My Approach
Philosophy and method together.
The Work
The work falls into two areas that serve the same outcome.
Passionate Focus
In the room with founders and operating leadership for the decisions that shape the next stage of growth. Financial and strategic clarity that turns instinct into capital allocation, and ambition into a plan the team can execute against. AI shows up here as decision support, grounded in the actual questions being asked rather than the ones it can answer fastest.
Intentional Systems
Operating infrastructure designed to turn those decisions into outcomes. The data architecture and the tools that let a team move with rigor without burying itself in overhead. AI implementation here is practical and embedded in the work, with the governance that makes it durable rather than a story to tell next quarter.
When focus and systems compound, the result is what people call fast scaling. It is not heroics. It is discipline made operational.
Framework
The Operator's Capability Framework
A four-stage engagement, applied across the four capability domains that determine how a business scales.
1. Read
Embed with the team. Map the work and the systems against four capability domains: financial, operational, technical, and organizational. Identify where the business is mature and where it is exposed.
2. Frame
Translate the assessment into a plan the team can execute against. Decide what to invest in now and what to leave alone, with the rigor to defend both.
3. Build
Implement the systems and tooling the plan calls for, including AI where it earns its place. Governance built in from day one rather than added later.
4. Compound
Operate the plan and adjust as the business changes. Reinforce focus and refine the systems. Tell the truth when something is not working.
AI in Practice
For an online coaching business, we replaced a piecemeal data setup with a single source-of-truth architecture. Within a quarter, the team had clean revenue recognition and a defensible path off cash-basis accounting.
Proof
Selected work.
Anonymized engagements across PE-backed multi-unit operators, hypergrowth franchises, and subscription businesses. Filterable by function and context.
See the engagementsQuestions
Frequently asked.
- What is a fractional CFO?
- A fractional CFO provides senior finance leadership on a part-time or interim basis. The role covers the same responsibilities as a full-time CFO — capital allocation, financial planning, reporting infrastructure, decisions in the room with founders — without the cost or commitment of a permanent hire.
- Who do you work with?
- Founders and multi-unit operators. Recurring engagements include PE-backed multi-unit operators, hypergrowth franchises, and subscription businesses.
- What is the Operator's Capability Framework?
- A four-stage engagement (Read, Frame, Build, Compound) applied across four capability domains: financial, operational, technical, and organizational. It identifies where a business is mature and where it is exposed, then translates the assessment into a plan the team can execute against.
- What is your view on AI in finance and operations?
- Skeptical more than enthusiastic. AI shows up where it has earned its place — as decision support grounded in real questions, or as practical implementation embedded in the work with governance built in from day one. Not as a story to tell next quarter.
- How are you different from other fractional CFOs?
- My background is operating, and I am a franchisee. I read a team and a business before I read a P&L. The work is finance and tech, but the lens is the same one I bring to my own business. That rigor is what earns the right to tell a client the hard things first.
Ready to discuss how this framework applies to your business?
Get in touch