Ciph Lab® — IR™ Continuous Ownership
System: IR™ Continuous Ownership · GRACI™ Engine Active · Patent Pending · Monitoring Live Documents
Continuous Ownership for High-Stakes Enterprise AI

Continuous Ownership
Where the Work Gets Done.

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.

$30M+
Enterprise Legal & Outside Counsel Spend / Company
2%
Allocated to Software
98%
Trapped in Manual Coordination & Unverified Handoffs
GRACI™ Matrix — Live
G
R
A
C
I
V
⚠ Flagged Verification unassigned — flagged before sign-off.

System Status: IR™ Continuous Ownership · GRACI™ Engine Active · Patent Pending · Delaware PBC

Ownership Disappears As Documents Move

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.

  • The Drift: Accountability usually lives in a static spreadsheet or post-facto compliance dashboard—completely separate from where the actual work happens.
  • The Handoff Gap: As documents move between internal teams, AI outputs, and outside law firms, named accountability disappears.
  • The Risk: Unverified revisions and unassigned roles move downstream unnoticed until an audit or filing failure surfaces the gap.

Three Steps.
No Ambiguity.

01

Ownership Attaches to the Live Document

Governance lives directly on the document, file, or deployment—not in a separate spreadsheet.

02

Gaps Surface Automatically

If a Governance or Verification role goes missing, the system flags the gap live before work is treated as final.

03

Work Only Advances When Named Owners Are Present

Handoffs move forward only after explicit, named verification occurs across every stage.

GRACI™ Framework vs. Static GRC Tools

FeatureStatic GRC / Spreadsheet RACIGRACI™ / Ciph Lab
LocationLives in a spreadsheet, separate from the workAttaches directly to the live document, file, or deployment
TimingReviewed after the fact by compliance teamsFlags missing roles live, before sign-off occurs
VerificationBlurs tool approval with output verificationKeeps Governance (G) and Verification (V) explicitly named & distinct
EnforcementRelies on manual memory and email trailsEnforces live requirements before work can advance

High-Liability Workflows.

We deploy first where legal spend and operational risk collide hardest: Intellectual Property (IP).

Policy Documents
Maintain firm-wide policy with an immutable record of who approved each revision.
Client Files
Maintain a complete chain of custody across internal teams and outside law firm handoffs.
AI Tool Usage
Explicitly name who governs each tool and who verifies its output before that output enters a live document or decision.
Juanita Alvarez
Juanita Alvarez
Founder & CEO, Ciph Lab

"I didn't study this market from the outside — I lived it from the inside."

500+
IP portfolios managedRopes & Gray spinoff, clients incl. Google
$10M+
Outside counsel spend managed10 firms, Amazon Lab126
70%
Contract cycle time cutOkta

UC Berkeley BASIS AI Safety Fellow
Authored Figma's DSA Transparency Report
Speaker, AI in Legal Summit
Privacy & Compliance, Apple

Meet the full team →

Help Shape
What Ships Next.

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.

One Protocol.
Structural Opportunity.

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.