AI-assisted operations
for founder-led teams.
I design AI-assisted research, decision, and execution workflows for founder-led teams who are tired of bloated agency pitches and generic AI advice. No account managers. No junior benches. Just systems that run.
Blue Shield
Logos are shown for identification of prior experience and affiliations only. They do not imply endorsement, partnership, or ongoing engagement by those organizations.
The Operator
Senior operator. Hands-on builder. No agency theater.
I work directly with founders and lean teams. Not through a sales deck. Not through a rotating cast of junior analysts. My background is in data science and technology leadership — running systems, leading teams, and making decisions under pressure in complex organizations.
Today I apply that operator discipline to small, independent businesses: designing AI-assisted research, decision, and execution workflows that actually run inside your team, with tools you already use, and processes your people can own.
Years turning complex data into working systems
Services
Research, decisions, and execution — redesigned with AI assistance.
AI-Assisted Research Workflows
Turn scattered market intelligence, customer signals, and competitive data into structured, searchable insight your team can act on in hours instead of weeks.
Decision Workflow Design
Replace slow, consensus-heavy meetings with clear, documented decision systems — the right inputs, the right owner, and a repeatable path from question to call.
Execution & Automation Playbooks
Build repeatable, AI-assisted processes for content, reporting, admin, and client work that your team can run, refine, and own without daily handholding.
Operator Advisory & Implementation
Strategic guidance plus hands-on build work for founder-led companies that need senior operational help without hiring a full-time executive.
How This Is Different
Not an agency. Not a freelancer bench. A single operator working like you do.
- ×Sell a 6-month retainer before any system is built
- ×Hand your project to a junior analyst behind the scenes
- ×Deliver decks, workshops, and tool lists — not running workflows
- ×Add every SaaS under the sun to your bill
- ×Disappear after kickoff and reappear for renewal
- ▸Fixed-scope sprints with one clear outcome per engagement
- ▸You work directly with the person designing and building the system
- ▸Every deliverable is a workflow your team can run next week
- ▸Lean tool stack — usually the apps you already pay for
- ▸Available in Slack between sessions, not just on renewal calls
Score your operation in under 5 minutes.
The AI Operator Audit asks 12 questions about how your team runs research, decisions, and execution today — then returns a custom readout: where you’re leaking hours, which workflows are automation-ready, and the first three systems worth building.
Pricing
Fixed-scope engagements. Senior operator economics.
Operator Sprint
A one-week diagnostic that maps where AI actually pays off.
System Build
Design and ship one repeatable system — research, decision, or execution.
Operator Retainer
Embedded operator working alongside your team, week over week.
Case Studies
Real engagements with founder-led teams.
The AI Operator Audit
A 7-step playbook for founders: audit your operation, score what's worth automating, and pick the first three workflows that actually earn their keep. 30 minutes, no agency follow-up.
- ▸Map every recurring workflow on one page
- ▸Score on volume, time, decision risk, stability
- ▸Separate research, decision, and execution
- ▸Pick exactly three first automations
- ▸Rollback, instrumentation, 30-day review
Operator Background
A decade of building systems that have to work under real constraints.
Work With Me
Advisory + implementation for teams that want systems, not slide decks.
I work in two modes: focused advisory and hands-on project implementation. Engagements start with a clear diagnosis of where manual work and slow decisions are costing you most — then we build the workflow, playbook, or decision system to fix it.
Ready to build your AI operator layer?
If you lead a small team and want to stop drowning in manual research, slow decisions, and repetitive execution work, let's talk.