Enterprise AI Use-Case Intake, Prioritization, and Governance

A representative insurance-enterprise assessment comparing five plausible AI use cases through a common intake record, seven-dimension weighted scoring model, and six mandatory governance gates. Human-reviewed portfolio decision: Select a bounded internal policy-and-procedure knowledge-assistant pilot (85/100). Customer-service and regulatory-analysis ideas remain in gated discovery; claims and underwriting uses are deferred until stronger controls exist. Evidence includes the five-use-case inventory, weighted matrix, governance-gate model, bounded pilot design, six-control test log, and four-step revision history. Independently developed using synthetic inputs; no client, regulatory, or production-performance claim is made.