Federated agents
Agents that work across organisations without pooling their data in one place.
Centralised platformData pooled in one central lake
Hybrid federatedData kept at source, fetched on demandRecommended
Fully decentralisedData kept fully local
Findings
- 01
Adopting a hybrid federated architecture with a central orchestrator and distributed domain agents to balance efficiency with autonomy.
p. 38 - 02
Centralized AI orchestration can streamline control – one system coordinating decisions – but it often requires pooling data into a central repository or data lake.
p. 6 - 03
These use cases show tangible benefits: improved responsiveness, user-centric service “bundling”, and efficiency gains from reducing manual intervention.
p. 9