Technology
Protect Source-Code IP Without Slowing Down Your Engineers
Toktra gives technology companies visibility into developer AI usage and IP risk in AI-assisted code — without banning the tools that make engineers productive, and without reading a single prompt.
The challenge
What keeps you up at night
Source-code IP risk in AI-assisted work
AI coding assistants are everywhere, and you have no way to tell where AI-assisted code may carry IP risk.
Developer tool sprawl
Engineering teams adopt AI tools faster than IT can track them, with no unified view across providers.
Uncontrolled AI spend
Developer AI costs grow with no attribution to teams, projects, or R&D, and no budget to hold the line.
How Toktra solves it
Your AI governance layer
GitHub IP-risk detection
AST fingerprinting and commit-diff similarity flag where AI-assisted code may carry IP risk, with an append-only, RFC-3161 chain of custody behind it.
Cross-platform AI detection
Cross-platform agents and browser extensions surface developer AI usage across providers and channels — metadata only, never prompt content.
Cost attribution and R&D credit
Attribute developer AI spend by team and project, and substantiate Section 41 and HMRC R&D tax-credit claims.
Product
The Toktra features you will use most
IP Protection
Append-only, RFC-3161 chain of custody and GitHub IP-risk detection.
Learn more →Device Agent
Cross-platform endpoint agents plus browser extensions that capture AI usage metadata, never blocking traffic.
Learn more →Budget Controls
Soft and hard token budgets for developer AI spend; hard caps block new requests via a sub-200ms browser preflight.
Learn more →AI adoption rate among technology companies with 50+ knowledge workers
See Toktra in action
Book a personalized demo to see how Toktra can help your team govern AI usage at the device level.