Emergency exercise after-action desk

For local emergency planning teams, turn authorized exercise notes and evaluation criteria into reviewed exercise improvement report. Address this specific problem: exercise observations become long reports with weak action ownership. The aim: turn exercise evidence into accountable improvement work. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.

The buyer creates a project, supplies authorized exercise notes and evaluation criteria, and confirms scope and access. Users correct extracted facts, resolve flagged uncertainties and approve the final reviewed exercise improvement report before use. Retain source links and a version history for the next cycle.

How the AI works

Synthesize observations while planners validate operational implications. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.

Safeguards

Preserve official source versions, accessibility and audit records. Confirm agency-specific procurement, records and data handling requirements during discovery. Post-exercise analysis; no live emergency command. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.

What to build first

Costed pilot: Post-exercise analysis; no live emergency command. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: group exercise observations; link supporting records. Support the third task through an assisted review queue: distinguish simulation from reality. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of reviewed exercise improvement report. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

What it can connect to

Official publications, agency document stores and approved service workflows. Read-only business data exports, reporting databases and task trackers. Reconcile source totals before scheduling recurring data refreshes. Begin with uploads and exports of authorized exercise notes and evaluation criteria. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.

The screens in detail

Open with a compact overview and filters for the relevant period or segment. Let users drill from each theme or metric into underlying records. Keep source definitions and missing-data notes near the result. Use an action panel to assign investigations and record what was learned. Open with observation intake; move into finding clusters for the detailed task; finish in action evidence for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.