Definitive Healthcare acquires Monocl, adding expert data to life sciences stack
The deal pulls a global expert-profiling platform into Definitive's commercial intelligence suite for drug developers.

The deal pulls a global expert-profiling platform into Definitive's commercial intelligence suite for drug developers.

Six years into the roll-up, the prize is no longer call volume. It is the bundle: experts, transcripts, AI synthesis, and compliance, sold beyond the hedge fund desk.

The combined entity bundles primary expert content with AI search across SEC filings, broker research, and earnings transcripts.

Eighteen months of deals and re-platforming have left the qualitative research stack looking very different from where it started.

The deal pulls a credentialed ESG signals engine inside FactSet's workstation as institutional demand for sustainability data accelerates.

Nine-year hold turned a single expert-witness firm into a full-stack litigation services platform before exit.

Market research sampling firm folds in a B2B expert network as the lines between survey panels and expert sourcing keep blurring.

The Dallas-based litigation services firm changes hands after Trinity Hunt's hold period, in which IMS expanded into medical expert and life care planning work.

The deal follows a $75M Series C from Sequoia and a subsequent $160M Series D, and folds a small agent-architecture team into a platform Rogo says reaches 25,000 finance professionals.

Tegus, AlphaSense, Ipsos and others have reshaped the expert network stack since 2020. Here's the deal map and what it tells us about where the category is going.

Life sciences strategy firm folds in a Shanghai-rooted market access shop and installs its founder as APAC head.
