AWS proposes framework to build business case for agentic automation

AWS introduces the Agentic Value Model, measuring four dimensions: time savings, exception handling, decision quality, and change‑resilience, each tied to a realization mechanism. It illustrates the approach with a claims‑triage example (200,000 claims, $45/hour labor, 70% automation) and early deployments of Amazon Quick Automate at Kitsa (91% cost savings, 96% faster data acquisition), dLocal (up to 75% of merchant‑compliance reviews automated), and Genpact (supply‑chain risk analysis cut from days to minutes). The post also offers a two‑by‑two complexity‑risk matrix for workflow prioritization and guidance on presenting a portfolio‑level business case to leadership, citing McKinsey’s finding that fewer than 10% of enterprises have scaled agents to tangible value.