Research: AI and private equity in Europe
This is where we collect what we publish on the AI-enabled roll-up category: the European AI Buyout & Roll-up Index as a dataset, and the background pages on AI-enabled roll-ups and AI private equity. Every page names its sources, author and date.
Datasets
Background
Background
AI-enabled roll-up: definition, European examples and how it works in Germany
Three kinds of AI-enabled roll-up, European platforms with sourced figures, the economics, the failure modes and how GTP runs the model.
Open pageBackground
Why a fund and not a platform
How Generation Tech Partners started in 2025: two observations, the difference to software-first platforms and to Tenet, and what follows from it.
Open pageBackground
GTP AI efficiency score: methodology
How we measure the effect of AI per workflow: hours per case, error rate, turnaround time, baseline before the first tool.
Open pageBackground
AI private equity in Germany: definition, who does it
Three kinds of buyer compared, the firms doing it in Germany and what the model means for owners.
Open page