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Underwriting on the Wall: Why Credit Cards Are Entering an Intelligence-First Era

Nirav Prajapati
April 13, 2026
Co-Founder and CEO, Ignosis

Recent signals of tightening underwriting in credit cards are being interpreted as a slowdown. They’re not. They’re a structural reset.

The opportunity is still massive. Globally, the credit card market continues to grow steadily (~8% CAGR).

India is even more exciting:

  • 20% CAGR in card issuance
  • 100M+ cards in circulation
  • 25-30% YoY growth in spends

Yet penetration remains just ~5–6%. This gap represents the next 200–300M users.

The Problem: Growth vs Risk

As distribution scaled over the last few years—especially via co-branded cards—risk started catching up:

  • Thin-file / new-to-credit users
  • Over-reliance on bureau scores
  • Static income assessment
  • Limited visibility into real financial behaviour

With macro uncertainty rising, lenders are tightening underwriting. But tightening alone is not a strategy—it’s a temporary reaction.

The Shift: From Credit Access to Credit Intelligence

India doesn't have a credit demand problem. It has an underwriting and personalisation gap. The next phase of growth will come from issuing the right card to the right user, with the right design. This is where Account Aggregator (AA) + AI becomes foundational.

1. Real-Time Cashflow
Underwriting

AA transforms underwriting from static to dynamic:

  • Income consistency vs just income level
  • Expense obligations in real-time
  • Cashflow cycles and buffers

You move from credit history to credit reality.

2. Precision Risk, Not Blanket Tightening

AI layered on AA enables:

  • Detection of income volatility
  • Identification of synthetic / inflated profiles
  • Understanding repayment intent

Result: Approve the right users, reject the right risks.

3. The Big Unlock:
Personalised Credit Cards

AA provides deep visibility into how users actually spend:

  • Categories: travel, food, ecommerce, fuel
  • Patterns: frequency, ticket size, seasonality

AI can enable:

  • Personalised credit limits
  • Dynamic rewards and offers
  • Category-specific benefits

Cards evolve from mass products to contextual financial tools.

4. From Issuance to
Engagement

Personalisation drives:

  • Higher activation rates
  • Increased monthly spends
  • Lower dormancy
  • Better lifetime value

Growth shifts from distribution-led to usage-led.

The New Stack for Credit Cards

Together, they redefine credit cards as intelligent, adaptive, and contextual products.

Final Thought

The winners won’t be the ones who tighten the most.

They’ll be the ones who underwrite smarter, personalise deeper, and engage continuously.
At Ignosis, we’re already seeing this shift play out across lenders:

Better approvals. Lower risk. Higher usage.

The future of credit cards won’t be driven by limits. It will be driven by intelligence.

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