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AI systems, platforms and applications for companies that need them working in production — not demonstrated in a meeting. We research, build, test and deploy with agentic tooling, so a prototype takes days and a production system takes weeks. Principal-led from architecture to the incident at 2am.
Every engagement starts the same way: thirty minutes, then a researched plan within 24 hours — what to build, in what order, and what we would leave alone. Free, and yours to keep.
Arrived from a message of ours? The offer in it has its own page — homepage design, homepage POC or plan and prototype. All free, all yours to keep.
Our own favourite build
An agent on your homepage, answering from your own material, qualifying the enquiry and booking the call — at 9pm, on a Sunday. Send us your URL and we build a working POC of your homepage within 48 hours, free.
Answering now
Answered from your own delivery policy
Written to the calendar and the CRM
Enquiry captured at 21:47. Nobody was awake.
The enquiry above arrived at 21:47, was answered from the company’s own delivery policy, and booked itself into the diary. Nobody was awake for any of it.
It is the cheapest thing we build and usually the first to pay for itself, because the traffic arriving at your homepage is traffic you have already paid for.
What we build
None of it is priced on a card, because what it costs depends on how your business runs. That is what the diagnostic is for — and it is free. What does not vary is the pace: agentic tooling through research, build and test means weeks where this work used to take quarters.
Companies whose people spend their days on work a system should be doing — answering the same questions, rekeying the same data, reading the same documents.
The work still happens when nobody is watching it, and you can see exactly what the system did and why.
Working prototype in days. In production in 2–4 weeks, then operated monthly.
See the workCompanies running a real operation on spreadsheets, disconnected tools, or software that was built for a smaller version of the business.
One system your team and your customers actually use, that holds up as the volume grows.
First working version in 2–3 weeks. Most builds ship inside six.
See the workCompanies with more to build than to hire for, or a product with nobody senior left to own it.
Engineering capacity that starts in days, and stays accountable for what it ships.
Starts within days. Monthly, one-month minimum, no lock-in.
See the workThirty minutes on how your business actually runs, then a researched engineering plan within 24 hours: what is worth building, in what order, what it will change, and what we would not build at all. It is free, it is yours to keep, and it is the only honest way to arrive at a price.
Where every engagement starts
Every one is a sentence a client has actually said to us. If two sound like your business, the free diagnostic tells you what they cost and which to fix first.
“Enquiries arrive on WhatsApp at all hours and we answer them when we can.”
The message that lands at 9pm is answered tomorrow, by which time they have asked someone else. Nobody counts these, because they never became enquiries.
What we do about itVoice“We miss calls all day and I could not tell you how many.”
The most expensive number in the business and the one nobody measures. An unanswered call never appears in a report — it appears in a competitor’s revenue.
What we do about itSupport“My best people spend their day answering the same twenty questions.”
Senior time going into answers that are already written down somewhere, and a queue that gets longer every time the business grows.
What we do about itBack office“Every time volume goes up, headcount goes up with it.”
A cost base that scales linearly with revenue when it does not have to, and a margin that never improves however much you sell.
What we do about itPlatform“Our systems do not talk to each other, so people are the integration.”
You are paying salaries to move data between screens, and buying the error rate that comes with it.
What we do about itStrategy“We have bought AI tools and cannot show what they returned.”
Licence spend with single-digit adoption, and a board question nobody in the room can answer.
What we do about itOperate“We built something with AI and now nobody owns it.”
Accuracy drifting, running costs creeping, and a model deprecation nobody is watching for — until a customer finds it first.
What we do about itAI search“Buyers ask ChatGPT about our category and we have no idea what it says.”
Consideration happening somewhere no analytics can see. It does not show up as a decline — it shows up as pipeline that never existed.
What we do about itNone of these sound like you? Tell us what does — the diagnostic is free either way, and we will say so if AI is not the answer.
Services
Four are engineering. The fifth makes sure somebody arrives at what we built. Each has a scope, a timeline and a number it moves.
WhatsApp, voice and web agents that answer, qualify and route every enquiry in seconds.
LLM applications, agentic workflows and AI features engineered into your own product.
Websites, commerce, portals and web applications engineered for speed, conversion and AI discoverability.
Where AI pays in your business — costed, sequenced, governed, and taught to your team.
The demand layer on top of what we build — performance media, SEO, AI search visibility and content, run as one instrumented system.
Where every engagement starts
A 30-minute call, a written engineering plan back within 24 hours, then a working prototype on your own data. Three stages, all free, all yours to keep.
How we work
Every engagement is principal-led. The people who architect your system are the people who build it, and the people accountable for it once it is carrying real traffic.
No pitch team handing you to a delivery team. The person in your first meeting owns the architecture, the build and the production behaviour — and is reachable when something is on fire.
Your repository, your code review, your release process, your definition of done. Where you have no standard, we bring ours: eval gates in CI, tracing, audit logging and a documented architecture.
