Verification Engine
Land Record DigitizationOwnership VerificationCrop History TrackingLoan Eligibility ScoringPortfolio Risk Analytics
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Stage 04 · Score

An explainable eligibility score, with the reasoning attached.

The combined record - ownership, land data, and crop history - is converted into a single decision-support score. The drivers behind the score and the flags against it are shown on the same surface, not hidden inside a model.

Score breakdown · parcel 142/3B
Ownership signalVerified, no encumbrance, clean mutation trail+22
Land signal2.4 ac irrigated share, boundary clear+18
Yield signalWheat and rice above regional average+24
DiversificationTwo-crop rotation, moderate seasonal exposure+12
Region flagRain-fed exposure on Kharif cycle-4
Composite score76 · EligibleExplained
Worked example

One score, six drivers, one flag - all on the same surface.

A single record shown end-to-end. Real records vary by state and region - the shape below is representative, not universal.

OwnerRamesh K. Verified
Survey No142 / 3B Verified
Area2.4 acres Verified
RegionBhagalpur, Bihar Rain-fed
Crop history · 6 seasonsYield vs regional average
R '23Wheat
K '23Rice
R '24Wheat
K '24Rice
R '25Wheat
K '25Maize
76
Loan Eligibility
Eligible · land data supports underwriting
Explainable
Honest note

A decision-support score, not a decision.

Where the platform is confident and where it is not - stated plainly, on the surface, not buried in a data sheet.

The eligibility score is a decision-support signal - it summarises what the verified record is telling the credit team. Final lending decisions remain with the institution's own credit policy, its underwriter, and its risk committee. The platform never books a loan; it only shows the record and its own reading of it.

The model is not a black box. Every score can be expanded to show the individual drivers, their weight, and the flags applied - the underwriter can override or downweight any of them and note the reason on the file.

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Portfolio Risk Analytics