Administrative justice, sovereign AI, cryptographic proof, and accessibility-first product engineering fused into one local-first sovereignty stack.
This profile is a hub for open-source work built around human agency, accountability over automation, and data sovereignty. The through-line is calm but exacting: help people — especially those under institutional pressure, including disabled and otherwise vulnerable users — keep facts local, preserve evidence, and secure meaningful human review. The result is an unusually unified body of work spanning administrative justice, human rights, applied cryptography, ethical AI, accessibility, and real-world delivery.
| Domain | What it contributes | How it connects |
|---|---|---|
| Doctrine | The Burgess Principle asks one binary question: was a human judicial mind applied to the specific facts of the specific case? | Outcomes resolve toward SOVEREIGN or NULL, giving the whole ecosystem a clear accountability test. |
| Cryptographic evidence | Memory Palace and Iris Gate turn records into a tamper-evident ledger with SHA-256 commitments, Ed25519 signatures, Merkle-rooted receipts, and selective disclosure, with optional post-quantum signing for longer-term assurance. | Private facts stay local while receipts remain verifiable. |
| Sovereign AI | Iris is a voice-first, local-first, advisory companion running in Sovereign Local Mode with Python + llama-cpp and a Next.js PWA surface. | AI assists the person without displacing human judgment. |
| Accessibility-first design | Disability-aware, phone-first, voice-friendly interfaces are treated as core architecture, not compliance garnish. | This keeps the tools usable in stressful, real-world conditions. |
| Applied delivery | Mirror, Advocate Companion, OpenHear, and the case studies translate the doctrine into products, workflows, and evidence. | Legal theory, ethical AI, and engineering stay tied to lived outcomes. |
This combination is rare: administrative justice + verifiable cryptography + ethical sovereign AI + accessibility-first design + local-first product execution in one coherent ecosystem.
| Project / component | Role in the ecosystem | Immediate impact |
|---|---|---|
| The Burgess Principle | The doctrinal anchor and certification-marked standard (UK00004343685) for meaningful human review. | Frames every tool around the SOVEREIGN / NULL test; v1.3.0 Sovereign Core (April 2026) unified the verifiable architecture. |
| Iris + Memory Palace | Voice-first sovereign AI companion with local advisory flows and verifiable receipts. | Turns private facts into accountable, exportable evidence without sending raw case data away. |
| Mirror | Local-first rights mapper for administrative justice and human-rights-adjacent workflows. | Classifies a situation, maps rights, drafts the communication, and gives one clear next step. |
| Advocate Companion | Disability-aware self-advocacy layer. | Makes accessibility and reasonable adjustments part of the architecture. |
| Iris Gate | Sovereign records and receipt boundary. | Supports commitment-only exchange, signed receipts, and minimum-necessary disclosure. |
| OpenHear | Hearing sovereignty branch of the ecosystem. | Extends data sovereignty and accessibility-first design into user-owned hearing technology. |
| Nexus AI Hub | Broader experimentation space for agents, memory, and connected tooling. | Gives the ecosystem room to test new sovereign AI patterns without losing the core doctrine. |
| Case studies | Real-world evidence base. | Includes documented wins such as Wave Utilities cleared to £0.00 and TV Licensing letters ceasing once the record was corrected. |
- Systems architecture — doctrine, product surfaces, audit trails, and release design built as one stack.
- Cryptographic engineering — commitment, signature, receipt, and disclosure schemes designed for durable local trust.
- Sovereign AI delivery — local advisory AI with clear proof boundaries, human review discipline, and privacy-preserving workflows.
- Full-stack execution — Python runtimes, llama-cpp integration, Next.js PWA delivery, and local-first UX.
- Accessibility-first design — voice-first, disability-aware, mobile-first interfaces designed for people under pressure.
- Interdisciplinary synthesis — administrative justice, human rights, ethical AI, cryptography, and product engineering kept in one coherent frame.
Most open-source profiles show one discipline at a time: legal critique, AI tooling, privacy engineering, or accessibility work. This ecosystem is different because the same principled architecture runs through all of them at once. The Burgess Principle supplies the accountability doctrine, Memory Palace supplies verifiable proof, Iris supplies the human-facing sovereign AI layer, and the products and case studies prove the ideas can survive contact with reality.
- Try Iris in Sovereign Local Mode and explore the local-first workflow.
- Read the case studies for concrete administrative justice outcomes and evidence patterns.
- Explore Mirror and OpenHear to see how sovereignty extends across rights tooling and accessibility technology.
- Contribute if you care about data sovereignty, accountable AI, local-first software, accessibility-first design, or human-review standards.
- Best repositories to pin here: The Burgess Principle, Iris, Mirror, OpenHear, and Nexus AI Hub.
Updated April 2026. This profile README is the ecosystem hub; major releases and technical docs live in the linked repositories. Open-source projects are MIT-licensed, while the Burgess Principle certification mark remains separately governed under UK00004343685.