Stage-Adjusted Venture Underwriting
Match valuation discipline and diligence evidence to the startup's maturity
- Difficulty
- Advanced
- Time to result
- ~months to results
- Steps
- 6
- Confidence
- 96%
Stage-Adjusted Venture Underwriting changes the investment test as evidence accumulates. At the earliest stage, the company is principally a team and an idea, so the investor emphasizes founder quality, adaptability, and the scale of the market while accepting a high failure rate. As the business matures, valuation becomes more consequential because revenue, product adoption, margins, and comparable outcomes make the range of possible exits more predictable. The investor therefore shifts from possibility-based judgment toward evidence-based underwriting. The method also resists using rare outcomes such as Facebook to justify any entry price. Its output is a stage-appropriate decision that connects team quality, operating proof, realistic exit value, failure probability, and investment size.
Origin
Extracted from Masters in Business during Steve Murray's explanation of how Revolution Growth evaluates companies differently from early-stage venture firms.
Core principles
- 01Judge uncertainty differently at each investment stage
- 02Weight the team most heavily when operating evidence is scarce
- 03Demand revenue, margin, and market evidence at the growth stage
- 04Treat exceptional returns as outliers rather than the base case
- 05Protect returns by considering entry valuation
How to run it
- 1
Classify the Stage
Determine whether the company is primarily a team and idea, an early product with initial adoption, or a growth business with substantive revenue. Do not rely solely on the financing round's label.
Pro tip Use operating maturity rather than the words seed, Series A, or growth.
Watch out Misclassifying the stage leads to false precision or insufficient diligence.
- 2
Evaluate the Team
Assess whether the founders can recognize changing conditions, recruit well, and redirect the company without losing sight of the destination. Increase this factor's weight when little operating evidence exists.
Pro tip Look for previous examples of learning and adaptation rather than polished forecasts.
Watch out A compelling market cannot compensate for a team unable to navigate uncertainty.
- 3
Inspect Operating Evidence
At later stages, examine revenue quality, product adoption, margins, cash needs, and the company's performance against plan. Distinguish demonstrated economics from projections.
Pro tip Reconcile the narrative with accounting and customer evidence.
Watch out Do not treat revenue alone as proof of a durable model.
- 4
Model the Outcome Distribution
Estimate failure, break-even, ordinary success, and exceptional success cases. Base the distribution on the company's stage and plausible market exits.
Pro tip Make the ordinary-success case carry the underwriting rather than relying on a generational outlier.
Watch out Using one spectacular precedent can conceal an unattractive base-rate return.
- 5
Test the Entry Valuation
Compare the proposed valuation with realistic exit values and the ownership the investment purchases. Require more valuation discipline as evidence and absolute price increase.
Pro tip Calculate the return under several credible exits, not only the founder's target.
Watch out A strong company can still produce a weak investment when purchased too expensively.
- 6
Size for Residual Risk
Choose an investment size and ownership level consistent with the evidence, expected return, and probability of loss. Preserve capacity for follow-on funding where appropriate.
Pro tip Tie follow-on capital to observable milestones.
Watch out Do not let confidence in the category erase company-specific risk.
In the wild
An experienced team is building software for a promising regulated market but has no revenue. The investor focuses on founder adaptability, customer discovery, and market structure, then uses modest check size and milestone-based follow-on funding rather than pretending to forecast precise margins.
→ The opportunity receives a small, risk-adjusted investment whose next funding decision depends on verified adoption.
A marketplace has meaningful revenue, measurable margins, and rapid growth but seeks a billion-dollar valuation. The investor models ordinary acquisition and public-market outcomes instead of assuming it will become the next Facebook.
→ The investor either negotiates a defensible entry price or declines a good company that offers a poor expected return.
Common mistakes
Using One Standard at Every Stage
Demanding mature-company metrics from a seed startup creates false negatives, while evaluating a growth company on vision alone ignores available evidence.
Underwriting to an Outlier
Using Facebook-scale returns as the central case makes entry valuation appear irrelevant when most exits follow a more predictable range.
Confusing Company Quality with Return
A valuable company does not automatically make an attractive investment if the entry valuation already assumes extraordinary success.
Is it for you?
Best for
It is best for venture investors comparing opportunities from pre-product startups through established growth companies.
Not ideal for
It is not ideal for liquid public securities with extensive standardized reporting and market pricing.
From the transcript
“I think as it relates to super early stage investments where you're really betting on a team and an idea, whether you invest that two…”
“I think it starts to matter a lot more as you get further up the valuation train.”
“At the stage that we invest in, which is really the growth stage where there's been there's lots of work left to be done, but…”
From the episode
Steve Murray Discusses Startup Valuation
Steve Murray