I design operating systems that help small teams deliver at scale.
In an AI-accelerated world, speed comes from clarity, alignment, and leverage - not headcount.
About
AI has increased individual leverage. What slows teams now is decision delay and coordination overhead.
The fastest teams make decisions quickly, stay aligned as complexity grows, and scale without adding friction.
I help teams create clarity early so they can preserve speed as complexity increases. My work focuses on compressing decision cycles, reducing coordination drag, and designing operating structures that allow lean teams to deliver at scale.
What I do
- Design decision frameworks and execution standards
- Create operating structures that reduce coordination overhead
- Align workflows and tools with how work actually moves
- Build reporting that creates real signal, not noise
- Enable AI leverage without increasing complexity
Who I work with
- Startups moving from traction to structured scale
- Teams growing from ~20 to 100 people
- Organizations experiencing decision latency as they grow
- Teams adopting AI leverage and rethinking how work gets done
How I think about speed and scale
AI reduces output limits.
Execution slows when decisions lag and alignment breaks down. The fastest teams shorten decision cycles, preserve clarity, and grow without layering on bureaucracy.
Selected Work
Atlassian Cloud Migration
Led migration strategy, governance design, and enablement for large-scale Jira & Confluence transitions.
Execution & Governance Operating Models
Designed delivery frameworks that increased clarity, reduced friction, and improved decision velocity.
AI Adoption & Workflow Integration
Helped teams introduce AI leverage into delivery workflows without creating governance debt.