghost contractor claims and remote photo re-uploads.
GPS spoofing & VLM landmark mismatches intercepted before payout.
Cryptographically audited and recorded in municipal civic register.
Statutory 12-hour citizen deadline enforced across all city wards.
PramaanGrid Official
Verified Civic Gateway
Simulated clean state via FLUX.1 Inpainting
Zero-Friction Ingestion with GenAI "Vision of Tomorrow"
Most civic apps fail because citizens refuse to download 80MB government portals that log out constantly. PramaanGrid runs natively on WhatsApp: the tool 500 million Indians already trust and use daily.
FLUX.1 Inpainting: The Behavioral Hook
When a citizen reports an ugly dump, we don't just reply with a bureaucratic ticket. We return an AI-generated "Vision of Tomorrow" showing their exact street pristine and green. This turns cynical complaints into hopeful community ownership.
Gemini 3.5 Flash: Sub-Second Multimodal Triage
Filters out memes, domestic pets, and selfies in sub-second latency. Automatically rates hazard severity (1-10), itemizes polymer types, estimates volume (m³), and blurs pedestrian faces and license plates for privacy compliance.
Escrow Payment Lock
The moment the report is logged, municipal funds for the assigned contractor are held in escrow. Payout cannot be released until an on-site Proof-of-Clearance verification is passed.
Engineered for Mathematical Civic Trust
How PramaanGrid eliminates municipal leakage, ghost contractors, and citizen apathy through 5 interlocking algorithmic pillars.
WhatsApp Native Ingestion & Troll Shield
Eliminates the 90%+ drop-off rate of municipal government apps. Citizens submit photos and location pins natively over WhatsApp. Our zero-shot Gemini Flash gate weeds out domestic pets, memes, and selfies in sub-800ms before any compute or municipal resources are committed.
Haversine GPS Telemetry
Extracts hardware-level EXIF coordinates and computes the great-circle distance between the original complaint geo-pin and contractor cleanup photo.
VLM Structural Landmark Anchors
GPS can be spoofed by rooted handsets. Tier 2 isolates invariant architectural anchors (culvert curbs, stone pitching, boundary masonry) to prove spatial continuity.
Automated Escrow Lock & Slashing
Tender payouts are held in smart contract escrow. If a contractor attempts GPS spoofing or remote photo re-upload, payout is frozen and penalties are slashed.
Gen-RTI Statutory Escalator
If municipal officers breach the statutory 72-hour cleanup deadline, PramaanGrid automatically drafts a legally binding Section 6(1) Right to Information application.