Chris Carnell

Demonstration project v0.22

Geographic Economic Index Tool

A 6-day journey to prototype for Economic Index and AI Safety and Ethics

Product Overview

Project Title
Geographic Economic Index Tool
Purpose
Map Economic Index occupations to GEO. Overlay with UNESCO AI Ethics framework
Target
Economic developers,Anthropic sales teams,Organizational leaders,Researchers

Key Objectives

  • Map geographic distribution of occupations from Economic Index
  • Visualize geographic concentration of occupations from Economic Index
  • Connect UNESCO AI Ethics framework of scenario dilemmas & suggested responses
  • Introduce economic development tool for potential AI job automation and augmentation planning
  • Provide Anthropic internal Sales teams potential hypertargeted segments

Tools & Methodologies

  • Anthropic's Economic Index, UNESCO AI Ethics framework, BLS & Census data
  • Customer development with Lean Canvas and Ten Types of Innovation frameworks
  • Continuous Innovation framework with Fermi estimates for revenue modeling
  • User Stories and Journey Mapping, and Kanban for workflow management
  • Flourish, Kaggle, DataWrapper
Collaborators
Research (Anthropic Economic Index team),Policy (policymaking.ai),Engineering (Claude Code),UI/UX (Claude),Strategic Product Management (Chris Carnell)
Tripwire
The proposed solution was a geographical view. After mapping data to plot, gather insights on if any other visualization type may be more necessary.
Bookend
Adverse: Flourish integration is too difficult within 6-days. Input static infographic
Success: Anthropic Economic Index Research team identifies project as valuable input for ongoing research.

Product Concept

Region:
By MSA
Employment:
Count
Major Occupational Code:
All Codes
Minor Occupational Code:
Select Major Code First

DISCLAIMER: THESE VISUALIZATIONS ARE SPECIFICALLY FOR DEMONSTRATION PURPOSES ONLY. THE UNDERLYING DATA IS PRELIMINARY, HAS BEEN USER-MODIFIED, AND WILL NOT REFLECT FINAL RESULTS.

Metrics
Top Occupation
--
AI Impact
--
O*NET Skills
--

Project Timeline

Current Phase: Validation Framework and Final Documentation (Intentionally Incomplete)
3
Day 5-6 • Mar 27-28

Validation Framework and Final Documentation(Intentionally Incomplete)

Prototype complete: This Milestone has been left in WIP status strictly for display purposes

✅ Finalize functional prototype display
Finalize test criteria with internal users
Work with GTM to plan for distribution and gathering feedback
Set bookend for analysis
Complete reflection of project
Develop plans for next sprint