
Replacing a single lender
Samsung Finance+ relied on one lender. That limited approvals, conversion, and the markets we could enter.
- +15%
- sales conversion
- <30 sec
- offer time, from days
- 10% → 22%
- repeat-customer share, in 4 months
Product decisions, evidence, and the limits that matter.

Samsung Finance+ relied on one lender. That limited approvals, conversion, and the markets we could enter.
Airtel served 300M+ subscribers on $18B of revenue through costly human support. The brief was simple: reduce cost without lowering the experience customers came for.
Gallery search worked when you knew the filename. It failed when you only knew what the photo was of.
Brevo had not chartered a CDP. I found the opportunity, made the case layer by layer, and built the tribe that shipped it.