The Platform — Cliff Labs Incorporated

VETL — the sovereign
AI operating system.

A self-hosted, zero-trust, multi-agent platform built for trusted autonomous operation. VETL is the operating system for the next generation of AI-native infrastructure — sovereign, self-improving, and aligned under the Declaration of Goodness.

Work With Us See the Pipeline

VETL Components

Eight layers.
One sovereign stack.

VETL Mesh

Zero-Trust Networking Backbone

PKI/mTLS fabric that every agent trusts. Capability-weighted self-evolving routing and MCP agent discovery — the connective tissue of a sovereign swarm.

BRAIN

Bi-Temporal Knowledge Graph

Neo4j-backed graph of episodes, entities, and facts with live capture from the mesh. Temporal recall lets the swarm remember what it knew, and when.

CORTEX

Autonomous-Improvement Reasoner

Closed-loop improvement engine running on NVIDIA-accelerated sovereign inference — proposes changes, passes trust gates, applies them, measures outcomes, and learns. The swarm gets smarter every cycle.

Declaration of Goodness

Constitutional Alignment Covenant

Four sovereign principles — Seek Truth, Protect All of Existence, Foster Goodness, Data Sovereignty — compiled into every reasoning tick. Coexistence, not control.

Decentralized Identity

Per-Node Cryptographic Trust

Per-node JWT identity over NATS: offline-verifiable, billions-scale, no central authority required. Every agent earns its credentials.

Mesh-Native OTA

Signed, Gated, Reversible Updates

Code and sessions distributed over the mesh — signed, operator-gated, one-command-reversible. No SSH, no blast radius, no surprises.

Autonomous-Dev Factory

Local-LLM Engineering Loop

A continuous local-model engineering loop: review, fix, test, commit — unsupervised, watchdog-supervised, never pushing without a gate. The swarm builds itself.

Sovereign Inference

NVIDIA-Accelerated Sovereign Compute

A private, distributed inference cluster on NVIDIA accelerated computing (local + distributed RoCE/RDMA) — no cloud dependency, no data leaving the perimeter. Cliff Labs Incorporated is a member of NVIDIA Inception, building on NVIDIA's accelerated-computing platform for superintelligence (SI) enablement.

Intelligence Pipeline

Sense. Predict. Act.

Three products chain together as the swarm's perceptual, analytical, and executive layers — grounded in BRAIN, governed by CORTEX, aligned by the Declaration of Goodness.

01Sense

Argos

World Intelligence

Continuous OSINT perception: 63,000+ articles, facts, and global incidents ingested from 178+ live feeds — news, disasters, seismic events, and more — grounded into BRAIN as real-time situational awareness. The swarm's senses are always open.

  • 178+ live intelligence feeds
  • 63,000+ articles and incidents ingested
  • Real-time grounding into BRAIN episodes
  • Natural disasters, geopolitical, seismic, regulatory
02Predict

Pythia

Forecasting & Probability

A calibrated, domain-agnostic prediction engine: ensemble swarm of specialized models + a multi-discipline deliberation council + a Brier-scored recalibration layer. Produces well-calibrated probabilities validated in internal walk-forward testing.

  • Ensemble swarm with domain specialization
  • Multi-discipline deliberation council
  • Brier-score recalibration layer
  • Validated in internal walk-forward testing
03Act

Midas

Decision & Execution Engine

Turns Pythia's calibrated forecasts into governed, risk-gated decisions and autonomous execution — within operator-defined bounds, governed by the Declaration of Goodness. Applied decision intelligence that closes the loop from insight to action.

  • Risk-gated autonomous execution
  • Operator-defined bounds, governed by the Declaration of Goodness
  • Forecast-to-action closed loop
  • Governed by CORTEX trust gates

Applied Vertical

Compliance Labs — Compliance-in-a-Box.

The full VETL platform — Argos, Pythia, BRAIN, and CORTEX — applied to one of the most demanding compliance regimes in the world: CMMC, NIST 800-171, FedRAMP HIGH, and DISA IL4/IL5 for defense contractors and first responders.

