HQ · Strategy
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London
85 Great Portland StreetLondon W1W 7LT
United Kingdom
We find the one operation capping your growth, measure what it costs you today, and fix it until the number moves. You pay when it works — Usage, a small fee per transaction, or Licence, one capital fee. Scope changes are never billed.
Built for CEOs, COOs & CROs at $20M–$200M companies.
An AI company sells you a pilot and leaves. A software house sells you man-days and delivers the scope. We take one bottleneck, agree the number that proves it's gone, and get paid on that — which is why there is no rate card, no timesheet, and no change request. We only do well when the operation does.
You don't buy man-days, and you don't buy a scope — you buy the bottleneck gone. We measure it, build the fix, and run it inside your operation until the number holds. Whatever changes on the way to that is ours to absorb, not yours to approve.
A sample of the organisations who've trusted us across two decades.
We measure before we build, and we're paid after it works — so you never pay for something that hasn't.
A short diagnostic to find the one operation that's capping your growth. We name the bottleneck, measure what it costs you today — cycle time, error rate, throughput — and agree the number that means it's solved.
We build the software that unlocks it — typically live within weeks — instrumented to the number from day one. What the solution turns out to be is our problem; you never see a change request.
Done is when the number holds unattended for the agreed period, with a person only at a real judgement fork. Then we look downstream, so the rest of the business can absorb the new capacity.
And if it slips, we keep building. No questions. For three years after done, if the number falls, we re-engineer whatever it takes to bring it back — free, whatever the cause. Not bug versus change, not your data versus our code. It's proof the incentive is the outcome, not the hours.
Vendors finish scopes. We're still inside businesses we joined twenty years ago — and every bottleneck we finish now is published here with the baseline, the number at done, and the price we signed next to the price we were paid.
Portfolio engagements, client names withheld. And today, AI-native — like the US cyber-insurance platform, full policy lifecycle, shipped on Xamun. Delivery methodology peer-reviewed (Journal of IT Case & Application Research, Taylor & Francis). See the Done Ledger →
That is not our claim — it is what three independent research programmes found. Our first paper sets out the evidence, why retrieval-based assistants stall, and the architecture that actually moves a number.
Paper No. 1, You have AI. It isn’t in your P&L. — open access, thirteen cited sources. Papers No. 2 and No. 3 follow with the method and the delivery machine. Read paper No. 1 → See the series →
Two doors. The price is set on the bottleneck — never on the work.
A small fee per transaction the system processes — per booking made, renewal issued, claim settled. It starts the day the number moves. Nothing is billed before that.
One number for the bottleneck, for organisations that must own and operate what they buy. Every scope change on the way to done is free.
Neither door has a line for hours, seats or change requests. Ask us for our rate card and we'll tell you the same thing: we don't have one. Both doors carry the same promise — three years, no questions.
How we price engagements →Three products power every engagement: an AI that reads your business and guides the strategy, a software factory that builds and ships in weeks, and Outcome — the platform that runs the engagement to the number, from diagnosis to invoice. Most clients never need to think about any of them.
A deterministic mind holds the ledger — rules, entitlements, calculations, compliance, audit — and has the final say. A governed model handles language, extraction, drafting and explanation, and is never the last word. Both read and write one graph memory: a single model of your business, its entities, obligations, precedence and lineage.
Facial recognition. Document extraction. Identity verification. Computer vision at the edge. Shipped into production for real clients — years before everyone had an opinion about AI. That track record isn't a résumé. It's how we learned exactly where AI creates value, and where a plain rule does the job better.
Real-time object detection running on-device, not round-tripping to a cloud. Fast, private, cheap.
Computer vision at the edge →Extraction, OCR, and identity verification wired into live workflows, not demos.
Document intelligence & identity →Fine-tuned and open-weight models you own. No vendor lock-in, no data leaving your walls.
Private models & fine-tuning →Real-time transcription, diarisation, and rubric-based compliance scoring on recorded calls — flags the exact moment, not just the aggregate score.
Voice intelligence & compliance →Learns what “normal” sounds and looks like from stored signal data, then flags the moment something drifts — sound, vibration, transaction sequences.
Signal & anomaly detection →So we put AI where it produces an outcome — and deterministic engineering everywhere else. No AI-washing. No model where a rule will do. That discipline is precisely why we can price on the result instead of the effort.
Xamun Academy is open. The XC Trilogy is three certification paths built from how we actually ship — every course free to learn, with an identity-checked, verifiable credential when you're ready to certify.
How modern software actually gets built — AI-native delivery, quality discipline, and shipping for real.
Start the software path →How strategy becomes an outcome — diagnosis, prioritisation, and the economics of execution.
Start the business path →The apex implementation credential: prove you can walk into a business and ship the outcome.
Go for the apex credential →Learn free, certify for real. Every course is free; certification is $79 — with a credential anyone can verify.
Not a distributed team with a mailing address. Strategy out of London, the Gulf out of DIFC, engineering out of Manila — so the operation we run for you is covered around the clock.
+971 52 773 9624
+971 52 322 0846
AI transformation in the Gulf →
Discovery sessions run in-person at any office — or online. Find your nearest team →
A short Discovery names the bottleneck, measures the number, and tells you which door it goes through — and you'll meet the people who'll be inside your operation.