Named ownership stays attached to live documents, files, and handoffs.
Gaps surface automatically before anything is treated as done—so high-stakes work moves forward with accountability intact.
System Status: IR™ Continuous Ownership · GRACI™ Engine Active · Patent Pending · Delaware PBC
Enterprise legal teams spend $30M+ per company, but 98% of that budget funds human labor across scattered documents, client files, and outside counsel handoffs.
When work fragments across email, Slack, and AI tools, traditional ownership breaks down.
Governance lives directly on the document, file, or deployment—not in a separate spreadsheet.
If a Governance or Verification role goes missing, the system flags the gap live before work is treated as final.
Handoffs move forward only after explicit, named verification occurs across every stage.
| Feature | Static GRC / Spreadsheet RACI | GRACI™ / Ciph Lab |
|---|---|---|
| Location | Lives in a spreadsheet, separate from the work | Attaches directly to the live document, file, or deployment |
| Timing | Reviewed after the fact by compliance teams | Flags missing roles live, before sign-off occurs |
| Verification | Blurs tool approval with output verification | Keeps Governance (G) and Verification (V) explicitly named & distinct |
| Enforcement | Relies on manual memory and email trails | Enforces live requirements before work can advance |
We deploy first where legal spend and operational risk collide hardest: Intellectual Property (IP).
"I didn't study this market from the outside — I lived it from the inside."
UC Berkeley BASIS AI Safety Fellow
Authored Figma's DSA Transparency Report
Speaker, AI in Legal Summit
Privacy & Compliance, Apple
We're seeking a small number of design partners — IP groups and enterprise Legal Ops teams — to help shape the commercial platform before it's fully built.
Enterprise legal departments already spend ~$30M per company, yet only 2% of that spend is software — and 95% of AI deployments never reach production because continuous ownership and verification are missing. Ciph Lab is building that continuous ownership layer, starting in IP, where legal spend and AI risk are highest, then expanding into full Enterprise Legal Ops and Corporate Risk.
The same platform becomes the governance standard enterprises require of their outside counsel.