UC-148
People Integration Intelligence
Workforce
12Build Duration
8-20xIndicative ROI
The Challenge
Mapping 57 roles into a 1,450-person structure under time pressure, by hand, is where mergers lose their irreplaceable people. People decisions drive most integration failures.
How It Works
- Ingests both HR masters, role descriptions, competency and engagement data.
- ML maps role similarity, detects overlap and scores retention and flight risk.
- Returns decision-support maps and GenAI-drafted bilingual comms - people decide.
What It Removes
- Duplicate-vs-unique calls made by hand
- Flight risk in a few irreplaceable people
- Critical talent lost in the reshuffle
Input Data RequirementsBoth companies' HR masters, role and competency data, engagement signals
Output FormatRole-overlap map, retention/flight-risk scores, combined skills graph, drafted bilingual comms
“Every role side by side - and the people the combined company cannot afford to lose, flagged early.”