AI-assisted operations
for founder-led teams.
I design AI-assisted research, decision, and execution workflows that help small, independent businesses reduce manual work, speed up decisions, and build repeatable systems — without the agency overhead.
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The Operator
Senior operator. Hands-on builder. No agency theater.
I work with founders and lean teams who are tired of generic AI advice and bloated agency pitches. 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.
Case Studies
Real engagements with founder-led teams.
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.