Location Intelligence Step {{ stepLabel }} of 4
1 Capture Capture
2 Verify 2 Verify Verify
3 Enrich 3 Enrich Enrich
4 Predict 4 Predict Predict
Capture Applicant enters address Free-text entry is accepted as-is — no field validation at the form.
Residential address
flat 3 sai krupa bldg nr rly stn andheri e mumb raw
Unstructured · unverified · 46 characters Awaiting parse
Input Onboarding form · Loan application #MH-40921
Address resolved & verified Confidence 96%
House / Flat 3
Building Sai Krupa
Locality Andheri East
District Mumbai
State Maharashtra
PIN code 400069
Valid address Geocoded PIN confirmed
Normalised 3, Sai Krupa, Andheri East, Mumbai, Maharashtra 400069
Location enrichment Area radius · 2 km
Andheri East, Mumbai
Assessed area
Population 12,114 per km²
Buildings 3,455 mapped structures
Points of interest 1,192 798 commercial
Affluence 81 High
Affluent, developed metro core · low area fraud
Final prediction · Customer × Location #MH-40921
Customer
· Declared · Andheri, Mumbai
Device GPS · ~700 km away
IP address · different state
Location
Real, premium area
Creditworthy · low fraud
Address genuine
Prediction Applicant is not present at the declared address. The address is real and creditworthy — but the applicant's device is ~700 km away in another state. Likely address fabrication. Prediction · Address unverified → Review