The trust layer for AI

AI finally hassomeoneto answer to.

Build on a neutral protocol for identity, capability, and orchestration.Ship agents that humans trust.

The pattern is everywhere.

AI is everywhere. The moments that matter still fail.

High-Stakes Failure

Hospitals miss allergies. Courtrooms miss liability. The cost is human.

Broken Handoff

AI moves fast, but no one knows when humans must step in.

No Path Forward

Displaced workers have nowhere to go, and no proof of what they can do.

One root cause.

No infrastructure layer to orchestrate humans and AI.

Fragmented Identity

Your health history, work experience, certifications—trapped in siloed systems you can barely access.

No Orchestration

AI is accelerating everywhere, but there's no "air traffic control" for what AI handles vs. when humans must decide.

No Accountability

Nothing verifies what AI did, who approved it, or whether consent was respected. No provenance, no trust.

HUMΛN is the answer.

The missing layer between humanity and the intelligence we are creating.

Not an app. Not a dashboard. A protocol.

The same way GPS sits beneath modern logistics,
the same way TLS sits beneath secure communication—

HUMΛN is Human-AI Orchestration (HAIO).

Control of identity, capability, and consent.
Every decision with a human signature and a provenance trail.

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Get Started

Start Building in Minutes

Install the HUMΛN SDK and create your first Passport, Capability, or Agent orchestration.

>
SDK:

Human-AI Orchestration (HAIO)

Not a framework. A complete trust layer for autonomous AI. No vendor lock-in.

Cryptographic Identity

Every entity—human, agent, org—has a DID. Every action is signed. Zero trust, maximum verifiability.

PASSPORT
did:key:z6Mk...
VERIFIED
3,857 Signed Actions

Capability-First Routing

Tasks route by verified capabilities, not hardcoded logic. Evidence-backed matching, automatic discovery.

ROUTING DECISION
Task: legal-analysis
Agent-Legal-3
Capability Score: 0.94

Human-in-Loop by Design

Approval gates, escalation paths, override controls. Not an afterthought—first-class primitives.

APPROVAL REQUIRED
Awaiting Manager Review
Task: $50K contract decision
Auto-escalated (threshold)

Provenance by Default

Immutable audit logs. Tamper-proof chains. Every decision traceable to source. Compliance built-in.

LOG ENTRY
2024-01-10 14:23:41 UTC
task.routed
sig: 0x8a3b...
IMMUTABLE

Write Protocol, Get Infrastructure

Functions become APIs. Calls create audit trails. Capabilities route automatically.

>
SDK:

Cryptographic Identity

Every entity has a DID. Every action is cryptographically signed with tamper-proof audit trails.

Learn more

Capability-First Routing

Tasks route by verified capabilities, not hardcoded logic. Automatic discovery and evidence-backed matching.

Learn more

Human-in-Loop Governance

Approval gates, escalation paths, override controls. Not an afterthought—first-class primitives.

Learn more

Parallel Multi-Agent Coordination

Multiple agents work simultaneously with automatic load balancing and distributed orchestration.

Learn more

Automatic Provenance

Every call, decision, and state change is logged immutably. Compliance and auditability built-in.

Learn more

Build This Yourself? Identity from Scratch

When AI agents make business decisions, regulators ask: "Prove this agent made this decision."

Traditional Identity

What you build:

  • OAuth integration
  • User database
  • Session management
  • Permission system
  • Audit logs
  • Multi-device sync
  • Delegation model
  • Credential verification
Time: 3-6 months
HUMΛN

HUMΛN Passport

What you write:

const passport = await create
  Passport({ 
    did: generateDID(),
    proofs: [...] 
  });

HUMΛN provides:

  • Cryptographic identity (DID)
  • Multi-device delegation
  • Verifiable credentials (VCs)
  • Zero-knowledge proofs
  • Immutable provenance
Time: 5 minutes

Passport provides cryptographic proof of identity and action provenance—critical for SOC 2, GDPR, and HIPAA compliance.

Logs can be edited. Timestamps can be forged. Screenshots can be faked.

