Sequoia CapitalIllustrative use case · Venture investmentRehearse an investment committee decision across founders, customers, competitors, talent, co-investors, and future financing conditions.
View the rehearsalA venture firm does not invest in a spreadsheet. It invests in a company embedded in a market that will react. Product velocity, founder decisions, customer adoption, competitive entry, hiring constraints, and the next financing round interact over time. A single base case hides the combinations that create asymmetric upside or permanent loss.
OpenX turns the diligence thesis into an inspectable market model. It builds actor populations from research and portfolio knowledge, forks capital plans and strategic choices, introduces correlated shocks, and traces which assumptions actually control ownership, runway, product-market fit, and follow-on risk.
Example rehearsal
Every path uses the same actors, evidence, constraints, and random seeds so the intervention—not a different starting population—explains the change.
High upside, concentrated financing risk
Best resilience across market states
Durable, slower category capture
What the team learns
account for most of the outcome variance
under milestone-based hiring
when product evidence precedes geographic expansion
Modeled business impact
OpenX does not promise a result. It identifies where a better decision could save time, prevent avoidable spend, and improve forecast precision—then defines the smallest real-world test needed to verify it.
potentially saved by isolating the assumptions that actually require deeper diligence.
modeled reduction when expert calls and research focus on the highest-sensitivity drivers.
potential precision gain after portfolio outcomes calibrate market and founder behavior.
Illustrative ranges generated for this example scenario. Actual impact depends on evidence quality, calibration, deployment scope, and validation against observed outcomes.
Structure the plan around one falsifiable product milestone, preserve hiring flexibility until it clears, and size reserves against the correlated downside rather than the median case.
Validate the three controlling assumptions with targeted customer calls and a founder operating-plan review before investment committee approval.
Illustrative OpenX scenario for Sequoia Capital-type operating conditions. It does not describe a client engagement, partnership, endorsement, or verified company result.
Your decision