AI strategy for leaders who value outcomes over noise

I help SaaS and technology teams turn AI access into operating leverage through clear workflow design, practical architecture choices, and adoption that holds under real conditions.

Book a 15-Minute AI Bottleneck Audit Explore Services

No pricing on the site. Engagements are scoped to your reality, your stack, and the outcomes you need.

How I approach the work

I am here to help you make AI reliable inside your business, not just impressive in a demo.

Most AI efforts stall for predictable reasons: the workflow is undefined, ownership is unclear, evaluation is missing, and adoption becomes optional. My approach focuses on the operating system around the model so outcomes are repeatable.

Diagnose the bottleneck with clear scope, constraints, and measurable success criteria.
Choose the right pattern assistant, retrieval, agentic workflow, or operating model changes.
Implement for adoption with enablement, governance, and a cadence your team can sustain.

View services and deliverables

A track record of execution

Enterprise SaaS: Build from zero

Built and scaled implementation and delivery systems from the ground up, aligning stakeholders, standardizing execution, and improving throughput without sacrificing quality.

Evidence-native platforms: High-stakes adoption

Led complex enterprise implementations where reliability, auditability, and change management are non-negotiable and outcomes must hold under scrutiny.

Regulated environments: Governance that enables

Designed approaches that balance speed with accountability, so AI and automation can move forward without creating compliance risk or trust erosion.