The structure beneath the story.
Cities and institutions are deploying AI and capital faster than they can govern it. I design the accountability, transparency, and operating systems that make ambitious programs provable — before failure, not after.
Book a 20-min callI find where systems will break before they break publicly, and I design the fix.
I design governance architecture for institutions absorbing AI-scale change. My clients are cities, public agencies, universities, and companies deploying AI systems, automation, or large capital programs who need accountability, transparency, and cross-program coordination designed in before something breaks — not documented after it does.
Map how complex institutions actually operate. Identify structural failure modes (program conflicts, reporting gaps, unverifiable commitments). Deliver operating frameworks the institution can run: public reporting structures, corrective-action tracking, coordination protocols, and governance models for agentic systems.
Running a business and want to put AI to work safely?
Start here. I'll map your organization's readiness to deploy AI systems: where you're exposed, what's missing, and what to build first.
Audit-grade, governed knowledge infrastructure delivered as a service. Every finding source-traceable, every pipeline self-auditing.
Put a verifiable brain behind your documents. A scoped pilot points Verity at one real corpus and returns source-traceable findings you can check, line by line.
Documented work. Three published books on execution, systems thinking, and communication design.
Approach: Grounded and evidence-based. Every claim sourced, every recommendation operational. Structural analysis only.
One system: execution, systems thinking, and communication design.