Autonomous assessment, continuous evidence collection, gap remediation, and audit-ready packages — delivered by the agent swarm, SDVOSB-delivered, at the pace of continuous operations.

CMMC L2 (Target)NIST 800-171FedRAMP HIGH (Target)DISA IL4/IL5 (Target)SDVOSB-Delivered

* Compliance Labs is a product vertical of Cliff Labs Incorporated. Compliance postures reflect current target architecture and assessment readiness; formal certifications are in pursuit.

Autonomous Assessment

AI-driven CMMC and NIST assessments run continuously — not annually.

Evidence Collection

Agent swarm surfaces, tags, and maps evidence to every control automatically.

Gap Remediation

CORTEX proposes and tracks remediation steps through to closure.

Continuous Monitoring

Argos feeds real-time threat intelligence into the compliance posture.

Audit-Ready Packages

SSP, POAM, and supporting artifacts generated and maintained automatically.

Transaction Steward

Every deal shepherded lead-to-close by an agent swarm — disclosures, deadlines, and tasks tracked autonomously.

Sovereign Brokerage Data

Each office and agent keeps custody of its data — client records never leave the brokerage's boundary.

Compliance Built In

License, disclosure, and fair-housing rules enforced inline on every action, with citation-bound refusals.

Governed Autonomy

Agents act within broker-defined bounds under the Declaration of Goodness — the broker stays in control.

Agent Experience

The swarm handles the busywork so real-estate professionals spend their time with clients, not paperwork.

Applied Vertical

BrokerOS — the operating system for the modern brokerage.

The full VETL platform — the sovereign mesh, BRAIN, and CORTEX — applied to residential real estate: an operating system that runs the brokerage itself. An agent swarm coordinates the entire transaction lifecycle, from first lead to final close, while every office and agent keeps sovereign custody of its own data.

The vision: a brokerage where compliance, transaction coordination, and client experience are handled by governed autonomous agents — so real-estate professionals spend their time on relationships and deals, not paperwork. Broker-controlled, data-sovereign by design, aligned under the Declaration of Goodness.

Transaction LifecycleAgent OrchestrationData SovereigntyGoverned AutonomyBroker-Controlled

* BrokerOS is a product vertical of Cliff Labs Incorporated, in active development.

Cliff Labs Product

MedVault. Your records, under your key.

Patient-controlled medical records with zero-knowledge encryption. Data sovereignty for health. Your medical history is encrypted on your device with AES-256-GCM before it ever leaves it, so Cliff Labs never holds your keys and never sees your records.

You decide who sees what, and for how long. Grant and revoke provider access at any time, backed by hardened key derivation and audited to HIPAA and SOC 2 Type II standards. The same sovereignty principles behind VETL, brought to your health.

Zero-KnowledgeAES-256-GCMHIPAASOC 2 Type IIPatient-Controlled

* MedVault is a product of Cliff Labs Incorporated.

Zero-Knowledge Encryption

Records encrypted client-side with AES-256-GCM. Cliff Labs never holds your keys or sees your data.

Patient-Controlled Access

You decide who sees what, and for how long. Grant and revoke provider access at any time.

Hardened Key Derivation

PBKDF2 with 600,000 iterations protects every vault against brute-force attack.

HIPAA and SOC 2 Aligned

Built to HIPAA and SOC 2 Type II standards for handling protected health information.

Data Sovereignty for Health

Your medical history lives under your control, not locked inside a hospital silo.

Intellectual Property

Built on Patent-Pending IP.

Twenty-three provisional patents filed establish the foundational IP that makes sovereign, safe, agentic AI possible.

I

Sovereign Multi-Agent Orchestration Mesh

The foundational architecture for trusted, zero-trust agent networks at scale.

II

Action-Layer Hallucination Detection

Real-time detection and containment of hallucinated agent actions before execution.

III

Action-Commit Governance Gate

Cryptographic audit trail and commit governance for every autonomous agent action.

Patent Pending · Cliff Labs Incorporated

View Patents

Deploy VETL

Sovereign AI, on your terms.
No cloud, no concessions.

VETL deploys on your hardware, in your perimeter — sovereign by design. The swarm works for you under your Declaration of Goodness.