NEV Digital
Healthcare expert network platform. Semantic specialist matching with staff-controlled final decisions and secure delivery workspaces.
Product and deployment leader with 10+ years across enterprise software, AI platforms, and cloud enablement. I cover customer discovery and technical scoping through architecture, evaluation, governance, rollout, and adoption.
Usage metrics track activity, not whether work actually changed. Design backward from business outcomes, observe real workflows, and treat low adoption as a product signal.
Enterprise AI pilots stall when adoption is treated like a software install. Production needs process change, clear owners, and evaluation gates before another agent ships.
Shipping agents that hold up in production takes discovery, formulation, design, and evaluation, not only LLM wiring. A structured path from use case to measurable outcomes.
Healthcare expert network platform. Semantic specialist matching with staff-controlled final decisions and secure delivery workspaces.
Multi-model AI workspace with role-based collaboration and live cost tracking.
Live crypto perpetuals dashboard with movers, orderbooks, and funding rates from Hyperliquid.