Scaling Enterprise AI.
Delivering Defensible P&L Returns.
"Uniting artificial intelligence, operational excellence, and disciplined change management across core value streams."
AI without adoption
is stranded capital.
I connect executive AI roadmaps, Dataverse telemetry, and Prosci ADKAR change leadership directly into frontline workflow. Turning corporate AI investments into measured capacity gains and cash flow acceleration.
Automating an undocumented process
is building on a foundation of sand.
Before writing a line of code or deploying an AI agent, you must understand and map the actual process. If you cannot trace, inspect, and defend current-state value streams and decision gates on paper, automation only accelerates defect velocity.
Process design precedes automation:
map every gate, handoff & decision.
I design comprehensive swimlane process maps across existing bottlenecks and future-state workflows before automating. By standardizing handoffs, eliminating hidden workarounds, and validating decision logic upfront, autonomous AI sits on structural bedrock—turning fragile workflows into defensible, repeatable enterprise scale.
Executive Case Studies & Architecture
Click any domain below to review the full verified case study with industrial time study measurements, multi-agent specs, and balance-sheet impact.
Enterprise AI Portfolio & Governance
Directing 17+ active AI transformation initiatives across a ~$4B industrial enterprise. Built the executive CX Value Calculator and intake prioritization frameworks aligning C-suite sponsors with frontline ROI.
Autonomous Client Onboarding Platform
Architected autonomous multi-agent pipelines replacing manual onboarding research and field routing. Verified across 4,591 production runs with 5,005 records reconciled to zero variance.
800+ Seat Copilot Fluency & Scaling
Designed the change architecture and champion coaching backing a $12M enterprise productivity investment. Maintained a 95% active-user rate across ten consecutive bi-weekly telemetry windows.
Order-to-Cash & Working Capital
I redesigned drop-ship fulfillment streams across enterprise billing. Cleared 1,841 chronic EDI exceptions, cut order-to-invoice cycle time in half, and expedited $15M in stalled billing straight to cash.
Corporate Spend Optimization & Operational Capacity
Directed cross-functional Kaizen initiatives across corporate expense management and spend reconciliation. Eliminated chronic documentation bottlenecks, deployed automated receipt ingestion with error-proofing controls, and compressed monthly reconciliation cycles from 9 days to 2.
Get in Contact With Me
Looking to scale enterprise AI architectures, optimize working capital, or mobilize leadership around large-scale digital transformation? Fill out the brief inquiry or reach out directly via preferred email or LinkedIn.
