Design Layer / AI Coordination

Madison Civic Shared AI Use Case Registry Layer

A coordination prototype for improving visibility into how artificial intelligence is being applied across public agencies, nonprofit organizations, research institutions, and implementation partners throughout the Madison civic ecosystem.

Prototype overview

The Madison Civic Shared AI Use Case Registry Layer proposes a structured coordination surface describing how AI is being used across policy domains such as service delivery, operations, research, communications, and decision support.

The prototype does not regulate AI usage. It improves coordination by making AI applications easier to interpret across institutions.

Coordination gap

AI use across civic institutions is emerging unevenly. Agencies, nonprofits, and research programs may adopt tools independently without shared visibility into how AI is being used across the ecosystem.

Without a shared registry layer, institutions may duplicate experimentation efforts or miss opportunities to align on effective use cases.

  • AI use cases vary across institutions
  • implementation approaches may develop independently
  • cross-sector learning may remain unevenly visible
  • organizations may duplicate experimentation efforts
  • alignment opportunities across domains may remain underutilized

Proposed coordination mechanism

The Shared AI Use Case Registry Layer would function as a structured visibility interface describing how AI is being applied across institutions.

  • visibility into AI use cases across sectors
  • alignment between research, pilot, and operational applications
  • connections between similar AI implementations
  • support for shared learning across institutions
  • routing between organizations exploring related use cases

Likely participating actors

This coordination layer would be strongest if supported by institutions already experimenting with or deploying AI across the Madison civic ecosystem.

  • City of Madison IT and innovation teams
  • Dane County agencies
  • Madison-area nonprofit organizations
  • University of Wisconsin–Madison research programs
  • civic technology organizations
  • regional innovation partnerships

Why this belongs in the Design Layer

This entry belongs in the Design Layer because it describes a coordination structure improving visibility into AI use across institutions already operating within the Madison ecosystem.

The AI use case registry represents a reusable AI-coordination pattern supporting cross-sector visibility into emerging technology applications.

Reusable pattern

Many cities are adopting AI across institutions without shared visibility into how it is being used. A registry layer improves coordination capacity by supporting shared understanding of AI applications across sectors.

Within Systems Atlas, this prototype defines an AI-coordination structure supporting cross-sector AI use visibility.