I help founders solve financial, operational, and marketing problems with practical automation and AI integration. We start with the questions that matter, then design lightweight systems that deliver clarity and results.
Unit economics, product & channel profitability, pricing insights.
Repeatable processes and lean operating rhythms that scale.
Automations and AI to reduce manual work and surface faster answers.
Flexible, outcome‑first engagements. Tool‑agnostic by design.
Clarity on margins, cash, capacity and pricing so you can scale with confidence.
Translate goals into measurable hypotheses and run lean experiments.
Simple, durable systems that surface the right answers at the right time.
I integrate automation and AI into your workflows to eliminate repetitive work, improve forecast accuracy, and accelerate decisions. The stack adapts to your business—not the other way around.
Identify high‑impact opportunities in finance, ops, and marketing.
From data capture to insights, tailored to your questions.
Lightweight, documented, and easy for your team to run.
Eco‑friendly skincare brand selling via Shopify: facial oils, moisturizers, and soaps.
High sales volume with limited visibility into profitability by SKU and channel. Manual reporting.
Establish an operating model with P&L by product/channel and a reinvestment plan tied to ROI.
Includes assessment, operating model, dashboard, and action plan.
Clarify goals, constraints, and the questions that matter.
Map systems, metrics, and bottlenecks across finance, ops, and marketing.
Create a simple operating model, KPIs, and decision rhythms.
Implement lightweight automations and AI where they add clear ROI.
Run reviews, refine, and scale what works.
Ready to scale with a systems partner? Send a note with a brief description of your business and goals.
Prefer a quick intro? Grab a 15‑min slot.