FinTech Central · A FutureCentral publication
Make better AI decisions in financial services.
Evidence-based analysis and practical guidance for Indian financial-services leaders choosing where AI creates value, how to deploy it and how to manage risk.
What financial-services decision are you working on?
Start with the question in front of you. Explore enterprise value, customer journeys, operations and responsible adoption through six routes.
India Financial Services AI Tracker
Follow evidence-linked signals across banking, payments, lending, insurance, risk and wealth—without speculative rankings.
Explore the tracker →Selected practical guides
Start with these published guides to India Stack, agentic insurance and grounded financial AI.
Understand India Stack as AI infrastructure
See how identity, payments, consent and digital public infrastructure can support smarter financial services in India.
Read the India Stack guide →Evaluate agentic insurance
Explore where autonomous workflows may improve insurance shopping and servicing—and where oversight still matters.
Read the agentic insurance guide →Ground financial AI with reliable evidence
Learn how retrieval-augmented generation can connect model outputs to controlled financial-services knowledge.
Read the RAG framework →Latest financial AI analysis
Our most recently published articles, with concise summaries to help you choose what to read next.
Build, Buy, or Partner? Choosing Your Financial AI Stack
AI sourcing requires separate decisions about models, workflows, data, and controls. A bank may need a different approach for each layer. Consider a hypothetical lender buying an AI service that reads loan…
Human Review in Financial AI: Can Your Reviewer Spot a Wrong Answer?
Human review can give a financial AI decision a stamp of approval without making it more accurate. Consider this hypothetical credit case. An analyst receives a neat loan summary with a cash-flow…
Parametric Insurance: When a Real Loss Produces No Payout
Parametric insurance can pay quickly after a disaster, yet a customer can suffer a real loss and receive nothing. Consider a hypothetical farmer whose cover pays when rainfall falls below a set…
Workflow Intelligence: 5 Steps to Better Fintech
Workflow intelligence could give fintech its next advantage by connecting the systems financial institutions already depend on. For a decade, fintech competed on applications: faster onboarding, simpler payments, smarter lending, and easier-to-use…
GoReach Pairs AI With Human Experts for Mutual-Fund Investors
GoReach is bringing an AI companion and named human experts together in a service for mutual-fund investors. The company describes a service where users move from an AI chat to a person…
Why Trustworthy Investment Models Should Sometimes Refuse to Give an Answer
Valuation reliability starts with a simple question: does the evidence support the answer? A trustworthy investment model should sometimes decline to publish a fair-value estimate. By Gil Levy A precise answer can…
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