1202: Allocating Capital in an Age of AI | Samantha Greenberg, CFO, AlphaSense

In the early months of Francisco Partners, Samantha Greenberg sat in a room on folding chairs with the firm’s cofounders and one other colleague, planning the business.

According to Greenberg, the private equity firm was pursuing an idea that many considered impossible in the late 1990s: executing leveraged buyouts of technology companies. Greenberg tells us she was drawn to the vision because it challenged the belief that technology businesses could not be predictable or capitalized with debt.

During the firm’s first year, Greenberg says, the team closed its first fund. She helped build operating processes, worked on the first transactions, and participated in fundraising—experiences that she says made her a better operator years later.

That builder’s instinct eventually pulled Greenberg away from investing. After 18 years as a technology investor, she had come to appreciate the discipline of “separating signal from noise,” surfacing insights, and allocating capital. But Greenberg tells us that running her own hedge fund revealed something more personal: She found operating more engaging than investing because it gave her “a seat at delivering the value creation.”

She became a CFO in 2021 and deliberately chose an earlier-stage company instead of a more mature organization. According to Greenberg, the decision allowed her to develop the skills she lacked—leading finance transformation, implementing systems, driving operational maturity, and running an accounting department.

The transition also challenged an investing instinct. Investors can wait for the “fat pitches,” Greenberg explains, but rapidly scaling companies cannot wait for every decision to be perfect. Her operating lesson is more immediate: “Velocity matters too.”