The shift
Enterprise AI expands the attack surface across data, models, tools and generated actions.
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Designing secure enterprise AI
A practical control model for identity, data access, evaluation and runtime oversight.
The architecture of intelligent organizations is changing. Leaders need a systems view of what comes next.
What leaders should examine
Security requires identity-aware retrieval, constrained execution and evidence at every boundary.
The practical implication
A layered control model lets organizations increase capability without surrendering oversight.
What to do next.
Enforce least-privilege retrieval
Isolate tools and execution
Monitor prompts, outputs and actions
Test abuse cases continuously
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