For Private Equity & Investors
Diagnose Commercial Execution Risk Before It Hits the Model
Every investment model assumes a revenue plan will be executed. Few diligence processes examine whether the commercial organization is actually built to execute it. Commercial Engine OS gives operating partners and boards a structured way to diagnose commercial maturity — and a repeatable system for fixing what it finds.
The Gap in Diligence
Revenue Quality Is Not the Same as Revenue System Quality
Standard commercial diligence validates the market, the customers, and the historical numbers. It rarely answers the question that determines the next three years: does this company run a commercial system, or does it run on a small number of people who will not scale — and may not stay?
Key-person concentration
How much of the number walks out the door if two people leave? The score makes dependence on individual performers visible and measurable.
Forecast credibility
Has the company ever called a number and hit it for the right reasons? Forecast history reveals whether the plan is a projection or a wish.
Retention and expansion mechanics
Net revenue retention is a number; the question is whether it is produced by a designed motion or by a heroic account team.
CAC efficiency and payback
Whether demand is a designed portfolio or an expensive habit — and what happens to pipeline when spend is restructured.
Operating cadence
Whether management inspects the business weekly with shared definitions — or discovers reality at quarter-end alongside the board.
Data and AI readiness
Whether the company's data foundation can support the efficiency thesis in the model — or whether that thesis is deferred indefinitely.
The Value-Creation Plan
A Repeatable Commercial Playbook Across the Portfolio
Because the framework is consistent, the Commercial Engine Score becomes a shared language across the portfolio: every company assessed on the same eight dimensions, every value-creation plan built on the same operating model, every board reporting against the same fact base.
That consistency compounds. Patterns become visible across companies, interventions get faster, and the commercial section of the board pack stops being bespoke every quarter.
Read: How Private Equity Firms Can Diagnose Commercial Execution Risk
Where we engage
The Distinction That Matters
Market Problem or Execution Problem?
When a portfolio company misses plan, the first question determines the response: is the market wrong, or is the engine wrong? A company with a sound market and a reactive commercial engine needs operating discipline, not a pivot. A company with a mature engine and a shrinking market needs strategy, not more pipeline reviews. The Commercial Engine Score separates the two — so capital and effort go to the actual constraint.
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Assess commercial execution risk in your portfolio.
A short discussion about one portfolio company is usually enough to see what the framework surfaces.