What I build
My work sits at the intersection of growth strategy, paid acquisition, service-business operations, AI-supported systems, business ownership and investing. I find what is constraining growth, strengthen the operating system, and then help accelerate customer acquisition. FlowSystem AI is part of the technical implementation capability behind that work.
Portfolio signals
The public portfolio includes FlowSystem AI for home-service revenue operations, Capital Partner Loans for real estate investor financing, Pineapple Acquisitions for deal flow and acquisitions, and Fig House as a short-term rental case study.
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Visit Capital Partner Loans →Where AI fits
AI is the operating layer, not the whole identity. The goal is to remove repetitive follow-up, research, drafting, routing, and reporting so the human stays focused on judgment, relationships, capital decisions, and the rooms that matter.
What I write about
I write field notes on AI systems, multi-agent workflows, real estate acquisitions, RV park investing, short-term rental underwriting, and the practical tradeoffs of running businesses with humans in the loop.
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AI implementation work
I work directly with established service businesses on growth systems, fractional growth leadership and clearly defined marketing or implementation needs.
Work with Tamara →The AI operator playbook
The frameworks, costs, workflows, and agent architecture I use across the portfolio.
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See the operator stack →
Open proof resources →Real estate and ownership notes
Asset-level thinking around RV parks, short-term rentals, deal sourcing, tax strategy, and business buying.
Open the real estate notes →
Read AI for real estate investors →
Read the RV park thesis →