
AI isn’t the challenge — adoption is.
I help organizations modernize how they work, lead, and deliver results in an AI-driven world.
Most organizations already have the tools.
What they lack is alignment, workflow redesign, and leadership clarity.I help companies move from “interesting AI projects" to operational transformation with measurable outcomes.

Workflow redesign
Process reengineering
AI-enabled decision systems
KPI + dashboard frameworks
Data trust + integrity systems
30/60/90 adoption frameworks
Enterprise rollout strategy
Behavior and habit adoption
Stakeholder alignment
Culture-change operating rhythms
Leading through disruption
Removing fear narratives
Decision clarity
Narrative-setting
Building trust in transformation
Faster decisions
Higher productivity
Cleaner data
Lower operational drag
Stronger cross-functional collaboration
Adoption that doesn’t fall apart after go-live
Measurable ROI tied to AI/tech investments
“Cut project delays across multiple roofing crews by creating an AI-enabled capture workflow that flagged installation issues within hours instead of days — reducing rework and boosting job-site accountability.”“Improved inspection accuracy for a regional roofing contractor by standardizing daily 360° capture routines and integrating them into leadership reporting, eliminating inconsistent field documentation.”“Enabled a roofing company to scale from single-site operations to multi-state portfolios by designing a repeatable, tech-driven workflow for QC, progress tracking, and client transparency.”“Reduced warranty claims by aligning estimators, field crews, and project managers around a shared data system that used AI to surface risk patterns before they became cost overages.”“Helped a roofing contractor modernize its culture by coaching leaders through AI adoption — shifting crews from ‘tool fatigue’ to embracing a streamlined workflow that increased throughput.”“Delivered measurable ROI for a mid-size roofing firm by redesigning their digital field documentation system, enabling faster decisions, fewer callbacks, and stronger client trust.”

AI Transformation Consultant • Executive Coach • Organizational StrategistI bring 20+ years of experience transforming how companies work — bridging AI, operations, leadership, and culture.At Amazon, I supported global startup expansion, modernized virtual capture workflows, and drove adoption across diverse teams and regions.Today I help leaders modernize entire organizations for the AI era: not through hype, but through systems, habits, workflows, and culture that scale.

