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Handshake Acquires Cleanlab, Strengthening AI Agent Reliability

Cleanlab acquired by Handshake

AcquisitionTechnology, Information and MediaUS

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Acquired

Cleanlab

United StatesTechnology, Information and Media

Undisclosed amount

January 28, 2026

Handshake logo
Acquirer

Handshake

Handshake has acquired Cleanlab for an undisclosed amount, a move that integrates advanced AI agent reliability technology into its portfolio. Cleanlab specializes in addressing the critical challenge of ensuring AI agents perform reliably in production environments. This acquisition marks a strategic expansion for Handshake, aiming to bolster its capabilities in the rapidly evolving artificial intelligence sector.

Cleanlab's platform is designed to equip teams with the necessary tools to make AI agents production-ready. Its core functionality includes detecting low-quality outputs, identifying root causes of errors, and significantly improving response quality. Furthermore, Cleanlab applies essential guardrails to ensure AI agents operate safely, accurately, and compliantly at scale, directly tackling the biggest hurdle in deploying reliable AI solutions.

The acquisition is strategically driven by Handshake's intent to enhance the trustworthiness and performance of AI applications. By integrating Cleanlab's specialized technology, Handshake aims to provide more robust and dependable AI solutions to its customers. The synergy between the two entities is expected to streamline the development and deployment of high-quality AI agents, ensuring they meet stringent operational standards. This combination will allow Handshake to offer more sophisticated and reliable AI capabilities across its offerings.

Looking ahead, the combined entity is poised to address the increasing industry demand for production-ready AI. This integration is anticipated to accelerate innovation in AI agent development, offering enhanced tools for reliability and performance management. The acquisition positions Handshake to deliver AI solutions that are not only powerful but also consistently accurate and safe, fostering greater confidence in AI adoption across various applications.

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