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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. /Cross-Domain Connector

Cross-Domain Connector

Find links your team didn't know existed.

The problem it solves

Government is organized into departments. Knowledge follows organizational boundaries. But problems don't. The immigration policy that affects public health. The budget decision that changes emergency response capacity. The regulatory change that creates a new cybersecurity vulnerability. These connections exist — but siloed departments can't see them.

What it does

  • 01

    Maps connections across domains — automatically identifies relationships between knowledge areas that organizational structure would normally hide.

  • 02

    Surfaces unexpected links — the most valuable connections are the ones nobody was looking for. The system finds what humans miss because they weren't looking in the right place.

  • 03

    Bridges organizational silos — without requiring reorganization. The org chart stays the same; the knowledge flows across it.

  • 04

    Strengthens with scale — the more domains connected, the more valuable the connections become. Each new knowledge area multiplies the insight potential.

How it works

1

Register your knowledge domains

Define the departments, topic areas, or jurisdictions you want to connect. Public Health, Immigration, Budget, Emergency Management — whatever your silos are.

2

Add knowledge items with keywords

Each item gets tagged with keywords. The system uses keyword overlap to discover connections humans miss.

3

Discover cross-domain connections

Automated analysis finds where domains share vocabulary, concepts, or concerns. Immigration policy affecting public health? Budget cuts degrading emergency response? It surfaces those links.

4

Trace impact across boundaries

When something changes in one domain, trace the ripple effects through connected domains. See second- and third-order consequences before they become crises.

Sample output

This is what Cross-Domain Connector actually produces. Real format, sample data.

cd_discover --min-strength 0.6
Cross-domain connections discovered: 7 new (12 total)

[NEW] Strength: 0.89 | Immigration ↔ Public Health
  Bridge: "unaccompanied minors" + "pediatric capacity"
  Immigration item: "UC processing surge Mar-May 2026"
  Public Health item: "County hospital pediatric beds at 94%"
  Impact: Policy change in one domain directly affects the other
  >> Neither department was aware of this connection

[NEW] Strength: 0.82 | Budget ↔ Emergency Management
  Bridge: "overtime caps" + "disaster response staffing"
  Budget item: "FY2026 overtime reduction mandate (-15%)"
  EM item: "Hurricane season staffing model requires 2x OT"
  Impact: Budget constraint undermines disaster readiness
  >> Flagged as potential gap — recommend joint review

[NEW] Strength: 0.74 | Cybersecurity ↔ Procurement
  Bridge: "legacy systems" + "vendor sunset dates"
  Cyber item: "3 unpatched SCADA systems in water treatment"
  Procurement item: "Vendor contract expires 2026-09-30"
  Impact: Contract expiration = forced migration window
  >> Opportunity: align security upgrade with procurement cycle

Domain coverage: 6 domains, 847 items, 12 bridges found
Gap analysis: Transportation ↔ Public Health has 0 bridges
  (recommend adding items to both domains)

Who it's for

Multi-agency coordination teams, state CIO offices, policy analysis groups, legislative research offices — anyone whose work spans organizational boundaries.

What this tool doesn't do

  • —Connection quality depends on keyword richness — sparse items produce sparse connections
  • —Cannot discover connections that have no keyword overlap — truly novel links require human insight
  • —Not a replacement for inter-agency communication — it reveals where communication should happen
  • —Works best with 4+ domains and 20+ items per domain — smaller datasets produce noise

How to get started

1

Free demo

90 minutes. Your real data. I show you what Cross-Domain Connectorfinds 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→Policy Analyzer→Structured Reasoning→

See Cross-Domain Connector in action

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

Request a Demo