Cortex
Project OS

Live Orchestration Dashboard

Goal Contract → governed workflow → external execution → verified outcome

idle
Governance Profile
derived from Goal Contract
Human Approval Audit Required Data Residency Budget Guardrail Trusted Execution Immutable Provenance
Runtime
—
Policy Checks
—
Agents
—
Environment
—
Confidence
—
Workflow Graph
execution occurs outside Cortex
01
Intent
02
Workflow
03
Policy
04
Routing
05
Validate
Human Checkpoint
Waiting for policy stage…
Agentic Orchestration
policy-bound
Agent 01
Research
idle
Agent 02
Compliance
idle
Agent 03
Routing
idle
Agent 04
Validation
idle
Execution Routing
A
Local Runner
B
EU Regulated DC
C
Cloud Compute
D
Sovereign Private
Provenance
No Goal Contract submitted yet.
Goal
—
Audit
—
Policy
—
Score
—
Execution State
idle
Execution Timeline
01
Contract
—
02
Agents
—
03
Policy
—
04
Routing
—
05
Validate
—
06
Provenance
—
Event Stream
live
Remediation
No remediation required.
Differentiator Pillars

Built for governed AI outcomes, not isolated AI tasks.

Cortex combines orchestration, governance, provenance, validation, and marketplace logic into a single control layer for trusted AI work.

01

Goal Contracts

Structured intent, constraints, policies, and acceptance criteria before work begins.

02

Provable Workflows

Every workflow step can be traced from intent to routing to validated result.

03

Capability Sandboxes

Agents and tools operate within constrained permission boundaries.

04

Outcome QA Loops

Outputs are validated against defined acceptance criteria, not just generated.

05

Local-First Orchestration

Route work across local, private, cloud, and regulated execution environments.

06

Shared Memory Fabric

Context can be reused across workflows with policy, consent, and access controls.

07

Execution Markets

Match governed demand to suitable execution capacity based on policy-weighted criteria.

08

Deterministic Envelopes

Contain workflows inside bounded conditions, approvals, and validation gates.

09

Human Checkpoints

Critical actions can pause for review, approval, rejection, or escalation.

10

A/B Outcome Learning

Compare workflows and providers by validated outcomes, not theoretical performance.

11

Privacy-First Data Rooms

Sensitive data access can be isolated, scoped, audited, and policy-controlled.

12

Outcome Insurance

Future workflows can support assurance models tied to validated delivery and risk.

Architecture Layers

Governed orchestration above execution infrastructure.

Cortex separates intent, governance, orchestration, routing, execution, and provenance into distinct operational layers.

Layer 01

Applications & Users

Enterprise applications, operators, APIs, and workflows define business intent and operational objectives.

Layer 02

Goal Contract Layer

Intent becomes structured objectives, constraints, governance, acceptance criteria, trust requirements, and operational boundaries.

Objectives
Constraints
Policies
Validation
Layer 03

Orchestration + Policy Engine

Cortex composes workflows, activates agents, evaluates policies, introduces checkpoints, and governs execution decisions.

Workflow Composer
Policy Engine
Agent Router
Human Checkpoints
Remediation Logic
Layer 04

Routing + Validation Layer

Cortex evaluates environments using governance-weighted scoring, validates outcomes, and determines workflow trustworthiness.

Trust Scores
Environment Selection
Validation Engine
Outcome QA
Layer 05

External Execution Environments

Compute execution occurs outside Cortex across local runners, sovereign clusters, regulated data centers, and cloud substrates.

Local Trusted
EU Regulated
Sovereign Private
Cloud Compute
Layer 06

Audit + Provenance Fabric

Cortex records workflow lineage, validation results, routing decisions, governance events, and audit-ready provenance bundles.

Audit Trail
Provenance
Replayability
Exportable Evidence
\n
Roadmap

From orchestration demo to governed AI operating layer.

Cortex evolves in capability layers: first proving Goal Contracts and workflow orchestration, then expanding into governance, execution markets, and outcome assurance.

v0.1

Core Orchestration

Establish the base Cortex loop: intent intake, Goal Contracts, workflow composition, routing simulation, validation, and provenance.

