AI GOVERNANCE DEPLOYMENT: YOUR INFRASTRUCTURE COVERAGE: ENTERPRISE NETWORK
SIGNED // HASH-CHAINED POST-QUANTUM: HYBRID ML-KEM DESIGN PARTNER PROGRAM: WAITING LIST OPEN
Substrate N-AALP Protocol Spec N-PAMP Wire Spec Nexus Personal GitHub Get Started Now
● FORCED AI GOVERNANCE™ & AUDIT // SOVEREIGN AI SUBSTRATE

The Sovereign Post-Quantum Forced Governance™
For AI.

AI Governance & Audit. Governance that is Forced, not voluntary. Durable, Encrypted Audit Logs. Tamper-Evident by Design. Post-Quantum Encrypted Data Transport. Your Infrastructure. Your Evidence.

Operating below runtime-governance toolkits on infrastructure you control — cloud, data centre, or disconnected — BubbleFish Substrate governs what AI tools can access, what actions they execute, and what leaves your network, and records it as evidence you hold.

Why Application-Layer Controls Leave A Gap

Where application-layer prompt filters and vendor-hosted allow-lists come under strain in autonomous multi-agent workloads.

The Application-Layer Approach

Permissive Egress & Prompt Wrappers

Modern enterprise AI security relies on application-layer wrapper SDKs and SaaS inspection gateways. Because agent runtimes execute with ambient network egress, a jailbreak, prompt injection, or rogue tool call can bypass policy.

  • Ambient Egress: Model binaries and Python interpreters can dial arbitrary endpoints without cryptographic attestation.
  • Vendor Trust Dependency: Deletion "guarantees" are unprovable SaaS assertions without mathematical key erasure.
  • Mutable Audit Logs: JSON telemetry stored in cloud buckets can be quietly purged, truncated, or subpoenaed by third parties.
  • Execution Jailbreaks: Sub-agent spawning escapes runtime interceptors via raw socket connections.
BubbleFish Sovereign Substrate

Governance That Does Not Depend On Cooperation

BubbleFish Substrate sits beneath the AI compute stack on infrastructure you control, so AI activity is governed and recorded as it crosses your network rather than reported back to you after the fact.

  • Boundary Enforcement: Where the recommended controls are in place, unapproved AI traffic is blocked at the infrastructure boundary before it can leave your network.
  • Enterprise-Held Audit Record: Governance decisions and AI activity are written to an audit chain your organisation holds.
  • Tamper-Evident Hash Chains: Cryptographically signed, hash-chained audit ledgers, so alteration of the record is detectable.
  • Your-Infrastructure Deployment: Runs in your cloud, your data center, or air-gapped networks, with no external SaaS dependencies or telemetry call-homes.

Six Pillars Of Sovereign AI Infrastructure

Engineered for defense enclaves, regulated financial enterprises, and national sovereignty.

// PILLAR 01

Shadow AI First Enforcement

Where the recommended controls are configured, unapproved agent communications are blocked at the infrastructure boundary before they can leave your network. Traffic is continuously inspected for Shadow AI signatures.

// PILLAR 02

Multi-Vector ShadowGuard Fleet Capture

Coverage follows autonomous AI workloads wherever they run inside your estate, including traffic that leaves through the browser.

// PILLAR 03

Deterministic N-AALP & N-PAMP Encapsulation

Envelopement of governed inter-agent operations into canonical CBOR envelopes with COSE Sign1 signatures and post-quantum hybrid wire framing.

// PILLAR 04

Terminus Agentic Firewall & Delegation Control

Cryptographic keys bound what each agent may do and what it may hand to another. Authority an agent was never granted cannot be self-issued, and tool use outside a signed grant is refused.

// PILLAR 05

CognOS: The Human Decision, Carried

A person decides what AI may do in your organisation and configures it in the dashboard. AI traffic tracked by descriptors can be configured with grant, deny, or hold to enforce it.

// PILLAR 06

Cloud, Data Centre, Or Disconnected

No external SaaS dependencies. Deploys across the infrastructure you already run — Azure, AWS, Google Cloud, your own data center, private bare metal, sovereign clouds, or air-gapped networks.

Governed Actions Are Recorded. The Record Is Tamper-Evident.

When a regulator or an audit committee asks which AI tools your people used, what was sent to it, and who approved it, the answer comes from a signed, hash-chained record your organisation holds; not from a vendor report in their cloud.


Can you trust your vendors to audit themselves?


BubbleFish Substrate is Sovereign AI Independent Governance & Audit. Your governance and audit is in your control.

EXAMPLE OUTPUT: ILLUSTRATIVE — NOT LIVE TELEMETRY
TRANSPORT: HYBRID POST-QUANTUM // FIPS-ALIGNED
AGENT_AUTHORITY: BOUNDED // CAPABILITY_ENFORCED
RECORD: [SIGNED & CHAIN-VERIFIED]
DECISION: GRANT / DENY / HOLD [RECORDED]
AUDIT_CHAIN: ENTERPRISE-HELD

Open Protocols & Dedicated Control Planes

Explore the open-source building blocks and developer interfaces powering sovereign AI.

N-AALP Protocol Logo

N-AALP™ Protocol

Native Agentic Application Layer Protocol. An open IETF Internet-Draft, written to RFC-style normative precision, specifying deterministic CBOR schemas, CDDL validation, COSE Sign1 signatures, and verifiable agent state transitions.

Read N-AALP Protocol Spec →
N-PAMP Protocol Logo

N-PAMP™ Wire Spec

Native Post-Quantum Agent Messaging Protocol. High-speed wire format featuring a frozen 36-octet header, hybrid ML-KEM key exchange, multiplexed binary channels, and replay defenses.

Explore N-PAMP Wire Frame →


// WORKSTATION_BINARY

Nexus Personal

The open-source sovereign AI memory and control plane for individual developer workstations. Single pure Go binary, zero runtime dependencies, local vector memory, and AGPL-3.0 core.

Deploy Nexus Personal →
Institutional Grant Programs