tech

January 28, 2026

AI data labeler Handshake buys Cleanlab, an acquisition target of multiple others

The deal is structured as an acquihire of nine key Cleanlab's researchers.

AI data labeler Handshake buys Cleanlab, an acquisition target of multiple others

TL;DR

  • Handshake acquired Cleanlab, a startup focused on auditing data labels.
  • The acquisition is described as an "acqui-hire," bringing nine Cleanlab employees, including its co-founders, to Handshake's research team.
  • Cleanlab's software aims to improve data quality by identifying incorrect labels.
  • The goal is to enhance the data quality Handshake provides to AI labs.
  • Cleanlab received other acquisition interest but chose Handshake because competitors use Handshake's platform.
  • Handshake has previously provided data for major AI labs, including OpenAI.