Most investors can evaluate a market. Almost none can read a tech stack.
THE SCALE AUDIT™ is a 5-layer technical framework I built to answer the questions founders won't volunteer before the term sheet is signed.
Founders are supposed to sell the future. Investors are supposed to make the bet. The problem is that most technical conversations stay one layer too vague to support an actual decision.
THE SCALE AUDIT™ exists to turn the hidden parts of the stack into something you can underwrite. It exposes what the pitch leaves out, what the team may not volunteer, and where the technical risk changes the shape of the deal.
The audit is built around five layers of risk. Each one surfaces a different part of the technical truth behind the deal.
Can this stack support the growth the founder is promising?
THE SCALE AUDIT™ starts by testing the shape of the ceiling, not the polish of the pitch. I look at architecture, infrastructure, and operational bottlenecks to understand where growth starts to bend the system. Investors usually hear that a product can scale because the team says it can. This layer checks whether the technical reality supports that claim.
Which founder claims are evidence-based and which are aspirational?
This layer separates demonstrated capability from storytelling. I compare product claims, technical claims, and delivery claims against the evidence in the deck, the repo, the roadmap, and the team’s actual operating history. If a claim matters to the investment thesis, it gets tested. If it cannot be tested, it gets flagged.
What complexity is already hiding in the stack?
Every company accumulates shortcuts. The question is whether those shortcuts are manageable or whether they are already turning into drag. I look for brittle integrations, hard-coded dependencies, and architectural decisions that will slow hiring, shipping, or reliability. The goal is to expose the cost of continuing as-is.
Where does the technology multiply the business, and where does it consume it?
Leverage is the gap between what the company can sell and what the system can support. I test whether the technical model creates repeatable output, compounding advantage, and healthy operating leverage. I also look for places where the stack forces the business to spend too much time, money, or attention on avoidable work.
Can this team actually deliver the next stage of the roadmap?
A brilliant stack with the wrong team still becomes a risk. I assess whether the people building the product can keep pace with the business, whether the team has the right depth, and where the leadership gaps are. This layer turns vague confidence into a sharper read on execution risk. If the team is not built for the next stage, the investment thesis needs to reflect that.
You get a concise output built for deal teams, not engineers. The result is easy to read, easy to share, and easy to use in the investment process.
A clean one-page scorecard that turns technical complexity into investor-ready language.
A practical read on how far the current stack can go before the growth curve starts to strain it.
The most material risks that should shape the decision, the memo, or the next conversation.
A short set of questions that helps you pressure-test the story without getting lost in jargon.
What needs to be true technically before the capital decision feels justified.
A plain-language walkthrough of the findings, the implications, and the next move.
For teams evaluating opportunities where the technical layer can change the shape of the deal. The framework gives you a faster way to separate signal from theater.
For investors who need an independent view before wiring capital into a company they cannot fully diligence in-house. You get a clear framework, not a generic opinion.
For smaller teams moving fast but still needing a disciplined read on the stack. It helps you ask better questions before the round closes.
Share the deal, the deck, and any technical context you already have.
I review:
No special format required.
I assess the opportunity against the five layers of THE SCALE AUDIT™.
The audit stays focused on what matters to the investment decision.
You receive the scorecard, the top risks, and the key questions that still need answers.
We review the findings together so you can make the call with better technical clarity.
Most audits are delivered in 48 hours.
You work directly with me. No layers, no handoffs, no dilution of expertise.Every engagement runs on THE SCALE AUDIT™ methodology — five layers of technical risk that most investors never see until after the wire.
Know the technical risks before writing the check.
Independent technical validation for investment decisions.
Comprehensive portfolio assessment with analysis and recommendations — no implementation.
No commitment required. A 30-minute call is enough to know whether I can help — whether you're evaluating a deal or looking to sharpen your product strategy.
A 30-minute conversation to understand your deal flow and what kind of tech support would be most useful. No commitment required, just a chance to see if there's a fit. Bring a live deal or a general question.
Schedule intro call →Prefer to start by email? Send a note and I’ll reply within two business days.