Agentic AI in the enterprise: where it actually pays off first
Most organizations start agentic AI in the wrong place — customer-facing chat. The faster wins are internal: document-heavy workflows like RFP response, compliance evidence gathering, and architecture documentation, where an agent pipeline with human review can return hours per person per week within a quarter. We break down the pattern — ingest, extract, retrieve, draft, score — and the governance guardrails that make it deployable.