Reading path
Cars and capital
How an ageing asset, an informal business, and a repayment loop change the way credit should be built.
Field notes from the trust engine
Co-founder and Group CFO, Cars24
I write about the money, paperwork, and operating systems behind India's used-car economy.
Newest field note
Substack · 29 Aug 2026
Cars24 inspection data points to a protection gap that grows with vehicle age, making later renewal harder precisely when the car still needs cover.
Read the essayChoose a way in
The subjects overlap in practice. These paths connect the essays around a reader's question, not the channel where each piece appeared.
Reading path
How an ageing asset, an informal business, and a repayment loop change the way credit should be built.
Reading path
Why custody, legal responsibility, RC transfer, and protection belong in the same customer journey.
Reading path
Use systems design, disciplined paranoia, and institutional memory to read the operating mechanisms inside the vehicle journey.
Latest public writing
Each link points to the verified public source. New work appears here only after its publication receipt has been recorded.
Cars24 inspection data points to a protection gap that grows with vehicle age, making later renewal harder precisely when the car still needs cover.
20 Jul 2026A practical way to see a small dealer through inventory, velocity, behaviour, and the asset itself when traditional financial statements are thin.
20 Jul 2026Collections does more than recover cash. It reveals where underwriting, product design, service, and customer understanding need to improve.
14 Jul 2026Why Cars24 accepts legal responsibility during the period between buying a vehicle from one owner and transferring it to the next.
7 Jul 2026The financed asset produces operating information that can make underwriting and portfolio management stronger over time.
One territory, one recurring lens
Lending, ownership, insurance, and the Cars24 ecosystem are the subject families. The fifth room explains the operating lens used across all four.
Capital and risk
Asset underwriting, dealer finance, collections, and the operating machinery behind responsible credit.
Open subjectPaperwork and responsibility
RC transfer, Deemed Ownership, custody, and the records that make responsibility visible.
Open subjectProtection over time
Why protection weakens as cars age, and how systems can keep coverage useful and continuous.
Open subjectThe whole ownership loop
How commerce, capital, protection, records, and service can work as one ownership system.
Open subjectThe operating lens
Systems design, disciplined paranoia, execution, and the principles used to examine the vehicle-ownership system. This is a lens during the first ninety days, not a separate publishing pillar.
Open subjectSubscribe
New essays are sent through Substack after the argument, evidence, and public wording clear review.