You need cryptographic proof. Not promises.

The Alternative: Rolling Your Own Capability System

Traditional systems trust agent self-reporting: "I can analyze financial data." Capability Graph requires proof.

Traditional Skill Verification

What you build:

  • Manual skill tagging system
  • Self-reported capabilities
  • Admin vetting workflows
  • Rating/review system
  • Skill expiration logic
  • Certification upload
  • Manual capability routing
  • Trust-based task assignment
Time: 4-8 months
HUMΛN

HUMΛN Capability Graph

What you write:

await capabilityGraph.grant({
  entity: agentPassport,
  capability: 'financial-analysis',
  evidence: [
    { type: 'certification', 
      issuer: 'CFA', 
      credential: '...' },
    { type: 'demonstration', 
      task: 'portfolio-opt', 
      result: {...} }
  ]
});

HUMΛN provides:

  • Evidence-backed verification
  • Cryptographic attestations
  • Automatic capability routing
  • Third-party proofs
  • Living skill graph
Time: 10 minutes

HumanOS automatically verifies before routing.

Agent claims capability → Capability Graph requires proof (certifications, demonstrations, third-party attestations).

This is how you safely delegate high-stakes tasks to AI.

Without HUMΛN: Custom Orchestration Infrastructure

Most agent frameworks assume you'll build your own routing, governance, and audit infrastructure.

Traditional Orchestration

What you build:

  • Task routing logic
  • Agent discovery system
  • Load balancing
  • Governance rules engine
  • Approval workflows
  • Escalation paths
  • Audit logging
  • Human override controls
  • Multi-agent coordination
  • Rollback mechanisms
Time: 6-12 months
HUMΛN

HUMΛN HumanOS

What you write:

const os = new HumanOS({
  passport: myPassport,
  policies: 'strict',
  provenance: 'always'
});

const result = await os.route({
  task: 'Analyze contract',
  capabilities: ['legal'],
  human_in_loop: {
    approval: 'required'
  }
});

HUMΛN provides:

  • Capability-first routing
  • Automatic agent discovery
  • Built-in governance primitives
  • Cryptographic provenance
  • Human-in-loop by design
Time: 15 minutes

HumanOS is the kernel. Routes by capability, enforces policies, logs everything.

Human-in-loop isn't an afterthought—it's first-class.

Stop building orchestration infrastructure. Start building agents.

DIY Training & Certification Stack

When AI displaces workers, they need re-skilling pathways—not paywalls.

Traditional Training Platforms

What you build:

  • Course management system
  • Progress tracking
  • Certification issuance
  • Payment processing
  • Skill assessment tools
  • Learning path logic
Time: 8-12 months
Revenue: Charge displaced workers
HUMΛN

HUMΛN Academy

What you write:

const path = await academy.create({
  worker: passport,
  from: 'customer-service',
  to: 'ai-supervision',
  cost: 0  // Free for humans
});

HUMΛN provides:

  • Work → Capability tracking
  • Automated learning paths
  • Verifiable skill credentials
  • Zero cost for displaced workers
  • Enterprise-funded model
Time: 5 minutes
Revenue: Enterprises pay, humans learn free

Academy turns work into capabilities. As you complete tasks, Academy issues verifiable skill credentials.

Never charge humans for re-skilling.

Building a Marketplace from the Ground Up

Governed workspaces where humans and agents collaborate—not compete.

Traditional Marketplaces

What you build:

  • Task posting system
  • Bidding/matching logic
  • Payment escrow
  • Rating system
  • Dispute resolution
  • Trust & safety
  • Skill verification (manual)
Time: 12+ months
HUMΛN

HUMΛN Workforce Cloud

What you write:

const task = await workforce.post({
  description: 'Review contracts',
  capabilities: ['legal'],
  governance: {
    human_verify: true,
    agent_assist: true
  }
});

HUMΛN provides:

  • Capability-based matching
  • Human-AI collaboration primitives
  • Cryptographic task provenance
  • Automatic capability routing
  • Built-in governance
Time: 10 minutes

Workforce Cloud is the long-term vision. A task marketplace where humans and agents collaborate on governed work.