✓ Goal Contract builder
✓ Workflow graph
✓ Simulated routing
✓ Audit bundle export
v0.2

Governance + Safety

Expand policy interpretation, checkpoint logic, remediation paths, capability boundaries, and enterprise governance controls.

• Policy profiles
• Human checkpoints
• Remediation loops
• Capability sandboxing
v0.3

Execution Fabric

Introduce persistent workflow sessions, environment health, provider adapters, replayable runs, and live orchestration telemetry.

• Runtime telemetry
• Provider adapters
• Replay history
• Environment scoring
v1.0

Outcome Economy

Mature Cortex into a marketplace/control layer where governed demand can be matched to trusted execution capacity and validated outcomes.

• Execution markets
• A/B outcome learning
• Outcome insurance
• Enterprise data rooms
Docs + Developer Experience

API-first orchestration for governed AI workflows.

Cortex exposes orchestration, routing, governance, provenance, and validation through composable APIs and adapters.

Goal Contract
Declarative workflow intent
JSON 
{
  "intent": "Review enterprise contracts",
  "constraints": [
    "human_approval",
    "eu_data_residency"
  ],
  "successCriteria": [
    "audit_ready",
    "validated_output"
  ],
  "governance": {
    "checkpointRequired": true,
    "provenance": "immutable"
  }
}
Workflow Definition
Agentic orchestration graph
YAML 
workflow:
  - agent: research
  - agent: compliance
  - checkpoint: human_review
  - route: regulated_dc
  - validate: acceptance_criteria
  - export: provenance_bundle
API Example
Trigger governed execution
REST 
POST /api/workflows/run

{
  "goalContractId": "GC-9AF1D2",
  "environmentPolicy": "regulated",
  "requireValidation": true
}
Provenance Export
Audit-ready execution lineage
JSON 
{
  "workflowId": "WF-22091",
  "routingDecision": "EU Regulated DC",
  "validationScore": 96,
  "checkpointApproved": true,
  "generatedAt": "2026-05-23T12:22:10Z"
}
Adapter Architecture

Connect external execution environments through governed interfaces.

Provider-neutral orchestration
Local Runner
Sovereign Cluster
Enterprise APIs
Regulated DC
Cloud Compute
How Cortex Works

A governed path from intent to verified outcome.

Cortex sits above execution environments. It defines what should happen, governs how work is routed, validates whether the result met intent, and produces a provenance record for audit and trust.

01 · Intent

Goal Contract

Business intent becomes structured objectives, constraints, success criteria, and governance rules.

02 · Orchestration

Agentic Workflow

Cortex composes a multi-agent workflow with tasks, dependencies, validation points, and human checkpoints.

03 · Governance

Policy Gate

Policies such as approval, residency, auditability, budget, and trust requirements constrain the workflow before execution.

04 · Routing

Execution Selection

Cortex selects an external execution environment using policy-weighted scores across cost, compliance, availability, sovereignty, and trust.

05 · Checkpoint

Human Control

High-trust workflows can pause for operator approval before validation, release, rerouting, or finalization.

06 · Recovery

Remediation Loop

Failed outcomes can trigger recomposition, rerouting, escalation, exception reporting, or revalidation.

07 · Validation

Outcome Check

Results are checked against the original acceptance criteria defined in the Goal Contract.

08 · Proof

Provenance Bundle

Cortex produces an audit-ready record linking intent, workflow, policy decisions, routing, validation, and outcome.

Critical boundary

Cortex governs, routes, validates, and records. External execution environments perform compute execution, scheduling, and infrastructure control.

Enterprise Orchestration Layer

Govern AI workflows
from intent to outcome.

Cortex provides governed orchestration, routing, validation, provenance, and operational control across heterogeneous AI execution environments.

Architecture Brief
Vendor-neutral
Governance-first
Outcome-driven
Local-first orchestration
Verifiable workflows