AI Is Taking Action. Who Is Keeping the Record?

OOSTKAMP, Belgium - EntSun -- Businesses are giving AI access to contracts, customer records and systems that can take real action. When something goes wrong, they need to know what happened to their information.

Recent disclosures from OpenAI and Anthropic describe research agents crossing safety boundaries. That raises practical questions for companies adopting AI: what can it access, what does it keep, and can anyone check what it did?

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Corbenic AI is building a business around protecting AI memory and making its activity easier to inspect. Its software, Galahad, launches in beta on October 1, 2026.

AI systems hold temporary information in memory while processing documents and questions. Separate security research has shown that sharing this memory across users can put confidential information at risk.

Corbenic says Galahad encrypts stored memory and keeps each customer's data separate. It works with existing AI software without changing the model.

"Galahad provides a secure vault for working memory and an exact record of what passes through it," said founder and CEO Sietse Schelpe.

There is a financial argument, too. Saving work the AI has already done means less repeated processing. In internal tests involving repeated questions, Corbenic reported a 92 to 93 percent reduction in energy used by graphics processors. Those figures describe the company's test conditions.

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When recording is enabled, developers can inspect recorded activity and restore an earlier version of the server's saved memory. But restoring memory cannot undo an email already sent or recover information already leaked.

For businesses deciding how much control to give an AI agent, that boundary matters.

Galahad supports vLLM, SGLang and llama.cpp. A free, renewable 12-month licence covers non-commercial use on systems with one graphics processor. Businesses can purchase commercial licences.

Beta: github.com/corbenicai/galahad
Business enquiries: sales@corbenic.ai