Regesta instruments turn operating ideas into decisions leadership can make with a real workflow in front of them. Each tool is designed for an agency principal, president, COO, or operations leader examining one bounded stream of work.
Use a recent renewal, submission, COI request, or service item. Answer from what actually happened, not from the process as it is supposed to work.
Do not enter client names, policy numbers, claim details, confidential carrier information, personal information, or other sensitive account data. These instruments do not require it.
AI Capability Readiness Check
Test whether one workflow has the visibility, context, authority, evidence, and ownership required for responsible AI assistance.
Output: Readiness stage, weak dimensions, and the next responsible move.
Check readiness →Workflow Bottleneck Stress Test
Use one recent case to expose where searching, waiting, handoffs, rework, hidden judgment, and weak completion controls accumulate.
Output: Bottleneck severity, the dominant source of friction, and a recommended starting point.
Stress-test a workflow →Human Authority Matrix
Define whether a proposed AI action should observe, advise, act with approval, act within bounds, or remain fully human-owned.
Output: Recommended authority level and the controls required before authority can expand.
Bound the authority →Pilot Learning Question Builder
Turn a technology demonstration into a bounded operating pilot with a question, human boundary, evidence plan, stop conditions, and decision rule.
Output: A complete one-page pilot learning brief.
Build a pilot brief →Operational Observability Scorecard
Test whether leadership can see what AI is doing to the whole workflow, not merely whether the model produced an answer.
Output: Observability stage, missing evidence, and a minimum measurement set.
Score observability →These instruments are not certifications, audits, compliance opinions, or vendor evaluations. They are structured ways to make one workflow easier to discuss. If the result reveals a consequential bottleneck, unclear authority, or missing operating evidence, Regesta can help map the current state and design the next responsible move.
Reading about internal workflows, governance or operations?