Work that holds up in the real world

Product decisions, evidence, and the limits that matter.

Samsung Finance+ · 2024–26 · Restricted case study

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
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All contacts90% matchbot vs agent20%cohortShip

Airtel · 2022–23 · Restricted case study

$1.5M out of the support bill, with CSAT going up

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.

$1.5M
saved annually
+10%
tribe-wide CSAT
+15%
agent response speed
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Brevo · 2019–21 · Public case study

Making the case for Brevo's customer data platform

Brevo had not chartered a CDP. I found the opportunity, made the case layer by layer, and built the tribe that shipped it.

+$10M
ARR (15%+ revenue lift)
3 squads
25 engineers, 3 PM reports
~90K
unified profiles resolved daily
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