Insights

Engineering depth for financial services teams.

Whitepapers, primers, RFP templates, and evaluation guides. Written by the engineers who ship the platforms, not by content marketers.

Templates & guides

Primers

Articles

Glossary

Featured

All resources

Template

LOS RFP template

Score NBFC LOS vendors on architecture, integration depth, compliance posture, and migration risk, not feature checklists.

NBFCLOSRFP

Open

Guide

Reconciliation evaluation guide

Score your reconciliation maturity across data sources, matching engine, classification, exception flow, and audit posture.

ReconciliationNBFCFinance ops

Open

Primer

RBI DLG engineering primer

RBI Digital Lending Guidelines aren't a compliance checklist. They're an architecture constraint. Here's what gets re-shaped.

RBI DLGNBFCCompliance

Open

Article

The hidden cost of legacy LOS

The most expensive line item in most NBFCs isn't tech, it's the LOS that hasn't been replaced. Where the velocity tax actually lives.

NBFCLOSTCO

Open

Article

Why NBFC reconciliation breaks at five places

Five problems doing 90% of the damage. Why throwing analysts at them never converges, and the reference architecture that hits 90–95% auto-match.

ReconciliationNBFCData graph

Open

Article

Why digital lending startups stall at the compliance wall

The MVP stack and the RBI-ready stack are not the same stack. The year-2 reset nobody scopes for, and how to sequence it without burning runway.

FintechDigital lendingRBI

Open

All resources

Template

LOS RFP template

Score NBFC LOS vendors on architecture, integration depth, compliance posture, and migration risk, not feature checklists.

Guide

Reconciliation evaluation guide

Score your reconciliation maturity across data sources, matching engine, classification, exception flow, and audit posture.

Primer

RBI DLG engineering primer

RBI Digital Lending Guidelines aren't a compliance checklist. They're an architecture constraint. Here's what gets re-shaped.

Article

The hidden cost of legacy LOS

The most expensive line item in most NBFCs isn't tech, it's the LOS that hasn't been replaced. Where the velocity tax actually lives.

Article

Why NBFC reconciliation breaks at five places

Five problems doing 90% of the damage. Why throwing analysts at them never converges, and the reference architecture that hits 90–95% auto-match.

Article

Why digital lending startups stall at the compliance wall

The MVP stack and the RBI-ready stack are not the same stack. The year-2 reset nobody scopes for, and how to sequence it without burning runway.

Guide

LMS evaluation guide

An LMS evaluation guide built around NPA as a first-class event, real-time NPA, GL parity, restructuring depth, audit trail.

Primer

Account Aggregator (AA) primer

What AA actually changes, consent, FI flow, expiration, revocation, and how it reshapes wealth-tech and NBFC architectures.

Article

What goes inside a modern NBFC LOS

Eight modules. No buzzwords. The compact, well-understood surface area of an NBFC Loan Origination System, and what's deliberately not in the list.

Article

NPA classification is an engineering problem

An LMS that computes NPA only for the regulator's report is already broken. NPA as a first-class event with downstream consumers in real time.

Article

Senior ownership in product engineering

Six concrete behaviours that separate a senior architect from a senior title, and how to test for them in vendor evaluation.

Glossary

Fintech engineering glossary

NBFC, LOS, LMS, BRE, IRAC, FLDG, AA, KYC, eKYC, BSA, DLG, engineering vocabulary, not marketing language.

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