A unified sovereignty stack — doctrine, governance, cryptographic proof, sovereign AI, certification pathways, and accessibility — shipping into real institutional cases. Not a manifesto. A working system.

I'm a disabled builder shipping an open-source sovereignty stack that turns real-world institutional disputes into signed, verifiable records. The stack combines a certification-marked doctrine (the Burgess Principle), local-first cryptographic proof, sovereign AI that runs on your own machine, governance and certification routes, and accessibility-first tooling — including the world's first sovereign, local-first audio pipeline for hearing aid users.

Everything here is in active use on real cases: ombudsman matters, UK GDPR / DUAA 2025 automated-decision challenges, certification readiness work, and disputes that have already resolved to £0.00.

Keywords: sovereign AI · local-first · UK GDPR Article 22 · administrative justice · accessibility · hearing-aid audio · cryptographic receipts · disability rights

• The problem — and my answer
• 📊 Impact at a glance
• 🧱 The stack at a glance
• 🛠️ Featured projects
• ⚙️ How it works
• 🔥 Recent momentum
• 🏛️ Governance and certification
• 🚪 Get started — join the movement

Institutions hide behind automation. "The computer says no" — without a single human ever looking at the facts.

I'm a disabled builder who got tired of that answer. So I built the Burgess Principle: one operational test — was a human member of the team able to personally review the specific facts of my specific situation? — and the open-source ecosystem to enforce it. Outcomes resolve to SOVEREIGN, NULL, or AMBIGUOUS when an institution hides behind process language instead of answering directly.

The stack turns a real-world decision into a clear record, tests whether a human actually reviewed it, and preserves the evidence needed to challenge the outcome.

flowchart LR
    A[Real-world dispute<br/>letter · bill · decision · refusal] --> B[Capture the facts locally<br/>voice-friendly · accessibility-first]
    B --> C[Mirror / Advocate Companion<br/>classify rights · draft response]
    C --> D[Iris + Mythos<br/>reason locally · preserve doctrine]
    D --> E[Memory Palace + Iris Gate<br/>hashes · signatures · receipts]
    E --> F{Burgess Principle test:<br/>did a human personally review<br/>these specific facts?}
    F -->|Yes| G[✅ SOVEREIGN<br/>record accepted]
    F -->|No| H[❌ NULL<br/>escalate with proof]
    F -->|Won't answer clearly| I[⚠️ AMBIGUOUS<br/>ask for name, facts, authority]

Diagram: a real-world dispute is captured locally, classified by Mirror/Advocate Companion, reasoned over by Iris + Mythos, sealed with cryptographic receipts, and then tested against the Burgess Principle — resolving to SOVEREIGN (record accepted), NULL (escalate with proof), or AMBIGUOUS (force a direct answer).

1. Capture the record. Start with the actual facts: the decision, letter, bill, refusal, call note, or screenshot. Keep it local, accessible, and under the person's control.
2. Classify the issue. Mirror and Advocate Companion identify the rights, reasonable adjustments, statutory duties, and next best response.
3. Reason locally. Iris + Mythos help turn the facts into a clear argument while keeping doctrine, prompts, and policy changes reviewable through signed commits.
4. Create proof. Memory Palace and Iris Gate bind the record with SHA-256 hashes, Ed25519 signatures, Merkle receipts, and minimum-necessary disclosure.
5. Apply the test. The Burgess Principle asks one question: was a human member of the team able to personally review the specific facts of my specific situation?
6. Act on the result. If the answer is SOVEREIGN, the record can stand. If the answer is NULL or AMBIGUOUS, escalate with the signed proof trail and demand named human review.

• Burgess Principle v2.5.0 — "Governance & Ecosystem" (9 May 2026) — formalised lightweight governance, contributor onboarding, certification readiness resources, adoption ledgers, ecosystem mapping, and the hybrid MIT core + controlled certification mark boundary.
• Certification pathways are public — Practitioner, Technology & Advocacy, and Institutional routes are now mirrored in CERTIFICATION_TIERS.md and published at certify.theburgessprinciple.com, with founding rates recorded until 31 July 2026.
• The Burgess Principle Limited incorporated — company number 17199287, administering authorised certification, training, audits, and commercial support separately from the MIT-open repository core.
• Iris + Mythos under git-native governance — every prompt, policy, and doctrinal change now ships as a signed commit and reviewable PR. The AI layer has the same audit discipline as the cryptographic stack.
• OpenClaw #68692 publicly endorsed by Elon Musk (18 Apr 2026); ZeroClaw (30.3k stars) cascades governance if the PR merges.
• Ecosystem map updated — Iris moved into its own implementation-layer repository, Mirror is now ljbudgie/Mirror, OpenHear validates the audio-accessibility boundary, and Nexus AI Hub remains the intelligence layer.

Headline metrics — active cases, world firsts, resolved disputes — live in the Impact at a glance table above.

The repository core stays MIT-open: prompts, templates, schemas, mappings, examples, and code can be used, forked, and improved freely under the MIT licence.

Official Certified Burgess Principle use is separate. The UK Certification Mark UK00004343685 is administered through The Burgess Principle Limited to prevent badge-washing and keep certified claims evidence-led, neutral, and reviewable.

• 🧠 Try Iris at iris-gate.vercel.app or in Sovereign Local Mode.
• 📂 Read the case studies — see what SOVEREIGN / NULL / AMBIGUOUS looks like in pounds and pence.
• 🏛️ Review governance and the certification routes.
• 🛠️ Explore the tools — see the Featured projects table above.
• 🤝 Contribute if you care about data sovereignty, accountable AI, local-first software, accessibility-first design, or human-review standards.
• ⭐ Star burgess-principle to follow the doctrinal releases.

📌 Recommended pinned repos: ljbudgie/burgess-principle · ljbudgie/Iris · ljbudgie/openhear · ljbudgie/Mirror · ljbudgie/advocate-companion · ljbudgie/nexus-ai-hub · ljbudgie/iris-gate-person.

_{Open-source projects are MIT-licensed. The Burgess Principle certification mark is separately governed under UK00004343685 by The Burgess Principle Limited, company number 17199287, with a parallel USPTO certification mark filing in progress.}