Sovereign Systems Specification

Open architecture specification for provenance-aware AI systems and institutional memory.

View the Project on GitHub kenwalger/sovereign-system-spec


layout: default title: sovereign-sdk-vault sdk_name: sovereign-sdk-vault sdk_description: Planned sovereign memory boundary for structured knowledge custody, controlled retrieval, and long-term institutional memory. sdk_status: Planned

And I think it’s gonna be a long long time


sovereign-sdk-vault

Status: Planned Component
Last Updated: June 2026
Community Contributions Welcome

Overview

sovereign-sdk-vault is a planned component of the Sovereign SDK focused on long-term knowledge custody and sovereign memory management.

Where traditional retrieval systems often accumulate unstructured content into large vector stores, sovereign-sdk-vault explores an alternative approach:

Memory should be governed infrastructure, not an accidental byproduct of storage.

The objective is to create structured, provenance-aware memory systems that preserve institutional knowledge while maintaining clear custody and trust boundaries.

Motivation

Organizations increasingly rely on retrieval systems to compensate for fragmented documentation, disconnected repositories, and institutional knowledge loss.

The result is often a growing collection of embeddings, vector stores, and archives that become difficult to audit, maintain, or trust.

The Sovereign Systems Specification refers to this anti-pattern as the Digital Attic.

sovereign-sdk-vault aims to provide a more deliberate alternative.

Planned Capabilities

Structured Knowledge Storage

Store validated knowledge assets alongside provenance metadata.

Custody-Aware Memory

Preserve origin, ownership, and modification history for stored information.

Retrieval Governance

Enforce policies around what information may be retrieved, by whom, and under what conditions.

Local-First Deployment

Support fully sovereign operation without dependence on cloud-hosted memory services.

Institutional Memory Preservation

Provide durable knowledge infrastructure designed to survive organizational turnover and system migrations.

Community Participation

The long-term shape of sovereign-sdk-vault remains intentionally open.

The project welcomes architectural discussion, implementation ideas, design proposals, and pull requests from practitioners exploring memory systems, archives, governance, and institutional knowledge preservation.

If you have strong opinions about how trustworthy memory systems should work, now is the perfect time to join the conversation.

Repository

GitHub Repository