Technology consultancy
KLR AI designs and builds the AI systems, software, platforms and brands that decide how fast a company can move. One partner, from the strategy through to the code that ships.
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We take what is tangled and send it out the other side as light.
Most companies do not have a technology problem. They have a clarity problem wearing a technology costume — six tools that half-overlap, a process nobody wrote down, a model that works in a notebook and nowhere else.
KLR AI is the consultancy you bring in to separate the signal. We map how your business actually runs, decide what should be automated, designed, rebuilt or deleted, and then we build it — the AI systems, the software, the platform, the interface, the brand around it.
Start where you are
You do not need to know what you are buying. Pick the sentence that is closest to the conversation happening in your company and we will take it from there.
It works in a notebook and nowhere else. Nobody owns the failure cases, so nobody will put it in front of a customer.
The spreadsheet became a platform. Every new hire learns the workarounds, and the roadmap is hostage to a rewrite nobody dares start.
The site looks like the competition, loads slowly on the phones customers actually own, and marketing needs a developer to change a headline.
Every deck, screen and page reads like a different company. The product is good and still feels hard to choose.
Cloud spend rises every month, a security questionnaire is blocking a deal, and there is no CTO yet to own the answer.
A founder or a new business unit with a clear idea, no brand, no product and a window that will not stay open for long.
Services
Most problems do not respect the boundary between strategy, design and engineering. Neither do we — the same people carry a piece of work from the first conversation to production.
Agents, copilots and automated operations that hold up outside the demo.
Custom platforms, SaaS products, APIs and the internal tools that run a company.
Marketing sites, commerce and web apps engineered for speed and conversion.
Identity, product design and design systems that make a company legible.
Search, content, paid media and lifecycle, run as a measurable system.
Technology strategy, cloud architecture, security posture and the plan to get there.
Capabilities
Thirty-six capabilities across six disciplines. The point is not the list — it is that a single team can carry a problem from a board conversation to a deployed system without a handover.
36 of 36 capabilities
Approach
Four phases. The first two are short and cheap on purpose — you should be able to find out whether we are useful before making a large commitment.
We sit inside the operation. We map how work really moves — not how the process document says it does — and we find where value leaks. You get a written view of your own business that is usually uncomfortable and always useful.
You receive
Every opportunity gets sized against effort, payback and reversibility. We recommend a sequence and we are explicit about what we think you should not do. A shorter plan you finish beats a comprehensive one you abandon.
You receive
Small, reviewable increments behind flags, with tests and monitoring from the first release. You see the work in a shared environment every week. There is no reveal at the end, because a reveal is just risk that was hidden until it was expensive.
You receive
Instrumentation is part of the build, not a follow-up project. We agree what success looks like before launch, report against it afterwards, and are willing to tell you when something is not working. Then we either hand over cleanly or keep going.
You receive
Technology
Proven databases, proven runtimes, proven deployment. Novelty is spent on the part of the system that is genuinely novel, and nowhere else.
We avoid architectures you cannot leave. If a vendor becomes the wrong choice in two years, that should be an inconvenience rather than a rebuild.
Logging, tracing and alerting ship with the first release. A system you cannot see inside is a system nobody can safely change.
42 technologies in regular use — the right one for the problem, not the one we used last time.
Selected concepts
KLR AI is a new company, so we are not going to show you someone else’s logo. These are self-directed concept projects: real problems, real architecture, no invented clients and no invented results.
Sectors
We do not sell sector expertise. We sell a method that works across sectors — and these are the ones where the problems it solves turn up most often, with the pressure point named so you can recognise yours.
Exception handling, tracking, margin per load
Booking, multi-site identity, patient-facing trust
Cloud compliance, security review, cost attribution
Quoting, document intake, pricing consistency
Storefront speed, merchandising velocity, attribution
Research desks, knowledge retrieval, productising advice
Platform scale, AI in product, design systems
Tender intake, project visibility, field data
Content systems, enrolment funnels, learner platforms
Asset data, reporting automation, legacy integration
Insights
Questions
Straight answers about money, ownership, timing and what happens when things go wrong — so you can decide whether to talk to us before you spend the time.
The first engagement — mapping and recommendation — is fixed price, because its scope is fixed. Build phases are either fixed-scope increments or a monthly embedded team, whichever fits how you work. Every proposal states what is in, what is out, and what would change the number. There are no time-and-materials surprises at the end of the month.
Usually within two weeks of a first conversation. The first phase needs access to the right people and systems more than it needs us, so if you can put us in front of the people who actually run the process, we can move quickly.
Yes, and we prefer it. We work in your repositories, your tools and your rituals rather than asking you to adopt ours. The measure of a good engagement is that your team can run and extend what we built after we leave.
Then that is what you get. The six disciplines exist because real problems rarely stay in one lane — not because every engagement needs all six. If the honest answer is that you need a website and nothing else, we will say so.
Yes. Send yours or use ours. We will never ask you to describe a sensitive problem in depth before one is in place.
You do. Code, designs, documentation, models — everything produced for you is yours on payment, with no licence-back and no dependence on us to operate it. Dependency is not a business model we are interested in.
Whichever fits the task: hosted frontier models, open-weight models you run yourself, or small fine-tuned models where latency, privacy or cost matter more than raw capability. We are not tied to a vendor and we will show you the trade-offs rather than a preference.
Remote-first, working across IST, CET and ET. Most clients never need us in a room. When they do, we travel.
We say so, early. Every engagement has defined checkpoints where either side can stop cleanly. We would rather lose a project than keep billing for something that is not delivering — and we will hand over everything we have done properly either way.
Start a project
A first conversation is a conversation, not a pitch. Bring the problem in whatever shape it is currently in — we will tell you honestly whether we are the right people for it.