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OpenAI Acquires Torch: Building the ‘Unified Medical Memory’ for ChatGPT Health” from HIT Fred Pennic

What You Should Know

OpenAI has officially acquired the healthcare technology startup Torch, marking a significant expansion of its ChatGPT Health capabilities.

– The deal, valued at approximately $60M -$100M according to reports, aims to create a “unified medical memory” for AI by consolidating scattered patient data from hospitals, labs, and wearables into a single, context-aware engine.


The “Unified Medical Memory” Pivot: Solving Data Silos

For most patients, medical data is a fragmented mess stored across dozens of disconnected vendors and formats. Torch was designed specifically to bridge this gap, acting as a context engine that helps AI “connect the dots” across a user’s entire health history.

  • The Context Engine: Torch gathers information from hospitals, labs, wearables, and consumer testing companies (like 23andMe) into one place.
  • Operational Scale: By integrating this technology, OpenAI aims to ensure “nothing important gets lost in the noise again” for the 40 million users who already ask ChatGPT healthcare questions every day.

As part of the deal, Torch co-founders Ilya Abyzov (formerly of Forward) and Eugene Huang will join OpenAI to lead the integration.

OpenAI vs. Anthropic vs. Google

This acquisition is a direct response to the “Agentic Shift” occurring across the big model companies in early 2026.

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