AI Operations Stack
A four-layer architecture pattern for deploying AI agents within organisations: Strategic Context (source of truth), Coordination (task handoffs), Escalation (human decisions), and Execution (agent work).
Why it matters
Most organisations deploy AI agents directly into workflows without considering how they access strategic context, coordinate with each other, or escalate decisions that exceed their authority. The AI Operations Stack provides a repeatable pattern that prevents the multi-agent friction that emerges when agents pursue conflicting objectives without shared infrastructure.
Related terms
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