Systems
I design workflows, interfaces, and bounded agent systems for messy operational settings, turning ambiguity into clear operating structure.
What I Build
Workflow Architecture
Designing structured, resilient workflows that coordinate teams, tools, decisions, and constraints.
Domain-Specific Agents
Agent systems designed around a specific workflow, domain vocabulary, and set of constraints, not generic demos.
Workflow Intelligence
Reasoning and automation embedded into real operational workflows, with governance and observability in mind.
System Governance
Defining roles, boundaries, escalation paths, and accountability so systems remain trustworthy over time.
Design Principles
Bounded Intelligence
Agent behavior should be explicitly scoped, reviewable, and grounded in domain constraints.
Human Legibility
Systems should make reasoning and decisions inspectable for users, operators, and stakeholders.
Operational Robustness
Workflows should remain stable under real-world conditions, not only in ideal demonstrations.
If You Are Working Through a Messy System Problem
I work with organizations that want practical systems design and implementation guidance, without hype.
Let's Talk Through It