From Readiness Assessment to Shipped Forecasting Engine
A mid-size pharma commercial team had executive appetite for AI but no path from experimentation to production.
Deliverables:
- Benchmarked readiness
- Facilitated a leadership workshop to prioritize use cases
- Delivered a phased roadmap
- Architected and shipped the top-priority system: a market-optimization and demand-forecasting engine integrating structured and unstructured data
- Interactive geographic dashboard and automated alerts — surfacing demand shifts weeks earlier than traditional market signals
