Hardware-anchored agent governance

The trust layer for the agentic infrastructure era.

Celestial State governs what autonomous agents do to infrastructure — not what they say to humans. We give every agent a verifiable identity, an intent policy, and a signed behavioral history, enforced below the agent's reach.

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Application Layer

Agent Framework Layer

Operating System Layer

Celestial State Governance Layertrusted boundary

DPU / SmartNIC / Secure Enclave / Storage Controller

Data / Compute / Storage

identity

policy

audit

The Problem

The most dangerous agents aren't chatbots. They're invisible infrastructure operators.

Infrastructure was built for humans. Agents now run it. As AI moves from user-facing assistants into the operational core of the enterprise, the agents that matter most are the ones no human ever sees.

Visible agents

Already covered

Chatbots, copilots, and assistants
Human-reviewed, slow, and deliberate
User-facing by design
Already covered by existing AI-safety tools

Invisible infrastructure agents

Ungoverned

Schedulers, data movers, auto-healers, deployers
Machine-speed, privileged, no human in the loop
Read, write, transform, and delete production data
A single wrong action cascades through downstream agents

Why Now

The buyer is spending right now — and so is the governance gap.

Three waves are converging on a single, unfilled quadrant: agent adoption is mainstream, the hardware substrate has arrived, and governance standards are crystallizing.

+108%

AI infrastructure spend growth, year over year (2024 → 2025).

IDC, Q4 2025

62%

of organizations are now experimenting with AI agents.

McKinsey, State of AI 2025

51%

report at least one AI-related negative incident in the past 12 months.

McKinsey, State of AI 2025

The market is already spending

AI infrastructure spend is accelerating and most organizations are already experimenting with agents. The buyer is deploying — not waiting to be convinced.

The hardware substrate is here

DPUs and SmartNICs are becoming the security plane for AI data centers. A hardware anchor for agent governance is no longer hypothetical.

Standards are crystallizing

OWASP Top 10 for Agentic Applications, the NIST AI RMF, and vendor safety frameworks are emerging. Regulated buyers will require compliance soon.

The Solution

Give every agent a passport. Enforce it below the agent's reach.

Celestial State gives every autonomous agent a cryptographic identity, a declared purpose, a permission scope, a live trust posture, and a signed behavioral history — anchored to a boundary the agent cannot bypass.

Agent Passport

Cryptographic identity bound to a responsible principal, declared purpose, model fingerprint, license set, and current trust score — signed by the infrastructure, not the agent.

Policy Enforcement

Every sensitive action is checked against identity, license, resource, environment, declared purpose, and risk before it runs.

Signed Behavioral History

Every governed action becomes a hardware-rooted, signed proof — for audit, forensics, and continuous trust scoring.

Trust Scoring

Agent trust updates from authorized actions, denials, policy violations, and behavioral consistency over time.

Architecture

Software Control Plane + Hardware Enforcement Plane.

Everything above the Celestial State boundary is treated as untrusted by default. If the agent or its host is compromised, the enforcement layer is still intact — because the judge does not sit inside the game.

Application Layer

Agent Framework Layer

Operating System Layer

Celestial State Governance Layertrusted boundary

DPU / SmartNIC / Secure Enclave / Storage Controller

Data / Compute / Storage

AI data platforms

Govern agents that manage storage tiers, indexes, manifests, pipelines, and data movement.

AI cloud & GPU infrastructure

Control agent fleets operating across shared compute, storage, networking, and orchestration.

Regulated enterprises

Prove who authorized an agent, what it did, and whether it acted within policy.

Hardware & security vendors

Embed agent governance into DPU, SmartNIC, storage-controller, or secure-enclave infrastructure.

Competitive Landscape

The category is validated. The hardware-anchored quadrant is empty.

Adjacent categories have attracted significant venture capital — but every one of them operates at the application, SaaS, or enclave layer. No venture-backed startup operates below the operating system, on the DPU. That quadrant is uncontested.

Building infrastructure for the agentic era?

We are in early conversations with AI infrastructure platforms, GPU cloud operators, regulated enterprise security teams, and potential design partners and hardware partners.

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