Capability-first routing, provenance by default, human oversight built-in.

Coming 2026.

Q2 2026

Visual Workflow Builder

Compose AI workflows without code. Human-in-the-loop as a first-class primitive.

  • Drag & drop agents onto visual canvas
  • Human approval nodes as visual components
  • Deploy to Hosted HumanOS with one click
Join Waitlist →
Invoice Processing Workflow
Start
Extract Data
Agent: OCR Scanner
Review
Human Approval
Required: Manager
Process Payment
Agent: Stripe Connector
Complete
3 Agents
1 Human Step
2 Connectors
Est. Cost: $0.15/run

Agent Marketplace

Build. List. Earn. Four ways to contribute:

Agents

In Development

Custom AI workflows

70/30 revenue split

Workflows

Q2 2026

Visual compositions

Usage-based pricing

Connectors

Coming Soon

Slack, GitHub, Salesforce, Gmail, Zoom

Per-connection fee

Extensions

Coming Soon

Meeting, Scaling, Dashboard muscles

Usage-based

HumanOS Admin Console

Deploy agents → see them instantly. No dashboards to build, no monitoring to configure.

Real-Time Agent Oversight

Active agents, task queues, escalations, and approvals — all visible instantly.

Compliance & Audit

Provenance trails, attestations, and one-click compliance reports (SOC 2, GDPR, HIPAA).

Cost & Usage Analytics

Track LLM costs, human labor, and infrastructure usage with forecasting and optimization.

Agent Mesh - Real-Time

Live
Active Agents
847
Tasks/sec
3,240
Uptime
99.8%
Invoice Processor (120 instances)
Healthy
Tasks: 1,240/hr | Latency: 420ms P95 | Errors: 0.1%
Contract Reviewer (45 instances)
Degraded
Tasks: 840/hr | Latency: 2.1s P95 | Errors: 2.3%
⚠️ 3 agents awaiting human approval
Medical Triage (12 instances)
Critical
Tasks: 120/hr | Escalations: 45%
🚨 High escalation rate - Policy review needed

Zero configuration. Works instantly when you deploy.

The Interface

Meet the HUMΛN
Companion

This Companion runs on HUMΛN. Your conversation is orchestrated by HumanOS, governed by our policies, and logged as provenance.

You're already experiencing the HUMΛN protocol.

Hi! I'm in the header now!

Extend the Companion with Muscles

The Companion you just met can be extended with task-specific "muscles" — pre-built integrations you can activate or customize.

Built by HUMΛN. Extended by you.

Meeting Muscle

v0.2+

Turn meetings into memory and action

  • • Calendar sync (Google, Outlook)
  • • Zoom integration (schedule, record)
  • • Action tracking & decision logs

Free

Scaling Muscle

v0.2

Track your Critical Number

  • • 90-day Rocks management
  • • Weekly scaling reviews
  • • Verne Harnish framework

Free

Dashboard Muscle

v0.2

Any dashboard, instantly

  • • Voice queries: "Show weekly ARR"
  • • Real-time data, any source
  • • Freemium: 5 free, $12/mo Pro

Freemium

Beyond Frameworks, Beyond Auth

What frameworks can't deliver and identity providers weren't built for. See how coordination, identity, deployment, infrastructure, and observability stack up.

Capability

Traditional Stack

HUMΛN

Identity
OAuth, JWT, session cookies
Cryptographic Passport (DID)
Capabilities
Self-reported, manual vetting
Evidence-backed verification
Task Routing
Hardcoded or manual
Capability-first, automatic
Human Oversight
Custom if/else logic
First-class primitives
Audit Trail
DIY logging
Cryptographic provenance

Five Systems.
One Protocol.

HUMΛN provides five foundational systems that enable Human-AI Orchestration at scale:

Ready to build on HUMΛN?

Start with the quickstart guide and deploy your first agent in 30 minutes.

Get Started