A multi-region ERP rollout where the technology was right and the adoption was lagging. We rebuilt the change programme around country-level data, AI-augmented training, and senior partner sponsorship.
The client had completed a global ERP implementation but the value case was not landing. Country teams were defaulting to legacy workarounds. Headquarters had no clear view of where adoption was strongest or weakest, only that the benefits realisation curve had flattened.
We rebuilt the change operating model around country-level data. Ingestion agents pulled adoption telemetry from the ERP. Analysis agents surfaced the highest-impact workaround patterns and the teams most exposed to them. Senior consultants designed country-specific interventions; partners sponsored them with local leadership.
The work covered training, manager enablement, process redesign, and incentive alignment. AI-led training content was tuned to the actual screens and workflows local teams were using.
A targeted change programme that lifted adoption against deal-day commitments and re-greened the benefits case.
Adoption back on plan. Benefits curve re-greened.
An AI-led adoption diagnostic surfaces the country-level intervention plan in two weeks.