Analysis, frameworks, and case studies on demand forecasting, commercial assumptions, business cases, and investment decisions.
Insights
Launch: Battle-Testing the Business Case
Launch is not the end of validation. It is the moment when customer intent becomes real behavior—and when the business case finally gets tested under market conditions. The challenge is not just to see what happened, but to understand what the market is telling you about the model behind the product.
The Wrong Debate: Why the choice between decisiveness and analysis paralysis misses the real problem.
Most organizations believe the biggest challenge is deciding whether to move faster or gather more evidence. But what if that is the wrong debate? The real question is whether the evidence gathered is proportional to the size, risk, and uncertainty of the decision being made.
Why Good Ideas Don't Get Funded
Great ideas don't get funded because they're great. They get funded because they represent the best investment available at that moment in time. This article explores why compelling ideas are rejected, how corporate risk appetite shapes investment decisions, and what separates an interesting concept from an investable opportunity.
The Burden of Proof Behind the Pitch
A strong idea may earn attention, but investment requires more. The person making the pitch has a responsibility to show why the opportunity deserves scarce capital, resources and attention—and why the evidence supports taking the risk.
From AI Pilot to Scaled Investment
A successful AI pilot can demonstrate technical feasibility, but scaling requires a broader investment case. This article examines the additional commercial, operational, and financial evidence needed before an organization commits materially more capital.