Live API · ap-south-1 · 649K+ Villages

Every Indian Village,
Now Addressable.

BiGeo resolves any Indian village address — "near banyan tree, behind Raju shop, Yellareddyguda" — into precise GPS coordinates in under 2 seconds. Built for logistics, fintech, and government.

See How It Works
649K+ Villages Indexed
<2s Response Time
1M+ GPS Points
36 States & UTs
BiGeo VAAHAN API — Live Demo
// Click "Parse →" to resolve this address to GPS coordinates
curl -X POST https://v34s17v3h2.execute-api.ap-south-1.amazonaws.com/v1/parse -H "x-api-key: YOUR_KEY" -d '{"address":"Yellareddyguda, Siddipet"}'
The Problem

India's ₹2,800 Crore Address Gap

800 million rural Indians live at addresses that exist in no digital database. Every failed delivery, rejected loan, and undelivered government scheme starts here.

27%

Rural delivery RTO rate — vs 12% in metros. Most failures caused by unresolvable addresses. ₹180 wasted per failed delivery on a ₹400 order.

₹2,800 Cr

Lost annually to address failures — failed e-commerce returns, undisbursed rural credit, unverified insurance claims, undelivered welfare benefits.

800M

Rural Indians with no structured address in any digital database. Google Maps, HERE, and MapMyIndia all fail on informal village addresses.

"Near banyan tree, behind Raju shop, Yellareddyguda, Siddipet" A real delivery address. Google Maps cannot find it. BiGeo resolves it to GPS in 1.8 seconds. — Actual address from Siddipet, Telangana
Competitive Landscape

Nobody Has Cracked This. Until Now.

Google Maps, HERE, MapMyIndia — all built for structured addresses. None handle Tier 3/4 rural unstructured addresses at API quality.

Provider Urban Accuracy Rural Structured Rural Unstructured API-Ready
Google Maps✓✓✗✓
HERE Maps✓~✗✓
MapMyIndia✓~✗~
India Post✓✓✗✗
BiGeo VAAHAN✓✓✓✓
The Technology

4-Layer Resolution Pipeline

Every address goes through four stages — knowledge base retrieval, AI disambiguation, GPS validation, and structured output — in under 2 seconds.

Step 01

Knowledge Base

Vector search across 1M+ PMGSY habitations + India Post locations indexed in AWS Bedrock. Semantic similarity in <500ms.

Step 02

LLM Disambiguation

Claude Sonnet on AWS Bedrock reads the address in context, ranks candidates, and resolves ambiguity using Indian geography reasoning.

Step 03

GPS Enrichment

HERE Maps validates coordinates. 19,559 pincode centroids serve as guaranteed fallback when live GPS is unavailable.

Step 04

Structured Output

Returns village / mandal / district / state / pincode / lat / lng / confidence score / GPS source in clean JSON via REST API.

<2 seconds end-to-end
Data Advantage

The Dataset Nobody Assembled Before Us

Five government datasets. Three months of ETL. Not downloadable from anywhere else in this form.

1M+
GPS Points Indexed
PMGSY GeoSadak (815K rural habitation GPS points from Ministry of Rural Development) + India Post pincode locations — all vector-indexed in AWS Bedrock for semantic search.
Source: Ministry of Rural Development · India Post · AWS Bedrock KB
649K
Villages Loaded
Complete LGD Village Directory — 649,529 villages across all 36 states and UTs with administrative hierarchy (village → subdistrict → district → state).
Source: Ministry of Panchayati Raj · Local Government Directory (LGD)
165K
Post Offices
India Post pincode database with 165,627 post offices including verified latitude/longitude coordinates, mapped to village hierarchies.
Source: India Post · Department of Posts
19,559
Pincodes in DynamoDB
Every Indian pincode with averaged GPS centroids, live in production as guaranteed fallback when AI + HERE Maps do not return a result.
Source: Computed from India Post data · Live on AWS DynamoDB ap-south-1
6,932
Subdistricts Indexed
Complete subdistrict (mandal/taluk/tehsil) hierarchy with FastAPI + PostgreSQL/PostGIS backend for forward and reverse geocoding with trigram fuzzy search.
Source: LGD Directory · FastAPI + PostGIS India Address Graph
Use Cases

Three Verticals. One API.

