I Gave an AI My Acquisition Model. It Gave Me My Week Back.

I Used to Spend 2 Days on a DCF. Here's How I Do It in 2.5 Hours Now.

TL;DR: Startup valuation isn't a formula — it's a judgment call that changes depending on your company's stage, market, and what a buyer is actually willing to pay. On a representative acquisition model I used to build from scratch, the work took about 14 hours. Using the same inputs, methodology, and judgment calls but automating the mechanical steps, I got the same deal to the same answer in 2.5 hours. The only thing that changed is what I stopped doing manually.

Let me say the quiet part out loud: most of the time a finance team spends on a valuation model isn't thinking time. It's formatting time. Comp-pulling time. Table-building time. The stuff that feels like work but doesn't actually require a human brain.

I've spent probably hundreds of hours of my...

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