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Tools for Democracy

Knowledge infrastructure for governments that want to fix themselves. Built by Cory Weinstein.

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  • Knowledge Capture
  • Confidence Monitor
  • Structured Reasoning
  • Cross-Domain Connector
  • After-Action Review
  • Policy Analyzer

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  1. Tools
  2. /After-Action Review

After-Action Review

The lesson outlives the learner.

The problem it solves

FEMA requires After-Action Reports for every exercise. The military's SOLLIMS lesson-learned system was just sunsetted. Most agencies still do this in Word documents on a shared drive that nobody reads. The same mistakes happen every 3-5 years because the people who learned the lesson moved on. This tool makes sure the lesson outlives the learner.

What it does

  • 01

    Captures lessons as they happen — structured templates for what happened, why it happened, what worked, and what to change. Not buried in a PDF — stored in a living system.

  • 02

    Surfaces lessons when relevant — when a team is planning something similar to a past failure, the system proactively shows what went wrong last time. The lesson meets the decision-maker at the moment they need it.

  • 03

    Tracks whether lessons were applied — it's not enough to know what went wrong. The system monitors whether corrective actions were actually implemented.

  • 04

    Identifies patterns — across multiple reviews, the system finds recurring failure modes. Not 'this project failed' but 'projects fail when these three conditions are present.'

How it works

1

Create a review after any significant event

Incident, exercise, project, audit — any event worth learning from. Record what happened, when, and who was involved.

2

Capture lessons: what worked and what didn't

Structured templates separate 'went well' from 'went poorly' and require root cause analysis. This prevents vague 'lessons' that don't lead to action.

3

Assign corrective actions with owners and deadlines

Every lesson that identifies a problem generates a tracked action item. Someone owns it. It has a deadline. The system flags when it's overdue.

4

Detect recurring patterns across reviews

When the same root cause appears across multiple reviews, the system flags it. 'Outdated population estimates' causing problems in 3 different contexts? That's a systemic issue, not a one-off.

Sample output

This is what After-Action Review actually produces. Real format, sample data.

aar_patterns --min-occurrences 3
Recurring failure patterns detected: 4

[PATTERN] "Outdated population estimates" — 5 occurrences
  Reviews: #12 (flood response), #27 (vaccine distribution),
           #31 (school zoning), #38 (transit planning),
           #44 (emergency shelter capacity)
  Root cause: Census data used without local adjustment
  Status: Corrective action assigned (Review #38) — OVERDUE
  >> Same root cause, 5 different consequences across 3 depts

[PATTERN] "Single point of failure in comms" — 4 occurrences
  Reviews: #8 (wildfire), #19 (ice storm), #33 (active shooter),
           #41 (chemical spill)
  Root cause: Primary radio system has no failover
  Status: Corrective action IN PROGRESS (backup system RFP)

[PATTERN] "Mutual aid agreements not exercised" — 3 occurrences
  Reviews: #14, #22, #41
  Root cause: Agreements signed but never tested in exercises
  Status: NEW — no corrective action assigned yet
  >> Recommendation: Add mutual aid activation to next exercise

[PATTERN] "Volunteer surge overwhelms intake" — 3 occurrences
  Reviews: #12, #27, #38
  Root cause: No pre-registration system for spontaneous volunteers
  Status: Corrective action COMPLETED (online portal launched)
  >> Verified: Review #44 showed 60% faster volunteer processing

Lessons applied: 23/41 (56%) — 18 still pending action

A Word document can't do this. These patterns span 3 departments
and 4 years. No single person saw all five flood/vaccine/zoning/
transit/shelter failures. The system did.

Who it's for

Emergency management teams, project management offices, audit departments, military and civilian leadership — anyone responsible for not repeating expensive mistakes. Every tool ships with realistic demo scenarios so you can explore immediately — clear demo data with one command when you're ready for real work.

What this tool doesn't do

  • —Only captures lessons that people report — it cannot observe events directly
  • —Pattern detection requires 3+ reviews with similar root causes — won't help with your first review
  • —Corrective action tracking requires follow-through — the tool reminds, but humans must act
  • —Not a replacement for formal investigation processes (NTSB, IG) — it's for organizational learning

How to get started

1

Free demo

90 minutes. Your real data. I show you what After-Action Reviewfinds that you didn't know you were missing.

2

Bounded trial

4-6 weeks on one specific problem. Fixed scope, fixed fee. You see results before you commit to anything larger.

3

Annual license

Deploy on your infrastructure. Your data stays yours. Cancel anytime — I earn renewal through value, not lock-in.

Works well with

Knowledge Capture→Structured Reasoning→Confidence Monitor→

See After-Action Review in action

Bring a real problem. I'll analyze it live — and tell you honestly whether this tool solves it.

Request a Demo