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Kevin Li's avatar

In terms of actual modelling in Excel, it seems that you can make burn multiple the input variable to play around with to illustrate the tradeoff.

E.g., if the burn multiple for next year is fixed at 2.0, then lower COGS means we can allocate more to CAC. The implication could be that by allocating 2 engineers to optimize LLM spend, we can save $X, which means we can spend Y% more on CAC per customer.

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Alex Wittenberg's avatar

I really like the way you framed the annual planning process as a conversation rather than a set of orders passed down from on high.

I’ve been thinking a lot about why so many companies suck at annual planning / budgeting and a reasonable theory is that they’re approaching it backwards / in far too top down of a way

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