#workflow orchestration

The Four-Layer AI Operating Stack: A Reference Architecture for Business Automation

A practical reference architecture for wiring AI into real business workflows — context, orchestration, execution, and guardrails — and the failure mode each layer exists to prevent.

Kelvinking Olupitan Omoregie · Sep 9, 2026 · 5 min read