CortexData
RBI-native · ML-driven · India-ready

The lending OS for India’s next 10,000 lenders.

Originate, manage, co-lend, and securitise on a single stack. Five modules, eight loan products, every RBI return — built ground-up for Indian banks, co-operative banks, and NBFCs.

RBI-aligned out of the box
EN · ಕನ್ನಡ · हिंदी
CBS-agnostic. On-prem or cloud.
RBI-native compliance

Every regulatory return your bank has to file. Already built.

Most lending platforms bolt compliance on. CortexData was built around RBI Master Directions — so KFS, IRACP, PSL, DSB, OSS-3, audit chain, and cooling-off arrive as core, not as an integration.

RBI directiveWhat CortexData shipsStatus
RBI Digital Lending Guidelines (Sept 2022)Key Fact Statement (KFS), 7-day cooling-off, fee transparency, grievance escalationBuilt-in
RBI Master Direction — IRACP (Income Recognition, Asset Classification, Provisioning)Asset bucketing, provisioning calculator, monthly IRACP returnBuilt-in
RBI Master Circular — Priority Sector LendingPSL classifier, weaker-sections tagging, Form A quarterly returnBuilt-in
DSB / Form B — Daily Statement of Banking advancesDaily DSB return generator with EN/KN/HI renderingBuilt-in
OSS-3 — Quarterly Statement of AdvancesPSL-granular sector cuts, geography rollup, large-exposure flaggingBuilt-in
RBI Co-Lending Model Master DirectionOriginator + partner splits, escrow, settlement reconciliationBuilt-in
RBI Securitisation Master Direction (Sept 2021)PTC issuance, MRR/MHP compliance, investor reportingBuilt-in
RBI Gold Loan Master DirectionLTV monitoring, margin-call workflow, auction governance for unredeemed pledgesBuilt-in
Audit log immutability + 10-year retentionSHA-256 hash chain, S3 Object Lock retention sink, periodic verificationBuilt-in
ML decisioning

Explainable ML, not a black box.

CortexData ships a 5-model ensemble for fraud detection and a calibrated probability-of-default model for credit scoring — trained on your bank’s own data, not someone else’s. Every decision returns the features that drove it, so your underwriters and auditors see why.

  • Fraud ensemble: XGBoost + LightGBM + Random Forest + Gradient Boosting + Isolation Forest
  • Credit scoring: WOE scorecard + calibrated GB probability-of-default with isotonic calibration
  • 32 hand-engineered features tuned for Indian credit bureaus (CIBIL, CRIF, Experian, Equifax)
  • Per-decision feature attribution — defensible to RBI, Banking Ombudsman, and your credit committee
  • Model registry, drift detection, retraining pipeline (your ground truth, your control)
Decision trace · Application #LN-2026-04123
RG-B2
Risk grade
APPROVE
PD: 4.2%
Bureau score (CIBIL)754
DPD-30 last 24m0
FOIR38%
Income variance vs payslip6.2%
Address velocity0 in 90d
Device riskLow
Top-6 drivers · Full feature attribution available in audit log
Built for Bharat

One platform. Three languages. Every customer.

KFS, sanction letters, payment receipts, NPA notices, grievance acknowledgements — every customer-facing artefact renders in English, ಕನ್ನಡ, and हिंदी, with the same legal and arithmetic guarantees.

EN
Welcome
Key Fact Statement
ready
KN
ಸ್ವಾಗತ
ಮುಖ್ಯ ತಥ್ಯ ಹೇಳಿಕೆ
ಸಿದ್ಧವಿದೆ
HI
स्वागत है
मुख्य तथ्य विवरण
तैयार
Engineered for Indian lending

Built for India’s banks. Tested against India’s regulators.

CortexData isn’t a global platform with India retrofits. Every line of code, every regulatory return, every customer artefact is engineered for the Indian banking context — from the IRACP classifier to the Kannada KFS rendering.

8
Loan products on day one
5
Independent or composable modules
3
Languages: EN · ಕನ್ನಡ · हिंदी
1,500+
Backend tests, production-grade
Architecture

Plays well with your CBS. Plays even better without one.

CortexData runs as your full-stack lending OS or as a layer over Finacle, Flexcube, BaNCS, or any other CBS. Deploy on AWS Mumbai (ap-south-1), your private cloud, or on-prem — same code, same compliance posture.

CBS-agnostic

Adapter pattern abstracts your core: Finacle, Flexcube, BaNCS, or a CortexData-native ledger when no CBS exists.

Audit-immutable

SHA-256 hash chain, append-only audit log, S3 Object Lock retention sink, 10-year retention as standard.

Deploy anywhere

AWS Mumbai (ap-south-1), private cloud, or on-prem. Same Kubernetes manifests, same observability stack.

See CortexData run on your bank’s portfolio.

We’ll bring a working environment to your next credit committee. Walk away with a side-by-side of your current process versus CortexData on your numbers.