
Ben Topor is a software industry strategist, growth equity investor, and author specializing in technology markets and secondary investments. He is the Founder and Managing Partner of Titan Capital Partners, an Israeli-American technology investment firm seeded by Tiger
The Real AI Battle Is Preemption Versus Proliferation
AI's real fight isn't about the smartest model — it's about who controls scarce compute, data and distribution. Preemption vs. proliferation, explained.
The Missing Map Of The Modern Software Industry
A framework for understanding the modern software industry by mapping it into eight distinct city-states, each with its own economic logic, competitive dynamics.
Why These Software Segments Struggle To Produce Billion-Dollar Outcomes
In the software market—especially in the AI cycle—capital is flowing into an unusually broad set of categories. Many of them are being funded, scaled and valued as if they can produce billion-dollar outcomes.


