OpenAI Brings Company Knowledge Into ChatGPT

OpenAI has launched "company knowledge," a feature that pulls context from a company's own applications into ChatGPT to deliver answers specific to that business.

The feature is available now for ChatGPT Business, Enterprise, and Edu users, according to OpenAI's announcement, titled "Work smarter with your company knowledge in ChatGPT."

Company knowledge works by connecting ChatGPT to the apps a company already uses. When employees ask questions, the system draws on internal documents and data to produce answers grounded in the organization's own information rather than general training data.

OpenAI says every answer includes clear citations, so users can trace responses back to the specific source material inside their company's apps. That addresses a persistent problem for enterprises adopting AI tools: verifying where an answer came from.

The company also emphasizes security, privacy, and administrative controls as core components of the feature. OpenAI describes the capability as bringing "context from your apps into ChatGPT for answers specific to your business, with clear citations, security, privacy, and admin controls."

The stakes are significant. Enterprises have been cautious about deploying generative AI over concerns that sensitive internal data could leak or be used for model training. Admin controls and privacy guarantees are the mechanisms vendors now compete on to win corporate contracts, and retrieval from internal knowledge bases has become table stakes for workplace AI assistants across the industry.

By targeting Business, Enterprise, and Edu tiers specifically, OpenAI is positioning the feature for its paying organizational customers rather than consumer users. Edu inclusion signals a parallel push into academic institutions, where faculty and administrators manage large volumes of institutional documentation.

The launch gives OpenAI a direct answer to rival workplace AI products that already integrate with corporate data sources, and it signals that context-aware retrieval from private company data is now an expected capability, not a premium add-on, in the enterprise AI market.