Custom Artificial Intelligence
Production-grade LLM applications, RAG pipelines, agentic systems and custom evaluations — built on your data, your domain language and your quality bar. Not a demo that degrades in month two.
The development factory of CEMI.ai
Custom intelligence, built to fit.
Artificial intelligence, sovereign infrastructure, apps, dashboards and intelligent agents — designed around your processes, not around someone else's product licence.
⅓
of the time
against a conventional delivery plan
½
of the cost
same scope, same quality bar
∞
possibilities
you need it, you dream it, we build it
Σ
total control
fine-grained control and transparency of every aspect, at every moment
★
world-class quality
best practices and professional-grade results
3
weeks, no risk
don't like it, don't pay for it
CEMI Factory is the development factory behind CEMI.ai — the team that builds every solution in the CEMI portfolio. We build custom, not configured: solutions shaped around a real process, a real user and a real outcome in your organization.
The same people, the same standards and the same delivery discipline we apply to our own initiatives are available to your organization. We work by project, with a small permanent core and an on-demand bench of certified specialists across architecture, backend, frontend, mobile, design, AI, cloud, data and QA.
What we build
Six capabilities. Most projects need more than one, so we bring them together as a single team rather than a chain of hand-offs.
Sovereign AI Infrastructure
Models and data that stay where your governance requires them. On-premise, private cloud or hybrid, with full control of weights, prompts, logs and retention. Sovereignty as an architecture, not a promise.
Apps & Web Platforms
Native iOS and Android, cross-platform, and web applications and sites. Performance-first, accessibility-first, and chosen for the project rather than for a résumé.
Smart Dashboards & BI
Power BI, Looker and custom interactive analytics — from executive KPI cockpits to operational consoles, with the data pipelines underneath them built properly.
Intelligent Agents & Assistants
Assistants that know your processes, act inside your systems, and escalate to a human at exactly the point where they should. Measured, evaluated and governed.
Integration & Interconnection
API design, ETL, message buses and identity federation. Connecting the systems you already own so that they finally behave like one.
How we work
An agile model, run the way we run our own initiatives — which is the only reason we can commit to the numbers above.
Working software, every sprint
Short iterations that end in something you can open and use. Direction changes are a normal input, not a change-request negotiation.
Weekly, honest visibility
Progress, decisions and risks reported every week — including the weeks when the news is difficult. You never learn about a problem at the deadline.
Total control of every element
Your repositories, your cloud, your data, your keys. Architecture decisions documented as we make them. Nothing about the project is locked inside our heads.
Governance you can audit
Clear ownership, defined gates, traceable decisions, and evaluation criteria agreed before the build — so quality is something we can show you, not something you take on faith.
Why a third of the time and half the cost
It is not a discount, and it is not a smaller scope. It is the result of three things working together: an agile model that removes the waiting, a bench of specialists who have built this class of system before, and AI-assisted delivery across the entire lifecycle — discovery, architecture, code, tests and documentation.
We ran this model across our own portfolio before we offered it to anyone else. Every CEMI property and initiative was built by this team, under the same constraints we are proposing to you.
No idle chain
Small teams of 3–6 people who each hold more than one role, instead of hand-offs between departments.
Built before
Reference architectures and components proven across more than twenty initiatives, not invented for your invoice.
AI across the lifecycle
Applied where it genuinely compounds — analysis, scaffolding, tests, docs — and reviewed by the humans accountable for it.
No-risk trial
Three weeks. One real process. No invoice unless you want to continue.
The fastest way to judge a development partner is to watch them build something that matters to you. So that's what we propose.
Choose the process
One real process or requirement, with a real user and a real outcome. Together we define what "working" means before a single line is written.
We build it
Three weeks of focused delivery, with weekly demos. You watch progress and decisions as they happen, rather than waiting for a final reveal.
You decide
At the end you have a working intelligent solution in your hands and a straightforward decision to make.
The guarantee
If you don't like it, don't pay for it. If you do, it is the start of a productive and valuable relationship for both of us.
Propose a process
Part of the CEMI ecosystem
CEMI Factory is one division of CEMI — Collectively Enhanced Multiple Intelligence — an ecosystem of human and artificial intelligence working together.
Parent group
CEMI.ai
The ecosystem the Factory maintains: initiatives, intelligences and solutions working across every sector of the group.
Visit CEMI.aiResearch & development
CEMI Labs
Where the group's proprietary models and frameworks are created — MediaMax, Smoother, SiteCraft, Personai, Skaills, MaiMusic. The Factory is what turns them into working products.
Explore CEMI LabsPortfolio
CEMI Solutions
The solutions released to the public: custom digital solutions, AI strategy and readiness, simulations, learning programmes, risk tools and more. Built and maintained by this team.
Explore CEMI solutionsSector ventures
CEMI Initiatives
The group's sector ventures — legal, insurance, health, education, music, media, engineering and more. Each with its own community, and every one of them built here.
Explore CEMI initiativesPartner
CEMI Media
Creative and cinematic production powered by human and artificial intelligence — video, storytelling and media production for the projects that need them.
Visit CEMI MediaBring us in for a project
Tell us what you are trying to build, and what you have already tried. We reply within two working days with a fit assessment, a clarifying question, or a redirect to a partner who is a better match.
Prefer a form? Use the contact form on the CEMI site.