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Tokenive

Building the institutional trust infrastructure the age of AI demands.

Technology, Information and Internet
Edinburgh, GB
1 employees
Founded 2026
3 public signals

About Tokenive

We eliminate three foundational risks in enterprise AI: 1. The Model Verification Gap: Enterprises cannot prove that an output is the genuine result of a promised model applied to a specific input. Behind a black-box, there is no way to verify which model processed a query. 2. Plaintext Data Exposure: Standard inference requires inputs to be in plaintext during execution, forcing enterprises to rely on trust rather than cryptographic guarantees for privacy. 3. Unauthenticated Data Ingestion: AI systems cannot distinguish between authentic source files and forged documents (such as manipulated PDFs or falsified records), leaving pipelines vulnerable to tampering and data poisoning.

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Signals from Tokenive

3 published signals

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