An applied AI research and product studio

We build the infrastructure that lets enterprises trust autonomous systems.

CogNEXUS Labs ships governance infrastructure for agents that touch money, customers, and contracts. Our flagship product, ArtzAIn, is the model-agnostic agent control plane. Everything we build starts from the same question: what would it take for Legal to say yes?

184ms
policy check, pre-flight

Median end-to-end resolution: the policy bundle is evaluated, context assembled, and the specialist agents vote before the action is allowed to run. Fast enough to sit inline in a transaction path.

VPC
deployed in your perimeter

The control plane runs inside your own cloud account, integrated with your IdP for identity, secrets, and access. Your data never crosses the boundary — we never hold it.

Ed25519
sealed audit chain

Every decision becomes a signed leaf in a hash-chained ledger — policy applied, context retrieved, verdict, actor. Tamper-evident by construction, so an auditor can verify the record without trusting us.

Our mission

Permission is the unlock.

“Permission is the unlock. Speed, cost, revenue, and scale all follow.” — Jean de Rubens, Co-Founder, CEO / CTO

Agents cleared the capability bar years before they cleared the accountability bar. Across the Fortune 1000, they pass proof-of-concept and stall at the trust boundary — because Compliance, Security, and Finance have never been handed an enforceable policy layer, a verifiable audit trail, or context grounded in the company's own rules.

We build that missing layer. Every action checked against policy before it runs — not audited after the damage. Every decision signed into a tamper-evident ledger and answerable to any auditor later.

We govern the action, never the model. That's what makes the work durable: the control plane sits in front of any vendor, any framework, any in-house agent your teams build next.

  • Governance is a runtime problem, not a documentation exercise
  • Proof beats logs — receipts an auditor and a court will accept
  • Your data stays inside your perimeter, always

Coming soon

What we're building next.

Capabilities proven inside the platform, extracted and shipped standalone — same discipline, narrower job.

AIRecommender

In development

Propensity scoring, customer-health monitoring, and report delivery — extracted from the platform as a standalone product. It scores accounts, watches health bands for drops, opens a customer-success ticket when one slips, and delivers the PDF to Drive and inbox.

scoring
Propensity models with a cached catalog per account
monitoring
Customer-health bands with drop alerts and tickets
delivery
PDF report → Google Drive → email pipeline
integration
Injectable CRM, mailbox, Drive, and DB adapters

Standalone, or governed

AIRecommender ships its own prediction port, so it runs on its own or behind ArtzAIn. Bind it and the outward actions — the ticket, the email, the Drive upload — go through a policy check and land in the ledger.

airecommender doctor
airecommender score-health --user-id 1
airecommender deliver-report --report-id \
  deal_velocity --email ops@example.com

Want early access? Tell us what you'd use it for.

Who's building this

Built by people who know AI, enterprise, and the work of saying yes.

JR

Jean de Rubens

Co-Founder, CEO / CTO

Spent two decades in enterprise partnerships at Microsoft learning what it takes for Legal and Compliance to say yes to a new system. Founder roles at qUbit Corporation (FinTech/blockchain) and pointgrow followed. MIT Professional Education credentialed in Applied Agentic AI; Prosci change-management certified. Bilingual EN/ES. Leads product vision, engineering strategy, enterprise relationships, and the seed raise.

AP

Adam Pearson

Co-Founder & Chief Value Officer

Eleven years across consulting and early-stage companies, translating what operators need into what Legal will accept. Owns product vision, user-acquisition strategy, and early business development as the first enterprise pilots onboard and prepare to scale.

Show us the workflow compliance keeps blocking.

Enterprise pilots run on ArtzAIn — your data, your policies, inside your VPC. Early access to AIRecommender goes out the same way.