# AI Product Scorecard

Built a leadership scorecard that connects AI adoption, model spend, infrastructure cost, and modeled value so leaders can decide where to invest.

Source: https://www.iamfern.com/projects/ai-leadership-dashboard

Role: Architect & Engineer

Contribution: Original analytics ingestion, cost attribution, and dashboard implementation.

## architecture

- Normalizes product analytics and Azure Cost Management data.
- Each metric carries a status such as measured, estimated, or insufficient data.
- Cost attribution separates model usage from retrieval and hosting.

## stack

- Python
- React
- Azure Cost Management
- Recharts