Articles
Articles

Field notes from inside a sovereign AI.

Mickai® is a Sovereign Intelligence Operating System (SIOS) that runs on your own hardware. These are long-form essays on the architecture of the Mickai SIOS, the patterns that keep surfacing in commercial AI in 2026, and the engineering choices that make sovereign intelligence possible. Written by Micky Irons, named inventor of the 104 filed UK patent applications, recorded on the UK IPO public register at numbers GB2607309.8 to GB2611702.8, GB2611885.1 onwards, GB2612762.1 to GB2612793.6, GB2613386.8 to GB2613404.9, and GB2615041.7 to GB2615043.3.

Subscribe
Get every new Mickai article by email.

Long-form essays on sovereign AI from Micky Irons. One email per article. No tracking, no marketing, no third parties. Every email includes a one-click unsubscribe link.

Prefer RSS? Subscribe at /articles/feed.xml.

Fifty brains · 25 domain, 25 operational
104 filed UK patent applications · 2,340 claims

The cooperative the field notes describe, running on the sovereign silicon substrate.

All articles

Showing 241 to 264 of 1124 articles.

23 Jul 2026 · Micky Irons

Your data becomes your advantage when it stays in one operating system

When all your company data lives in one owned operating system, the assistant gets sharper and the business gets better informed. Here is why.

sovereign-aidata-ownershipoperating-systementerprise-aiassistant
Read →
22 Jul 2026 · Micky Irons

AI Disaster Recovery and Business Continuity: The Complete Guide

AI dependent processes need the same BIA, RTO and RPO discipline as any other critical process, plus one metric classic DR never had to define.

ai resiliencebusiness continuityai disaster recoveryai governanceiso 22301
Read →
22 Jul 2026 · Micky Irons

AI Governance Framework for Enterprise

A named owner per system, an applied risk tiering rule and an audit ready evidence trail turn a policy document into an operating model.

ai governanceai governance frameworkenterprise aiiso 42001eu ai act
Read →
22 Jul 2026 · Micky Irons

AI Procurement Checklist (2026): The Complete Buyer's Framework

Five questions, worked through data, deployment, ownership, audit, security and exit terms, turn AI vendor evaluation into a defensible process.

ai procurementai vendor assessmententerprise ai buyingai governancevendor risk management
Read →
22 Jul 2026 · Micky Irons

AI Risk Register Template (Free Download)

Five columns, a 5x5 scoring matrix and a named review cadence turn a spreadsheet into a working AI risk register.

ai risk registerai risk managementai governancenist ai rmfeu ai act
Read →
22 Jul 2026 · Micky Irons

AI Security Checklist for CISOs

A six layer attack surface map and its controls turn a board mandate for AI security into a working programme.

ai securityai cyber securitysecure ai deploymentai attack surfaceciso
Read →
22 Jul 2026 · Micky Irons

Are AI embeddings personal data?

Very often yes, and the safe default is to treat embeddings as personal data unless proven otherwise.

sovereign aiai embeddingsuk gdprvector databasedata protection
Read →
22 Jul 2026 · Micky Irons

Build vs Buy vs Rent AI: The Enterprise Decision

Five variables, not a single rule, decide whether to build, buy or rent AI, and most organisations need more than one answer.

build vs buy aisovereign aion-prem ai vs cloud aiai procurementai total cost of ownership
Read →
22 Jul 2026 · Micky Irons

Can AI records be used as evidence in court?

Yes in principle in England and Wales, but the real battle is authenticity and weight, not admissibility.

sovereign aiai evidencecivil evidence actaudit ledgerregulated ai
Read →
22 Jul 2026 · Micky Irons

Can barristers use AI on case papers and instructions?

Yes for drafting and organising, provided privileged papers never leave a boundary the barrister or chambers controls.

sovereign aibarristerslegal professional privilegebar standards boardregulated ai
Read →
22 Jul 2026 · Micky Irons

Can councils use AI to process planning applications?

Yes for summarising, drafting and checking inside the council's own boundary, and no for the decision, which must remain visibly human.

sovereign ailocal government aiplanning applicationspublic sector aion-premise ai
Read →
22 Jul 2026 · Micky Irons

Can dental practices use AI on patient records?

Yes for note drafting and letters, provided special category health data never reaches a consumer cloud tool.

sovereign aidental practicescqcspecial category datahealthcare ai
Read →
22 Jul 2026 · Micky Irons

Can family law teams use AI on children and financial remedy cases?

Yes for drafting and chronologies, but only inside the firm's own boundary given how confidential these files are.

sovereign aifamily lawchildren proceedingsfinancial remedylegal professional privilege
Read →
22 Jul 2026 · Micky Irons

Can GP practices use AI scribes for consultations?

Yes, provided the practice acts as the data controller it is: DPIA first, patients told, and every note verified by the GP.

sovereign aiai scribesgp practiceshealth datauk gdpr
Read →
22 Jul 2026 · Micky Irons

Can veterinary practices use AI on clinical records?

Yes, and it is a clean example of sovereignty as good practice rather than a compliance requirement.

sovereign aiveterinary practicesrcvsclient confidentialityuk gdpr
Read →
22 Jul 2026 · Micky Irons

Can you answer a subject access request about AI processing?

Only if you can search everywhere your AI puts personal data, and most organisations cannot yet do that.

sovereign aisubject access requestuk gdprdata protectionai governance
Read →
22 Jul 2026 · Micky Irons

Can you stop staff using AI on personal devices?

No, not completely, and the strategy that works out-competes the personal phone rather than trying to police it.

sovereign aishadow aipersonal devicesacceptable use policyai governance
Read →
22 Jul 2026 · Micky Irons

China now regulates AI agents. What should UK boards take from it?

China's new agent rules point to a shape UK boards should adopt now: a mandate, an identity and a reviewable record for every agent.

sovereign aiai agentsai governancechina ai regulationboard oversight
Read →
22 Jul 2026 · Micky Irons

The Complete CIO's Guide to On-Premise AI

Everything a CIO must decide and defend to run AI on infrastructure the organisation owns, from GPU sizing to the audit trail.

on-premise aiprivate ai infrastructureself-hosted aiai governanceai security
Read →
22 Jul 2026 · Micky Irons

Does cyber insurance cover AI incidents?

It depends on wording written for human-triggered incidents, and silent AI risk is becoming the new silent cyber.

sovereign aicyber insuranceai riskinsuranceregulated ai
Read →
22 Jul 2026 · Micky Irons

The Enterprise AI Maturity Model

Five levels from isolated pilots to independently verifiable, owned infrastructure, with the unlock test for each.

ai maturity modelenterprise ai strategyai governancesovereign aiprivate ai
Read →
22 Jul 2026 · Micky Irons

The EU AI Act Explained for CEOs (2026)

A binding regulation applying in stages, not on one date, with high risk obligations now due in 2027 and 2028.

eu ai acteu ai act deadlineai act compliancehigh-risk aidigital omnibus ai
Read →
22 Jul 2026 · Micky Irons

The Future of AI Infrastructure, 2026 to 2035

Infrastructure control migrates from vendor to operator across the decade, driven by regulation, not preference.

sovereign aiai infrastructurefuture of aieu ai actpost-quantum cryptography
Read →
22 Jul 2026 · Micky Irons

How do you acceptance test an on-premise AI before go-live?

Run the go-live gate, eight checks with pass criteria fixed before testing starts, or it was a demo, not a test.

sovereign aiacceptance testingai go-liveon-premise aiai deployment
Read →