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.
AI Strategy & Cost
Compare the options. Measure quality and cost. Build the business case before the commitment.
Focus
- Build-vs-buy evaluation
- Provider benchmarking
- AI cost and value modeling
How I approach it
Compare providers against the same tasks and evidence. Separate measured spend from projected savings, and include integration and operating costs in the decision.
Related work
Enterprise AI Assistant
Built a specialist AI assistant across 40,000+ ServiceNow documentation pages and cut per-request cost from about $2.19 to $0.04–$0.06.
Semantic Deduplication
CPU-optimized semantic clustering engine achieving ~34% token reduction for RAG pipelines via SimHash and graph clustering.