
Platform layer
CoE team maintains the reusable components
Build once → reuse everywhere
Shared tools
One library for the whole org. Skills, guardrails, evaluators.
Model selection
Best or cheapest model per use case. 300+ models, swap anytime.
Cost observability
Real-time token spend, per agent, per team.
Agent registry
Version control and audit trails. EU AI Act compliance.


Business layer
Domain teams configure their own use cases
Configure → don't rebuild
Finance & back-office
Configuring document processing rules and key points for automated summaries.
Sales enablement
Setting up account research guidelines and personalizing outreach templates.