Projects

Case studies

The portfolio stays deliberately focused on the strongest signal: work that blended AI, product, and operational scale into measurable business movement.

Flagship case study

Raptor Labs: Hercules + Industrial AI

A combined portfolio of catalog intelligence and industrial AI systems that reshaped how industrial products get structured, found, and sold.

Scope Catalog intelligence + conversational commerce

Lens AI strategy, product systems, and revenue leverage

Raptor Labs Catalog intelligence LLM commerce

Open case study

What this work signals

Budget ownership, team-building, architecture thinking, and revenue outcomes in one story.

This is less a portfolio of disconnected screens and more a record of operating at the system level.

99%

reduction in grouping effort

100% YoY

revenue growth contribution

<100ms

recommendation latency