Use Case

Every Prompt. Every Output. Every Commit. An Unbroken Chain of Custody.

Samsung experienced three IP leaks in 20 days after allowing ChatGPT access. Tokra creates a legal-grade chain of custody linking prompts to outputs to commits — and closes the 47-day post-termination access window.

The challenge

What keeps you up at night

Every prompt is a potential IP vector

Engineers paste proprietary source code into LLMs. Legal teams send privileged communications. Marketing shares unreleased product details. Every prompt is a potential exfiltration event.

DLP can't reconstruct what left

Traditional DLP tools can block data from leaving in real time, but cannot reconstruct what already left through AI-assisted generation.

47-day post-termination window

Terminated employees retain active LLM access for an average of 47 days — a critical window for IP exfiltration that no current tool addresses.

How Tokra solves it

Your AI governance layer

Real-time prompt scanning

Content sensitivity scoring flags high-risk interactions. Content filtering blocks sensitive data from reaching unapproved providers.

Immutable audit logs

Full prompt and response logging with tamper-proof storage. Chain prompts to outputs to commits to repo ownership for legal proceedings.

Instant access revocation

Integrate with Okta, Azure AD, and HRIS to detect offboarding and immediately revoke all LLM access — eliminating the 47-day window.

47 days

average window terminated employees retain active LLM access

See Tokra in action

Book a personalized demo to see how Tokra can help your team govern AI usage at the device level.