The same address resolution pipeline serves logistics, fintech, and government — each with a different ROI story but identical integration effort.

Logistics & E-Commerce

Cut Rural RTO Rate by 60%+

₹180 saved / delivery

Resolve undeliverable rural addresses before dispatch. Reduce failed delivery rates from 27% to under 10% and cut reverse logistics costs dramatically.

Delhivery · Shadowfax · Porter · Meesho · ONDC merchants
Rural Fintech & Banking

GPS-Verified Rural KYC

RBI-compliant address records

Verify rural customer addresses for KYC compliance, loan disbursement, and insurance claim processing with GPS-grade precision where no structured address exists.

Aye Finance · Spice Money · Avail Finance · Rural MFIs
Government & Public Services

Geocode Welfare Beneficiaries

800M citizens reachable

Geocode beneficiaries for PM-KISAN, PM Awas Yojana, and ration card delivery. ONDC mandate is making rural address resolution a compliance requirement.

State NIC offices · CSC centres · eGovernance vendors
Traction

Built in 3 Weeks. Here's What's Live.

Completed

VAAHAN API live on AWS — Lambda + API Gateway + DynamoDB ap-south-1

Bulk endpoint — up to 1,000 addresses per request

649K villages + 1M+ GPS points loaded and indexed in Bedrock

HERE Maps GPS enrichment working end-to-end

API key registration + SES email provisioning live

5 warm pilot conversations with logistics and fintech ops leads

$10,000 AWS credits active · MeitY Genesis Grant received

Next 60 Days

10,000-address pilot with logistics partner on failed delivery data

India Address Graph deployed to production on AWS ECS

First paying customer — ₹2–5/call, 1M+ calls/month target

DPIIT recognition + NVIDIA Inception application

Expand KB to 5M+ locations — state polygon shapefiles + PMGSY CSV

Pre-seed raise — ₹1–2 Crore · First backend engineer hire

Pricing

Start Free. Scale as You Grow.

500 free calls every month. No credit card required. Production-grade SLA from day one.

Starter
Free forever
For developers and small teams getting started with address resolution.
  • 500 API calls / month
  • POST /parse — single address
  • JSON response with GPS + structure
  • Community support
  • Instant API key via email
Most Popular
Growth
₹2–5 / call
For logistics, fintech, and growing teams processing real delivery and KYC volumes.
  • Volume-tiered pricing (lower per call as scale grows)
  • POST /parse/bulk — 1,000 addresses/request
  • Confidence scores + GPS source
  • 99.9% uptime SLA
  • Priority email support
  • Usage analytics dashboard
Talk to Us — Get Pilot Access
Enterprise
Custom
For government eGovernance vendors, large logistics platforms, and fintech companies requiring white-label or data licensing.
  • Flat annual licensing
  • Data licensing — village/GPS dataset
  • White-label or embedded integration
  • On-prem or VPC deployment
  • Dedicated support + SLA
  • Custom model fine-tuning for regional dialects
Talk to Us
Talk to Us

Ready to Cut Your
Rural RTO Rate?

Tell us your use case. We'll set up a pilot — 10,000 addresses, real delivery data, measurable results.

Logistics & E-Commerce
Reduce rural RTO from 27% to under 10%
Fintech & Banking
Address verification for KYC, loans, insurance
Government & eGov Vendors
Geocode PM-KISAN, PM Awas, ration card beneficiaries

Resolve Rural India.
One API Call.

Join logistics companies, fintech teams, and government vendors already using BiGeo to reach 800M rural Indians. 500 free calls/month. No credit card. Production SLA from day one.

Talk to the Founder