Interactive Tool

The Verifiability Lab

Evaluate whether a municipal task or decision is suitable for AI automation, augmentation, or should remain human-led.

The Core Question

The Verifiability Framework is built on one question: Can we verify success? This tool helps you assess the three conditions that determine verifiability:

Resettable

Can you start fresh without real-world consequences?

Efficient

Can you iterate quickly—hundreds of attempts, not one per year?

Rewardable

Can you automatically evaluate whether each attempt succeeded?

Choose Your Path

2-3 min

Quick Assessment

Busy practitioners

Get directional guidance fast. Answer 5 focused questions and receive an immediate recommendation with the option to go deeper.

Immediate recommendation
Shareable result card
Option to explore further

Start assessment

10-15 min

Deep Assessment

Municipal leaders

Thorough evaluation with edge case detection, educational context, and tailored implementation guidance. Perfect for evaluating specific AI proposals.

Edge case detection
Educational scaffolding
Implementation roadmap
PDF export

Start assessment

Self-paced

Framework Explorer

Researchers & educators

Interactive visualization of the verifiability spectrum. Explore real municipal examples and connections to source research.

Interactive spectrum
Case studies
Research connections
Drag-to-place your use case

Start assessment