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AIRIZ
Applied AI, software delivery and assurance

AI systems built properly,
and the evidence to run them.

Most AI work stalls in one of two places: a pilot nobody can put into production, or a system in production that nobody can account for. We build the first properly and assess the second against the frameworks your regulator already reads.

20 questions, about five minutes. Your score is free and shown on screen, no email needed to see it.

4 platforms live in productionDoMigraCalcBritainTrackBritainBuy Rent Auction

What we do

Two practices, one discipline

We are an engineering business that takes governance seriously, not a governance business that outsources the engineering. The same people who write the assurance evidence have shipped the systems it describes.

Build

Production systems you own

Web and mobile applications built end to end and deployed to your own infrastructure. Full source handover, no per-seat metering, no platform you cannot leave. 8 platforms built on this model, 4 of them live in production.

  • Fixed scope, finished product, source handed over
  • Deployed to infrastructure you control
  • Tested, monitored and documented before handover
Assure

Evidence for what you run

An assessment of the AI already in your organisation, including the features that arrived inside tools you bought for something else, scored against the NIST AI Risk Management Framework and read against the UK's five cross-sectoral principles.

  • Scored against NIST AI RMF 1.0
  • Re-read against the UK's five AI principles
  • Gaps mapped to DSIT's six named assurance techniques

Free tool

The AI readiness assessment

20 questions across the four functions of the NIST AI Risk Management Framework. It asks for evidence rather than intent, shows its own arithmetic, and tells you which of the six UK assurance techniques closes each gap.

It also captures what you already run, your finance, payroll, procurement and CRM systems, and the AI tools already in use across 21 industries, so the recommendations are about your organisation rather than about AI in general.

Govern

A culture of risk management, policies, accountability, structures and workforce capability that apply across every AI activity.

Map

Establishing the context: what the system is for, who it affects, what data it needs, and what could go wrong.

Measure

Analysing, assessing and tracking AI risks and impacts using appropriate methods and metrics.

Manage

Allocating resources to identified risks, and responding to, recovering from and communicating about incidents.

Portfolio

Eight platforms, built the AIRIZ way

4 live in production, 4 launching shortly. Real platforms, not prototypes.

DoMigra

Live

Migration intelligence

A multi-country migration platform: interactive globe, eligibility matcher, guided visa wizards and a vetted solicitor directory across 10 countries.

www.domigra.com →

CalcBritain

Live

Consumer finance tools

A UK financial calculator mega-site: take-home pay, stamp duty, pension, capital gains and a hundred more, each accurate to the current tax year.

www.calcbritain.com →

TrackBritain

Live

Life & money tracking

The scoreboard for your life. Track a deposit, pension or salary, get the date you'll actually reach it, and see where you stand against UK official statistics.

www.trackbritain.com →

Buy Rent Auction

Live

Property marketplace

Buy, rent and auction UK property in one marketplace, with timed bidding, anti-snipe protection and a full evidential audit trail behind every bid.

www.buyrentauction.com →

All Switched

Soon

Business switching

One place for UK businesses to compare and switch payments, energy, water, broadband and waste, matched to your trade, not a generic quote form.

www.allswitched.com →

Forward Guidance

Soon

Market comparison

Gold, silver, oil, stocks, bonds, property and crypto side by side on the historical record. Drag a slider, replay real market shocks.

www.4wardguidance.com →

Plan Pole

Soon

AI business planning

Say your business idea out loud and get a real plan back: financials, ROI, competitors and next steps, from a voice interview that takes minutes.

www.planpole.com →

International Health Clinics

Soon

Medical tourism marketplace

Tell it your treatment, budget and how far you will travel, and the matching engine surfaces the right clinics across 20+ countries for dental, hair, cosmetic and complex care. Every clinic is licence-checked and every review is backed by a receipt, so rankings stay honest.

www.internationalhealthclinics.com →

Tell us what you want to build.

Or tell us what you are already running and want to be able to account for. Both conversations start the same way.