Introduction
Bajaj Finance built one of India's largest consumer lending franchises on a simple promise: walk into an electronics store, buy the phone or refrigerator you need, and pay for it in No Cost EMIs. The Insta EMI Card digitised that promise. It carries a pre-approved limit, works across a large network of partner stores and online merchants, and is issued and managed inside the Bajaj Finserv app.
The prompt asks for a feature that helps first-time borrowers in Tier-3 towns understand and use the Insta EMI Card. These customers often have thin or no credit files, may be buying their first financed product, and frequently meet the card through a store promoter rather than an app. I'll clarify the problem, explain why it matters for Bajaj Finance, pick a segment, map pain points, and then design and measure a solution.
Before going further, check with the interviewer: "I'll treat this as a feature inside the Bajaj Finserv app for new-to-credit Insta EMI Card holders. Does that framing work?"
Step 1
Clarify Questions (3 minutes)
- Why it matters: A feature that pushes first transactions without improving understanding can raise bounce rates on EMIs.
- Hypothetical answer: Both. Leadership wants more first-time cardholders to make a first purchase within 60 days, without hurting early repayment behaviour.
- Impact: Success metrics must pair activation with a repayment guardrail.
- Why it matters: The design has to start where the user actually starts.
- Hypothetical answer: Most are onboarded at a partner store by a Bajaj Finance representative during a consumer durable loan, then pay a one-time card fee and receive a digital card in the app.
- Impact: The first app session usually happens days after the store visit, with little memory of the terms.
- Why it matters: Tier-3 users skew towards entry-level Android phones, patchy data, and regional languages.
- Hypothetical answer: Hindi, Marathi, Tamil, Telugu, and Bengali are priority languages; the app must work well on 2–3 GB RAM devices.
- Impact: Lightweight screens, vernacular voice, and offline-friendly content are in scope.
- Why it matters: RBI's digital lending guidelines require a Key Fact Statement (KFS) and clear disclosure of all-inclusive cost.
- Hypothetical answer: Yes, every change to how charges are explained must be reviewed by compliance.
- Impact: The feature should explain the KFS, not replace it.
Propose the Goal
Help new-to-credit Insta EMI Card holders in Tier-3 towns understand what they owe and when, so that more of them make a confident first purchase and repay it on time.
Define the Scope
In scope: the Insta EMI Card section of the Bajaj Finserv app, the first 90 days after card issuance, and the link back to partner stores. Out of scope: underwriting changes, limit-setting policy, and the merchant-side promoter app.
Pause and summarise the goal in one sentence before moving on. Interviewers at lending companies listen for whether you balance growth with credit quality.
Practice similar questions
Subscribe to access the full answer