Banks, NBFCs and insurance companies aren’t struggling to manage money anymore they’re struggling to manage information.
The Real Challenge Isn’t Money. It’s Information.
Every minute, a loan application is uploaded, an insurance claim is filed, a customer raises a service request or a payment is processed. Customers see a smooth digital experience. Behind the scenes, teams juggle documents, compliance checks, approvals and customer communication. AI is becoming valuable because it helps organisations process information faster, reduce repetitive work and improve decisions.
Financial Services Is More Than Banking
| Segment | Core Operations |
|---|---|
| Banks | Deposits, payments, lending |
| NBFCs | Consumer & SME lending |
| Insurance | Policies, underwriting, claims |
| Wealth Management | Investment advisory |
| FinTech | Digital payments and lending |
Why Manual Operations Are Not the “Way Ahead”
- GenAI could create US$200–340 billion in annual value for banking (McKinsey).
- India processes 18+ billion UPI transactions every month (NPCI).
- Knowledge workers spend nearly 20% of their week searching for information (McKinsey Global Institute).
Where AI Helps
| Business Area | AI | Outcome |
|---|---|---|
| Onboarding | Document verification | Faster approvals |
| Loans | AI summaries | Higher productivity |
| Claims | Document analysis | Quicker settlements |
| Support | AI assistants | Faster responses |
| Compliance | Policy search | Reduced effort |
Final Thought
The biggest AI opportunity is removing operational friction. Start with one document-heavy workflow and expand from there.
