Ciph Lab® — AI Governance Infrastructure
Operationalizing AI Safety & Governance for Public Benefit
AI Governance Infrastructure + Operator Training

AI governance fails
when nobody owns it.

Most organizations have the AI tools. They don't have the governance layer — or the operator running it. Ciph Lab builds the infrastructure. The IR™ AI Governance Operator Certificate trains the operators who run it. Both are available now.

Enroll in IR™ AI Governance Operator Certificate — $497 → Run Phase 0 — Free
UC Berkeley AI Safety Policy Fellow
Delaware PBC
Series A–C · PE-backed · Enterprise
The structural gap IR™ closes
2 of 3
People doing "AI governance" in enterprise hold a JD. They wrote the policy. Nobody built the infrastructure to run it.
  • Lawyers write governance documents. Operators run governance systems.
  • The person actually doing that work has no title for it
  • IR™ AI Governance Operator Certificate names the role
  • No JD required. Operational experience is the prerequisite.
Juanita Alvarez · Founder & CEO, Ciph Lab

Trusted for 13+ years of legal operations and AI governance inside Fortune 500 technology organizations. Recent highlights:

📋
Authored Figma's DSA Transparency Report
Public regulatory filing, February 2026. Enterprise-scale compliance documentation.
🎓
UC Berkeley BASIS AI Safety Policy Fellow
Selected from the top 10% of global applicants. Advancing AI safety policy at the frontier.
🎤
Featured in EnterpriseDB AI Data Press
Recognized for HITL AI governance. Speaker, AI in Legal Summit, Feb 2026.
Upcoming Event Sat, Jun 27 · 1–3 PM Jupiter · Berkeley, CA
Berkeley AI Founders & Builders Meetup
A casual in-person gathering for AI founders, builders, operators, and researchers in the Bay Area. Hosted by Juanita Alvarez.
Register on Luma →
The Data

The AI Governance
Execution Crisis.

57%
of corporate AI governance functions were handed to existing Legal and Privacy teams — departments staffed by JDs with no operational AI experience.
// IAPP Organizational Governance Report
2 of 3
organizations deploy AI without the operational structures, automated gates, or technical controls to manage the risk — despite having a formal policy on paper.
// CallMiner Enterprise AI Risk Report
80%+
of workers — including 90% of security and dev professionals — use unapproved, unmonitored AI tools at work because the policy lives in a document, not in the code.
// UpGuard Shadow AI Research
The Locked Room

A Legal Echo Chamber
With an Empty Chair.

The crisis is not that developers are locked out. The crisis is that the AI governance room itself is a legal echo chamber. Everyone holding a seat holds a JD. Nobody holds operational experience. The empty chair belongs to a non-JD specialist who actually builds the controls, metrics, and gates that make governance real.

The AI Governance Boardroom
Seat 1Chief Legal Officer (JD)
Seat 2VP of Data Privacy / Compliance (JD)
Seat 3Outside AI Policy Counsel (JD)
Empty ChairThe AI Governance Operator — the non-JD specialist who builds the operational controls, metrics, and automated gates.
The lawyers know how to write the rules. They don't know how to track API data egress, configure model registries, or design automated software blocks. So they throw static text policies over the wall — and developers under pressure to ship code route right around them.
How Operators Fill the Chair
Bridge to IT & Engineering
Operators work directly with IT and DevOps to deploy live infrastructure — automated ingestion gates, runtime breakers — so engineering velocity doesn't bypass corporate safety.
Blueprint for Legal
Operators take the compliance risks identified by JDs and translate them into quantifiable metrics, live risk registries, and audit trails that can pass a regulatory review.
Cure for Pilot Purgatory
By sitting at the cross-functional center, Operators stop the $15–25M burn rate on failed AI pilots by ensuring the organization is structurally ready before deployment.
The Missing Link

The AI Governance Room:
Paper vs. Execution.

The Status Quo
The Legal Monopoly — The JD
The PersonaCorporate Attorneys, Privacy Counsel, Risk Managers
The FocusLegal risk, regulatory text, and cross-functional liability.
The Primary OutputA 40-page static PDF compliance playbook.
Owns the title and sits in the room, but cannot technically configure or audit the running AI systems.
The Missing Link
The Execution Track — The IR™ Operator
The PersonaSystems Architects, Data Ops Specialists, Infrastructure Leads (Non-JDs)
The FocusTranslating policy into automated enterprise infrastructure and runtime controls.
The Primary OutputLive risk registries, automated intake gates, and human-in-the-loop triggers.
Currently locked out of the room. IR™ AI Governance Operator Certificate fixes this structural vacancy.
Now Enrolling · Cohort 1 — October 2026

The First Certificate for
AI Governance Operators.

