Master one topic at a time. In 5 minutes.
Curated card decks — each path synthesises our best research, data and analysis into a snackable journey. Swipe through, absorb, apply.
Building a Business Rules Engine
From static rules to ML-backed decisioning — how a modern BRE actually works.
Modern Credit Scoring: bureau to behaviour
Why behavioural and cashflow signals now sit alongside the bureau score.
Fraud Detection 101
Rules, velocity checks, device signals and ML — the layers of a fraud stack.
Champion–Challenger Testing
Safely test new scorecards against live traffic without disrupting the book.
Account Aggregator, end to end
Consent, FIP coverage and the value hiding beyond underwriting.
Bank Statement Analysis at scale
Parsing, categorisation and cashflow signals across 200+ Indian banks.
Alternate Data for Thin Files
Device and telco signals that unlock first-time borrowers — with consent.
Embedded Credit at Scale
How platforms launch BNPL and credit lines without becoming a lender.
Partnership Lending 2.0
Co-lending, DLG and structuring the next wave of partnership-led credit.
The MSME Lending Playbook
Underwriting and disbursal patterns for India's small-business borrowers.
Collections that don't churn customers
Prioritisation and messaging that recover dues without burning goodwill.
Agentic AI in Lending
MCP, conversational origination and what Atlas changes about the funnel.
MCP for Lending Stacks
The protocol that lets AI assistants act on your decisioning, safely.
AI-first Onboarding
How AI is killing the loan application form — and why that's good for lending.
Learn lending, five minutes at a time.
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