Human AI

Deterministic orchestration for regulated AI systems.

We build the governance layer that makes AI trustworthy in high-stakes environments. Human AI is infrastructure, not features--built to keep humans in control, policies enforced, and audit trails immutable.

Open Teams is our lead pre-seed investor.

Control plane for enterprise AI

  • Deterministic workflow enforcement
  • Cryptographic audit trails
  • Policy-first approvals and escalation
  • Model-agnostic routing and governance

Enterprise serious, by design.

This site is an investor education surface. We focus on the architecture that enables regulated industries to deploy AI without compromising governance, security, or human authority.

What Human AI is

Deterministic orchestration that enforces policy, captures proof, and keeps state transitions explicit.

A neutral control layer that routes across models without vendor lock-in.

What Human AI is not

Not a chatbot or a consumer product. Not a marketing funnel.

Not probabilistic automation that asks compliance teams to trust black boxes.

The orchestration stack.

A deterministic control plane that wraps every model interaction with policy and proof.

Control plane

Finite-state workflows, explicit approvals, and guardrails for every task transition.

Policy enforcement

Formal constraints validate inputs, outputs, and user permissions before execution.

Cryptographic audit

Signed receipts prove provenance, decisions, and responsibility.

Model governance

Route across providers without rewriting compliance logic.

Real-world deployment in regulated industries.

Two examples showing how deterministic orchestration unlocks credible outcomes.

Registered Investment Advisors

Compliance by architecture, not by hope.

Deterministic workflows ensure suitability checks never get skipped, with cryptographic audit trails.

View RIA use case

Great Salt Lake Water Verification

Zero-trust orchestration for critical infrastructure.

Secure, verifiable data sharing across water districts without exposing SCADA systems.

View infrastructure use case

Research that explains the governance gap.

We publish on deterministic systems, MCP orchestration, and why auditability must be architectural.

MCP governance

Protocols connect models to tools. Orchestration decides who can do what, when, and why.

Human authority

Agentic workflows without human override are governance failures waiting to happen.

Explore the research

Strategic partnership with Open Teams.

Open Teams leads our pre-seed and brings deep infrastructure experience through the Nebari ecosystem.

Together we provide a complete enterprise stack: Nebari for data science infrastructure and Human AI as the orchestration layer for AI governance.

Investor access without friction.

Review the data room or schedule a conversation with the team.