Your AI Won't Fail
on the Technology.
It'll Fail on the Infrastructure Around It.
We build the internal systems your AI tools need to actually work — policies, workflows, decision rights, and compliance documentation embedded into how your team already operates.
Mid-size companies are burning budget on AI pilots that stall — and quietly accumulating compliance exposure they don't know about. The solution isn't faster consulting. It's systematic infrastructure. We diagnose what's blocking you before you spend another dollar, then build the governance layer that makes AI work for real.
State AI Laws Are in Effect Now
and Most Growing Companies Have No Infrastructure to Handle Them
While federal AI legislation works through Congress, Colorado, California, and New York have already enacted AI compliance obligations that apply to companies your size — today. Operating across multiple states means you're effectively bound by the most restrictive ones, regardless of where you're headquartered.
Growing Companies Are Hit Hardest When AI Projects Fail
The Root Causes
Aren't Technical
Companies buy AI tools, launch pilots, then discover data policies block access, approvals create six-week delays, and Legal and Engineering have incompatible definitions of "safe AI."
Fixing gaps after buying tools costs 10x more than diagnosing them first.
Intelligence Resources™: The Operating Layer
Your Company Is Missing
Most companies assign AI governance to whoever has capacity — Legal, IT, a VP who already has a full-time job. That's how governance loses every single time. Intelligence Resources™ is an independent function with no competing mandate, built to coordinate AI readiness, governance, and compliance across every team simultaneously.
We build — or stand up alongside you — a dedicated function that owns AI decisions inside your organization. It sits across Legal, Engineering, and Product with no competing agenda: documenting decision rights, resolving cross-team conflicts, and turning compliance requirements into workflows your teams will actually follow.
Intelligence Resources™ operates not inside Legal, Risk, or Product — but as an independent peer function coordinating across all of them. IR has no structural bias. It makes doing the right thing the structurally easiest thing.
From scattered ownership and ad hoc oversight to a stable operational baseline for responsible AI. That's the work most companies skip, and why everything after it succeeds or fails.
Diagnose First
Identify what's blocking your AI adoption before spending another dollar — data policies, workflow gaps, compliance exposure — mapped for your specific structure and states.
Build the Infrastructure
Turn governance principles into workflows embedded in tools your teams already use. Oversight becomes part of operations — not a document nobody opens.
Scale With Confidence
Deploy AI that stays aligned with your risk posture and regulatory environment — compliance as a natural byproduct, not a scramble when something goes wrong.
Start Free,
Go as Deep as You Need.
AI Intelligence Score™ + Verified Readiness Badge
A 10-minute diagnostic revealing whether your organization is structurally ready to deploy AI — and issuing a verified credential that shows you did the work to find out.
- ✓Governance Gaps: Whether AI decisions are actually being made — or just deferred indefinitely
- ✓Operational Reality: Whether your workflows and data systems can realistically support deployment
- ✓Alignment Check: Whether Legal, Engineering, and Leadership agree on what "safe AI" means
- ✓Compliance Readiness: Whether your governance infrastructure is capable of meeting AI compliance requirements — state-specific exposure mapped in Tier 1
- ✓Verified Badge: A shareable credential showing where you stand — issued by Ciph Lab®, not self-reported
A scored readiness report (0–100) with your placement in one of three verified stages — Foundations, In Progress, or Well-Aligned — across governance, operations, and alignment. Includes a shareable badge and one clear recommended next action. Delivered within 24 hours.
Earn Your Free Badge →After Tier 0, We Go Deeper
Full analysis across seven governance pillars mapped to your state compliance exposure, with a prioritized 3–6 month implementation roadmap.
Hands-on build of your IR™ function: governance workflows embedded in existing tools, decision rights documented, cross-functional protocols your teams will actually follow.
SaaS governance platform with intake routing, oversight workflows, and compliance-grade audit trails — built to scale as your company and regulatory landscape grow.
We build capacity inside your organization — not dependency on ours.
Every engagement ends with your team owning the infrastructure — not dependent on our firm. Incorporated as a Delaware PBC — your governance capacity is our public mission.
Every Organization Gets a Badge.
The Stage Is the Starting Point.
Ciph Lab® issues a verified readiness badge based on your diagnostic results — not your self-report. All three stages are shareable credentials. The badge signals you did the work to know where you stand.
Governance and operational infrastructure needs to be established before deployment. You've identified the gaps — that's the work most companies skip entirely.
Meaningful foundations exist but key governance or alignment gaps remain. You're building the right infrastructure — closing those gaps is the next move.
Governance, operations, and alignment are structurally sound. Your organization has built the infrastructure to deploy AI responsibly — and can prove it.
When you receive your badge, we include a ready-to-post LinkedIn template matched to your stage. Every share puts Ciph Lab® in front of your network — and signals to investors, customers, and regulators that your organization is taking AI governance seriously.
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Why I Built Ciph Lab®
I founded Ciph Lab® after watching the same pattern repeat: organizations deploy AI, then realize too late they weren't structurally ready.
My background is 13+ years of legal ops infrastructure where a 0.1% error rate in the foundation creates 100% failure at scale. Strong technical teams still fail — not because of the technology, but because data policies, approval workflows, and cross-functional alignment weren't built to support it.
What kills AI projects isn't picking the wrong model — it's deploying before checking if your organization is ready.
"AI innovation has outpaced organizational readiness — and the solution isn't faster consulting. It's systematic infrastructure."
Background & Credentials
- 🎓2026 AI Safety Policy Fellow, UC Berkeley — Top 10% of applicants globally, advancing AI safety policy at the frontier of technology governance
- 🎤Featured Speaker, TechSommet Virtual Summit — AI in Legal (Feb 2026) — Presented alongside legal ops leaders from Mitratech, WeightWatchers, HSBC, and CB Insights on transforming legal operations with AI
- ·Built AI governance policies and frameworks at Fortune 500 tech companies
- ·13+ years managing infrastructure in zero-defect cultures at Big Law and Big Tech
- ·Managed ~1,400+ global patent filings across 10+ outside counsel firms
- ·B.S. Legal Studies, Graduate Certificate in Business Administration (UC Berkeley), MBA Candidate
Companies that scale successfully don't retrofit compliance after deployment — they architect it into the foundation from the start. That's what Intelligence Resources™ does for AI.
Earn Your AI Readiness Badge™
Find out where your organization stands — and receive a verified credential you can share with your board, investors, and LinkedIn network. Score + badge in 24 hours.
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