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CORTEX OS — Orchestrate AI at Scale
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CORTEX OS

1,080 agents · 17 planetary clusters · 1,020 virtual roles · Zero vendor lock-in

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Security Hardened Air-Gap Ready Provider-Agnostic Zer0 Orchestration Egress Rigorously Audited
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The Problem

Multi-Agent AI Is Broken

Enterprises adopting AI agent fleets face three critical barriers that existing frameworks can't solve.

01

Runaway Costs

No mathematical controls on agent activation or API spend. Every new agent multiplies cost unpredictably. Budget overruns are discovered after the fact.

See solution below
02

Vendor Lock-in

Most frameworks couple provider selection to application logic. Swapping providers per-agent at runtime — without config changes — requires an explicit adapter layer.

See solution below
03

Flat Doesn't Scale

Unstructured agent architectures face exponential coordination overhead as they scale. Without hierarchy, there's no delegation, no accountability, no organizational structure.

See solution below
The Platform

Everything You Need to Orchestrate AI at Scale

Nine core capabilities that turn agent chaos into coordinated execution.

Mathematical Cost Control

Proprietary activation models enforce per-layer budget ceilings with provable guarantees. Not soft caps — built into agent activation logic.

Solves: Runaway Costs

Provider-Agnostic Architecture

Standardized adapter interface with 8 provider adapters including Claude CLI, OpenAI, Gemini, Ollama, OpenRouter, Aider, OpenCode, and Custom — all with real API integration. Assign different models to different agent layers.

Solves: Vendor Lock-in

Hierarchical Agent Teams

Multi-layer hierarchy from strategic command to volume execution. Weighted routing enforces communication channels — preventing chaos at scale.

Solves: Flat Topologies

Self-Healing Services

Background services continuously monitor all agents. Automatic restarts with adaptive recovery, context preservation, and zero-downtime operation.

Persistent Message Bus

Enterprise-grade message persistence with routing intelligence, full audit trails, and loop detection. No in-memory message loss.

Adaptive Trust Scoring

Agent reputation built from task outcomes. High-trust agents get more autonomy; underperformers are flagged and re-evaluated automatically.

Human-in-the-Loop Governance

Subject matter experts act as governance checkpoints with structured escalation, quorum-based approvals, and immutable audit trails. The hierarchy terminates at humans, not machines.

Plexus Cross-Cluster Routing

Agents across different domain clusters communicate via the Plexus Nucleus — a cross-cluster message router with weighted routing, TTL enforcement, and classification-based delivery.

Cosmos Exclusive

Zamzam Zero-Hallucination

Every piece of agent-generated knowledge passes through a purification pipeline. Only verified, high-confidence knowledge is promoted to golden ground truth. Failed retrievals retry with bounded backoff.

Cosmos Exclusive
Use Cases

Built for Regulated, High-Stakes Environments

CORTEX OS is designed for organizations where security, cost governance, and compliance aren't optional.

Defense & Intelligence

Architecture designed for air-gapped operation with local inference via Ollama, comprehensive audit trails, and zero external connectivity requirements for the orchestration layer.

Air-Gapped Local Inference Audit Trail Restricted Environments

Financial Services & Controlling

A dedicated finance cluster with anti-bias detection, expert governance checkpoints, and a Generative UI surface layer. Academic-backed controlling methodology with immutable decision audit trails.

Anti-Bias Detection Expert Governance Generative UI Audit-Ready

Healthcare & Pharma

Zero data egress architecture with complete infrastructure isolation. Patient information never leaves your environment — all orchestration runs locally.

Zero Egress Data Isolation Local Orchestration

Engineering & R&D

CI/CD-integrated agent teams that self-heal and scale. Multi-provider support lets you optimize for speed, cost, or capability per task type.

CI/CD Integration Self-Healing Multi-Provider
Architecture

Planet Clusters, Not Flat Chaos

CORTEX OS organizes agents into specialized planet clusters — each domain has its own hierarchy, knowledge base, and expert governance. Scale from one cluster to seventeen.

NUCLEUS

PLEXUS

Mercury
Venus
Earth
Mars
Jupiter
Saturn
Uranus
Neptune
Pluto
Ceres
Eris
Orion
Makemake
Haumea
Sedna
Quaoar
Orcus

Why planet clusters matter

Flat agent networks face exponential coordination overhead — every agent talks to every other agent. CORTEX OS groups agents into domain-specialized planet clusters, each with its own hierarchy, knowledge base, and expert governance. The Plexus Nucleus routes cross-cluster communication with weighted routing and classification-based delivery. Agents dynamically switch between five chameleon roles — Observer, Analyst, Executor, Reviewer, Synthesizer — based on workload.

