Diagnostics without a workshop marathon
Get a first structured read on the decision set in scope from documentation you already hold.
— Operations & Process
A governed escalation call: case in, a Hold / Monitor / Escalate / Executive escalation verdict out — scored against your own escalation policy, with hard gates for risk and commercial exposure and a mandatory owner sign-off. Nothing is ever escalated automatically.
1–2 hours → ~5 minutes
For one document, brief or record at a time
No coding required
— USE CASES
Get a first structured read on the decision set in scope from documentation you already hold.
Quantify each decision rather than describing the process in general terms.
Re-run after changes land and show movement against the original baseline.
Understanding the decision set in scope usually means interviews, a whiteboard and a map that is out of date before it is finished. Diagnostics without a workshop marathon is the typical trigger — get a first structured read on the decision set in scope from documentation you already hold. Done properly it is defensible; done at pace it becomes a judgement call nobody can retrace. And "properly" usually means 1–2 hours of manual work.
As a Skill, the work is already sequenced. You bring the evidence, and the run produces a decision-level view of the decision set in scope with issues named and sized plus a prioritised set of interventions with the basis shown. The judgement is built in — how items are broken up, what standard they are held to, and where the run stops for a human review. The practical effect: 1–2 hours of manual work becomes a ~5 minutes run, held to an identical standard on the tenth engagement as on the first.
Escalation Decision Engine exports as a structured SKILL.md file and is MCP-ready, so the same method runs in ChatGPT, Claude, Copilot or your own AI products. Adapt it to your methodology, and the intelligence stays yours — not locked to one vendor.
Refund & Compensation Engine
A clause-grounded refund decision: request in, an Approve / Partial / Goodwill gesture / Decline verdict out — every element of the remedy traced to the contract term or refund policy clause that allows it, with authority-limit gates routing anything above the agent's limit to review.
Ticket Triage & Routing Engine
A deployable triage engine: a ticket arrives, the engine pulls the account and SLA context live from your helpdesk API, scores severity and routes it — Self-serve, Tier 1, Tier 2 or Escalate — with the rule that fired shown every time.
Process mapping
Turns interview notes, SOPs or transcripts into a structured current-state map with roles, activities, decisions, systems and handoffs, plus the validation questions for the process owner.