The claim after the crash
A product design question from a product manager interview, set at Bimakavach, a fictional motor insurance company.
The question
What you're told upfront
- (a) Video self-inspection in the app, requested by claims ops.
- (b) A network-garage locator with cashless repair, requested by the garage partnerships team.
- (c) AI photo damage estimation for instant small payouts, requested by the CEO's office.
- (d) A claim status tracker with WhatsApp updates, requested by customer support.
- (e) A fraud score using location and claim history, requested by the fraud team.
- (f) A document-upload revamp (licence, RC, FIR), requested by claims ops.
Skills this case tests
A starting structure
Goal and capacity first → claim types by size and situation → pick one claim segment → the claim journey step by step → score the six requests on shared criteria → pick one with a v1 → metrics
How to approach this case
Clarify what the company wants to improve this quarter: speed, cost, ratings or losses. Ask how much engineering time there really is, because it decides which options are even possible. Then split claims into types by size and situation, and pick the type that matters most for that goal. Walk through that rider's claim from the moment of the accident to the money arriving, and mark where time is lost and where the rider feels anxious. Score all six requests on the same criteria, such as how many claims each one touches, how much it helps the rider, what it does to fraud exposure and how long it takes to build. Say which stakeholders lose out and how you would handle them. A strong close names one pick with a clear first version, a north star, a guardrail on losses and what comes next.
The full method for product design (product sense) questions · A worked example answer
After the mock interview you get scores on five skills, what to fix with quotes from your answers, and the ideal path for this case.
Practise it live, then see the ideal path.
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