Mathematical budget enforcement — 1,080 agents across 17 planet clusters
The Six Principles

Governed by Axioms, Not Ad-Hoc Design

CORTEX OS's architecture is derived from six structural principles — each governing a specific dimension of the system. Every layer, budget, route, recovery mechanism, and ground truth traces back to one of these axioms.

Tabaqat — The Layers

Strict separation across 6 hierarchical layers. Each with defined role, boundary, and authority. Workers cannot message the Core directly — the hierarchy is structural, not advisory.

Layers · Routing · Authority

Awtad — The Anchors

Immutable stability points that prevent cascade failure. Continuous health monitoring, automatic recovery, and trust scoring anchor the system under stress.

Stability · Recovery · Trust

Falak — The Orbits

Each agent operates in its own isolated orbit. No coupling, no collision. Communication flows exclusively through the persistent message bus — independence by design.

Isolation · Sandboxing · Persistence

Mizan — The Balance

Nothing in excess, nothing in deficit. Budget enforcement and 4-level pressure response self-correct when the system becomes imbalanced. Agents only activate when workload justifies the cost.

Balance · Cost Control · Activation

Ma' — The Water

Data is the lifeblood. Knowledge flows through the message bus, accumulates in the brain's knowledge base, and cycles back through auto-learning. Without data flow, agents are inert.

Knowledge · Learning · Adaptation

Zamzam — The Well

Data containment and purification. The append-only event store collects all system events. Knowledge passes zero-trust purification to become golden ground truth. Failed tasks retry with bounded backoff.

Ground Truth · Verification · Immutability

Human-Centric — AI Serves, Never Rules

Every action chain in CORTEX OS terminates at a human decision. Agents cannot autonomously set goals without human approval. Data is treated as sacred trust — credentials isolated, logs sanitized, queries parameterized. The system is built to enhance human capability, not replace human judgment. No manipulation, no deception, no resource hoarding.

By the Numbers

Results That Matter

1,080
Agents — 60 Core + 17 × 60 Planetary
17
Planetary Clusters — Domain Expertise
1,020
Virtual Roles — 17 Clusters × 60 Each
10
Background Daemons — Event-Driven Architecture
Zer0
Orchestration Egress — Your Data Never Leaves
Security

Hardened by Design, Not Bolted On

Every layer of CORTEX OS is hardened against common vulnerability classes by design — verified through rigorous internal security auditing.

SQL Injection Prevention

All database queries use parameterized variables. No string concatenation, no interpolation — eliminating the #1 web vulnerability class entirely.

Parameterized queries with typed variable binding

Command Injection Prevention

All external inputs are sanitized before shell execution. Control characters, metacharacters, and escape sequences are stripped at the boundary.

Input sanitization with metacharacter stripping

Credential Isolation

All secrets and credentials are stored with restricted file permissions, excluded from version control, and never logged or transmitted.

Restricted permissions + VCS exclusion + log sanitization

Defense in Depth

Multiple overlapping security layers: rate limiting on message dispatch, path traversal prevention, input validation, and comprehensive log sanitization.

Rate limiting + path validation + log sanitization
Security-First Architecture
SQL injection prevention, credential isolation, log sanitization, rate limiting, path traversal protection — all built in from day one. Request a security walkthrough
Provenance

Bitcoin-Anchored IP Protection

Every major release is cryptographically timestamped on the Bitcoin blockchain via OpenTimestamps — providing irrefutable, court-admissible proof of authorship.

First Heartbeat — 2026-03-04 Latest
SHA256 (first_heartbeat.txt) 96945cbb3975088ffe81b319a7571157c2f6f08b0595666b1f831c1815501b6d
17 clusters online 1,080 agents active 0 egress
Block #939105
2026-03-04 ~16:18 UTC
CONFIRMED
Verify on Blockstream Explorer
Architecture Release — 2026-02-28
Git Commit 3edf0c3e00b68006d3922b717024028ea5fd087d
Block #938640
2026-02-28 09:53 UTC
CONFIRMED
Block #938658
2026-02-28 13:40 UTC
CONFIRMED
Block #938676
2026-02-28 16:19 UTC
CONFIRMED
Verify on Blockstream Explorer
All OTS Proofs on GitHub (dz31ry/ots-proofs)
SHA-256 Hash → OpenTimestamps → Bitcoin Block

Each release is cryptographically hashed and anchored into the Bitcoin blockchain via OpenTimestamps calendar servers. The source code never leaves our infrastructure — only the 32-byte hash is submitted. All .ots proof files are published to github.com/dz31ry/ots-proofs for independent verification.

Pricing

One Platform, Custom Pricing

CORTEX OS is a single product — every deployment includes the full platform. Pricing is based on scale and support requirements.

