Fractional operations leader building AI-native systems for growing companies.
Start a conversationWhat I build
Funnel definitions, CRM architecture, and reporting, connected by agentic workflows that move data and decisions between systems without manual handoffs.
Narrowly scoped agents, continuously trained on how your business runs, that act on their own. A person reviews for anomalies and inconsistencies, not every step.
A system-by-system map, migration plan, and shared operating cadence for merging companies, built to keep customers and people through the transition.
Knowledge bases and data models structured so both people and agents can work from them.
Intake, governance, and automation in Jira and similar tools, set up so teams actually adopt them.
The plan, cadence, decision log, and handoff docs that run a cross-functional initiative, and keep it running after I step away.
Systems & solutions
EdTech · $50M organization
Account teams managed high-complexity university partnerships reactively, finding out about relationship changes and deadlines after the fact.
Impact An AI partner-operations system that surfaces relationship signals, upcoming milestones, and next actions for review before any record changes.
Home Services · Client build
Homeowners had no easy way to learn whether their water heater met local code, and contractors had no qualified way to reach them.
Impact A 30-second phone video becomes a reviewed, code-referenced report, with bid requests routed to local providers.
Personal infrastructure
Family logistics (schools, health, home, vehicles) lived in scattered documents and one person's head.
Impact A self-hosted agent, queryable from Telegram, that answers household questions from a growing knowledge graph.
Tools I work with
AI & Agents
Build
Ship & Run
Operations
I take on fractional engagements: an embedded retainer, a fixed-fee project, or hourly help. If an initiative can't wait for a hire, let's talk.