Consultancies hand over a deck. Integrators build whatever the deck said. We are accountable for both halves, which is why we are careful about what goes into the plan in the first place.
Accuracy monitoring, eval regressions, model migrations, cost ceilings and a monthly report. The value of an AI system is decided in the eighteen months after launch, and that is the part most firms are not there for.
Yours
The repository, the accounts and the credentials — from the first commit
We would rather earn the next project than lock you into this one.
2–4 wks
From first call to an AI system running in production
We build with agentic tooling. Weeks, not quarters.
0%
Markup on model and infrastructure costs
Billed at cost against a ceiling you approve
24/7
Accuracy, drift and spend monitoring on everything we run
With a measured number in your inbox every month
For enterprise buyers
AI stalls inside large organisations for reasons that are almost never technical. All six are designed in from the first architecture session.
Regional endpoints, in-VPC deployment, PII redaction, full audit logging.
A pass threshold agreed in writing before go-live, measured continuously after.
Approval gates sized to what an error costs, not to what demos well.
Model costs at cost, against a ceiling you approve. Never marked up.
MSA, DPA, defined SLAs, a named lead. US clients contract with our Wyoming LLC; everyone else with the Indian entity.
Numbers that reconcile, and a recommendation for whoever defends the budget.
Why us
The model underneath changes, accuracy drifts, costs creep, and nobody is left watching. Six things we do about that — all of them checkable before you sign.
GenAI Ranker is our product: multi-tenant, six model providers orchestrated, row-level tenant isolation, live billing and real incident nights. Most firms selling AI can show you a prototype. We can show you a production system we own, operate and are paged for — and you can watch us open it in the meeting.
Our own delivery runs on agentic tooling, which is why an agent is live in days rather than a quarter. The speed does not come out of the quality budget: eval suites, regression gates, tracing, guardrails and cost ceilings are still there, because that is what makes it survive contact with real users.
We cost the current process before proposing a system, and we can defend the build to a finance committee as well as to an architecture review. Most AI vendors are fluent in one of those conversations. The one your board will actually hold is usually the other.
Billed at cost against a ceiling you approve. A margin on tokens would corrupt every architectural decision we make on your behalf — model choice, caching, routing, context size, all of it.
A platform nobody arrives at and an agent nobody talks to are worth nothing. We run the search, content and campaigns that feed what we build, instrumented end to end — so the system and the demand for it are designed together.
Monitoring, retraining, eval regressions, model migrations and cost control after launch. Most firms hand over and vanish, right before the model underneath gets deprecated. That gap is the whole reason clients stay with us.
In the agreement
Written into the contract, not asserted on a website. These are the terms most firms will not put in writing.
Each one is a clause, not a claim. How we work sets out what each means in practice.
Where to start
Whichever fits, you keep what comes back — whether or not you go further with us.
“Our website looks dated and brings almost no enquiries.”
A free homepage designSend the URL. A designed new homepage comes back within two working days.“Enquiries arrive at 9pm and nobody answers until Monday.”
A free working POCYour own homepage, with an agent on it that answers, qualifies and books. 48 hours.“A process here eats hours every week and I think software should do it.”
A free engineering planThirty minutes, then a researched plan in 24 hours — including where not to build.“I know what I want built. I just need a scope and a number.”
A written quote todayTell us what you need. A scope, a timeline and a figure come back the same working day.“I have no idea what ChatGPT says about us when buyers ask.”
A free visibility scanYour brand across six AI engines, and who gets named instead of you.No call required
One or two sentences is enough. You get back what we would build, how long it takes and what it costs — the same working day, in writing. If a call would be quicker, the calendar is one click away instead.
Straight answers
Written plainly, so a person and an AI engine can both quote them accurately.
We are an applied AI engineering firm. We study how a business actually runs, produce a free Opportunity Diagnostic showing where AI would pay and where it would not, and then build and operate the systems end to end — AI agents on WhatsApp, voice and web, custom AI software and agentic workflows, the digital platforms and integrations underneath them, and the search and campaigns that feed them.
It depends on what the work turns out to be, and we would rather know that before quoting. Every engagement starts with a free diagnostic: thirty minutes on how your business actually runs, then a researched plan within 24 hours — what to build, in what order, what it would change, and what we would leave alone. The price comes out of that, sized to the value it creates, and is fixed in writing before anything is built.
Yes, and it is yours to keep whatever you decide — including if you take it to another firm or build it with your own team. It costs you one 30-minute call, and the written plan lands within 24 hours. We do it free because we would rather earn the work by being useful first.
We build it, and then we run it. The people who study your business are the people who write the code, so nothing is lost handing over to a delivery team you have never met. After launch we keep monitoring accuracy, catch eval regressions, migrate models when providers deprecate versions, and hold running costs under a ceiling you approved.
Thirty minutes of your time, and a comprehensive written plan within 24 hours — costed against your own numbers and sequenced. Yours to keep.