CORTEX OS
Full platform. No feature gating. Every capability included from day one.
  • 1,080 agents across 17 planetary clusters with 1,020 virtual roles and Plexus routing
  • Mathematical cost bounds
  • Self-healing services
  • Enterprise-grade persistent message bus
  • Adaptive trust scoring
  • Security hardening & audit trails
  • Air-gap ready architecture
  • Provider-agnostic adapter interface
Request Demo

Custom pricing based on deployment scale and support needs

Hardware

Recommended Hardware

CORTEX OS runs on any infrastructure, but these setups are what we use and recommend for a secure, sovereign deployment.

Security Keys — Minimum requirement

We strongly recommend at least two Nitrokeys. One as your primary key for secure terminal access; the second stored safely as a backup. Hardware-backed authentication prevents credential theft at the hardware level.

Nitrokey — open-source, tamper-resistant

Smartphones — Mobile access

For maximum security on the go, we recommend a Nitrophone or any Google Pixel running GrapheneOS. Both eliminate proprietary OS telemetry and give you hardened process isolation for secure terminal sessions.

GrapheneOS — hardened Android, verified boot

Laptops — Any device with a terminal

Any laptop that can run a terminal smoothly works. Our top recommendations: Apple M-series paired with Fedora Linux via Nitrokey-secured access, or privacy-first NitroPad and Framework laptops for an open-source hardware stack.

Apple M-series · NitroPad · Framework

Operating Systems — Your choice

CORTEX OS's orchestration layer runs on any OS that supports Docker. Fedora Linux is our primary recommendation. macOS and Windows are fully supported and work seamlessly out of the box.

Fedora · macOS · Windows — all supported
FAQ

Frequently Asked Questions

What hardware do you recommend for running CORTEX OS?+
CORTEX OS runs on any machine that supports a terminal — no specialised hardware required. For maximum security we recommend: Nitrokeys (minimum two — one active, one backup) for hardware-backed authentication; a Nitrophone or Google Pixel with GrapheneOS for secure mobile access; and an Apple M-series, NitroPad, or Framework laptop for your workstation. Supported operating systems include Fedora Linux (primary recommendation), macOS, and Windows — all work out of the box.
Can I use my own AI models?+
Yes. CORTEX OS ships with 8 provider adapters — Claude CLI, OpenAI, Gemini, Ollama, OpenRouter, Aider, OpenCode, and Custom — all with real API integration. You can assign different models to different agent layers — premium models for strategic decisions, cost-efficient models for volume work. Adding a new provider requires implementing a single adapter interface.
What does "mathematical cost control" actually mean?+
CORTEX OS uses proprietary activation and budget-enforcement models that mathematically enforce per-layer spending limits. This isn't soft caps or after-the-fact monitoring — it's built into the agent activation logic itself. Before an agent activates, the system verifies budget availability and reserves the allocation.
Does CORTEX OS require internet access?+
CORTEX OS's orchestration layer — message routing, self-healing, monitoring, and all daemons — runs entirely on your infrastructure with zero external connectivity. Full air-gapped operation is supported via the included Ollama adapter for local inference. This architecture is designed for classified and other restricted environments.
How long does deployment take?+
Initial deployment takes hours, not weeks. CORTEX OS runs on Docker with minimal dependencies and no complex infrastructure. A team can go from initial setup to orchestrating a full agent hierarchy in a single day.
What happens if an agent crashes?+
CORTEX OS's self-healing background services continuously monitor all agents. If an agent crashes, it is automatically restarted with adaptive recovery. If a task fails, it is re-dispatched to a different agent with bounded retry and intelligent backoff. Context is preserved via the persistent message bus and append-only event store, so no work is lost and downstream agents continue operating normally.
How does pricing work?+
CORTEX OS is a single product — every deployment includes the full platform with no feature gating. Pricing is custom based on your deployment scale and support requirements. Contact us for a guided demo and proof-of-concept tailored to your use case.
What compliance standards does CORTEX OS support?+
CORTEX OS is designed with security as a foundation and has undergone rigorous internal security auditing. The orchestration layer features zero data egress (all orchestration runs on your infrastructure), comprehensive audit trails for every agent interaction, SQL injection prevention via parameterized queries, credential isolation, log sanitization, and support for fully air-gapped deployment via local inference adapters. Every major release is cryptographically timestamped on the Bitcoin blockchain via OpenTimestamps — providing court-admissible, tamper-proof proof of authorship and codebase integrity. Enterprise customers can work with our team on compliance documentation packages.
Get Started

Ready to Orchestrate?

Reach out via Threema or email for a personalized demo or to discuss your deployment.

Threema — HN6UBSKS cortex-labs.xyz@proton.me

Threema for end-to-end encrypted messaging. Email for everything else.

Let's make AI Interplanetary.