If you've been building AI governance infrastructure without a title that matches what you do — the IR™ AI Governance Operator Certificate is for you. Not a JD. Not a compliance cert. The operational framework, built from field evidence, for the operators who actually deploy governance.

  • →4 weeks, fully remote — two live sessions, two async modules
  • →Built on the Phase 0 framework and GRACI™ matrix
  • →No JD required — experience is the prerequisite
  • →Cohort 1 taught personally by Juanita Alvarez
  • →IR™ AI Governance Operator Certificate issued on completion
Enroll in Cohort 1 — $497 → See full curriculum
Juanita Alvarez
Juanita Alvarez
Founder & Cohort 1 Instructor
🐻 Berkeley Fellow · BA Cert
Dr. Jessica Staddon
Dr. Jessica Staddon
Principal Advisor, AI Safety & Security · PhD Mathematics · 9,000+ citations
🐻 UC Berkeley PhD
IR™ AI Governance Operator Certificate · Cohort 1 · October 2026
$497
One-time · Full program + certificate
↑ Cohort 2 price: $997 — lock in now
  • ✓Week 1 live orientation (Oct 6)
  • ✓Week 2 async video module + discussion
  • ✓Week 3 async video module + discussion
  • ✓Week 4 live wrap-up + Q&A (Oct 27)
  • ✓Capstone slide deck reviewed by Juanita Alvarez
  • ✓IR™ AI Governance Operator Certificate issued on completion
  • ✓Direct Juanita access throughout
Enroll in IR™ AI Governance Operator Certificate →
Enrollment closes Sept 26, 2026
What We Build

Three Products.
One Mission.

Ciph Lab builds the governance infrastructure enterprises need to deploy AI responsibly — before, during, and after.

01 · Available Now
⚙️
Phase 0 Pre-Deployment Diagnostic

Maps your governance gaps before any AI tool goes live — identity architecture, access controls, decision rights. Free. Under 10 minutes.

Take Phase 0 →
02 · Built · Launching Soon
📊
Access Tax™

Quantifies what poor AI access architecture is costing your organization — idle shelfware, provisioning friction, opportunity cost. Use it before investing to build the business case, or after to audit what has already been lost.

Learn about Access Tax™ →
03 · Coming Soon
🏗️
Intelligence Resources™ Platform

The operational layer that runs AI governance across the full lifecycle — automating the IR™ function from intake to audit, continuously, across Legal, Engineering, and Product.

Explore IR™ →
Juanita Alvarez
Juanita Alvarez
Founder & CEO
🐻 UC Berkeley Alum
  • 🎓UC Berkeley BASIS AI Safety Policy Fellow, 2026
  • ✓Certificate, Business Administration · UC Berkeley 🐻 Cal
  • ✓MBA Candidate · Univ. of the People (Oct 2026)
  • ✓B.S. Legal Studies, magna cum laude · FGCU
  • 🎤Featured Speaker · AI in Legal Summit · Feb 2026
  • ✓13+ years in legal ops at Fortune 500 tech
Why I Built Ciph Lab®

The layer nobody owned
is the layer everything depends on.

My background is 13+ years of legal operations and governance infrastructure inside Fortune 500 technology organizations — Apple, Amazon, Figma. What I watched happen at scale, over and over: the AI tool got bought. The pilot got launched. Then it stalled.

Not because the model was wrong. Identity infrastructure not ready. Decision rights unmapped. Compliance docs missing. Nobody owned the layer before deployment began.

That gap is what Ciph Lab closes. Phase 0 surfaces it. IR™ builds the infrastructure to fill it. Access Tax™ puts a dollar figure on what it's costing you. The IR™ AI Governance Operator Certificate trains the operators who run it — because the layer needs people who own it, not attorneys who inherited it.

CFO Track · Coming Soon

Access Tax™
launches soon.

Early access users help shape the product and get the dollar figure to defend the AI investment before the waitlist fills.

No spam. Used only to notify you.