Delivery Commitment Risk Monitor for Customer Success Ops

A weekly evaluator-side system for customer success operations and service delivery owners who oversee onboarding, implementation, and support commitments made to existing customers by internal delivery teams or outsourced partners. Instead of blocking frontline agents in real time, it ingests a structured log of active commitments already made: promised go-live dates, fix windows, migration milestones, dependency assumptions, and exception clauses. AE stress-tests those commitments for severed premise-to-conclusion jumps, concession laundering, cosmetic confidence, and temporal blindness, then ranks which accounts are most likely to miss based on the wording and dependency structure of the commitment itself. Outcomes are graded weekly against milestone slips, SLA breaches, reopen rates, and change-order or exception events in systems like Zendesk, Jira, or onboarding trackers. The buyer is not the promise-maker but the operator accountable for preventing avoidable escalations and renewal damage. This preserves evaluator-side primacy, fits 1-6 week resolution cycles, and uses AE where structured commitment failure patterns matter more than chat UX.

Best case: this is a narrow, high-value evaluator product for CS ops that uses AE to detect fragile delivery commitments before they become escalations, with short feedback cycles and objective operational grading.

Killed: evidence_search_exhausted.