Measurable Impact

Enterprise change, adoption and realized business value.

90%

Frontline adoption

€500k

Annual value unlocked

~1,000

Enterprise users · 4 regions

0 → 1

GenAI product shipped

RIADIS

Transforms unstructured buyer conversations into structured signals, prioritised opportunities and recommended sales actions for real estate developers. Built from customer discovery to production MVP.

Deutsche Bank

Led change and adoption for ~1,000 users. Built the business case and value model, ran discovery, UAT and a ~20-person change network with MDs and regional heads.