I help organizations make hard decisions

• What AI initiatives should scale — and which should be stopped

• How to design AI systems that integrate with core enterprise platforms

• How to adopt GenAI without creating security, compliance, or operational risk

AI Architecture & Adoption 

Designing operable architectures for AI-enabled systems (GenAI, RAG, agents), with enterprise constraints as first-class concerns

Enterprise Readiness for AI-enabled Systems

Establishing platforms, guardrails, and integration patterns across data, security, and core systems — preventing pilots from becoming long-term liabilities.

Strategic Technology Advisory 

Independent, vendor-neutral architecture judgment for CTOs and Boards — reviewing and challenging decisions before they become costly commitments.

Prototyping for Decisions 

Focused prototypes to validate feasibility, economics, and organizational readiness — not innovation theatre.

Clients

Enterprises modernizing AI-driven platforms

CTOs / CPOs under pressure to “do AI properly”

Scale-ups transitioning from MVP to enterprise