The problem
What needed to change
A multi-plant manufacturer needs useful AI across legacy and enterprise systems without sending sensitive data to external AI services.
Scope
Proposed architecture
This is a proposal, not a deployed system.
- System and data inventory
- Private deployment architecture
- Role-aware agent workflows across operations
Agents and workflows
AI workflows in the plan
- Operations agent family
- Document and knowledge agents
- Management reporting agent
Reliability
Planned trust controls
- Identity-driven data access
- Audit trail for agent actions
- External AI services excluded where required by the architecture
Outcomes
Proposed architecture. Delivery outcomes depend on scope, permissions, and infrastructure decisions.