Technology

Protect Source Code IP Without Slowing Down Your Engineers

Samsung experienced three IP leaks in 20 days after allowing ChatGPT access. Tokra gives technology companies the visibility and control to govern developer AI usage without banning the tools that make them productive.

The challenge

What keeps you up at night

Source code in AI prompts

Engineers paste proprietary code into LLMs for review, refactoring, and debugging. Every interaction creates an IP attribution question — especially when employees push AI-generated code to personal repos.

Developer tool sprawl

Developers adopt new AI tools faster than IT can evaluate them — ChatGPT, Copilot, Cursor, Claude, local LLMs. Each tool creates a new data flow with no governance.

Uncontrolled AI spend

Engineering teams consume the most AI tokens. Without per-project cost attribution, it is impossible to determine which AI spend produces business value.

How Tokra solves it

Your AI governance layer

IP chain of custody

Chain LLM conversations to code commits to repo ownership. Identify IP generated with company resources stored in personal accounts.

Universal AI tool detection

Automatically detect and track usage across ChatGPT, Copilot, Cursor, Claude, and 30+ tools — including local LLM instances.

R&D cost attribution

Attribute developer AI spend to projects. Generate R&D tax credit documentation worth $25K-$75K+ per year.

85%

AI adoption rate among technology companies with 50+ knowledge workers

See Tokra in action

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