NODUM AI designs and delivers production-grade, sector-intelligent AI systems that integrate deeply into real industrial operations. Not pilots. Not slide decks. Software that ships and creates measurable value.
NODUM AI is the applied AI engineering arm of the V53 AI Cluster — the infrastructure and competence network enabling production-grade AI for European industry, research and the public sector.
Infra enabling AIEvery engagement is time-boxed, fixed-price and outcome-led. We help you validate, ship, scale and adopt — without the consulting theatre.
The fastest path from AI idea to working prototype. Time-boxed engagements for document Q&A, customer support AI, data extraction, AI search and automated workflows. We know which approaches fail before they waste your budget.
The AI strategy partner for companies too serious for generic consultants and too agile for the Big Four. Process and data audits, use-case prioritisation, build-vs-buy, governance and a sequenced roadmap with real ROI projections.
The AI adoption-rate specialist. 70% of AI implementations fail on the people side. We map stakeholder resistance, design communication and culture, enable middle managers, and navigate works councils — in parallel with the build.
End-to-end engineering of AI-powered software: conversational platforms, agent systems, document pipelines, predictive analytics and AI-enhanced SaaS. GDPR-native by design, enterprise security from day one, transparent delivery.
Upskilling for in-house engineering and data teams. Bootcamp-style FDE preparation that fills concrete gaps in skills and knowledge — so your people can keep the systems running long after the engagement ends.
Move your AI workloads to EU sovereign clouds or your own private cloud. Architecture reshaping, multicloud design and migration — without losing performance or breaking the budget.
Transform your organisation with advanced AI engineering — built for the real world, not the demo room.
NODUM AI is the applied AI engineering arm of the V53 AI Cluster. We design and deliver production-grade, sector-intelligent AI systems for complex, regulated and data-intensive environments — finance, healthcare, industry, energy, the public sector.
We engineer tailored AI systems that integrate deeply into real industrial operations, creating measurable operational and strategic value. No generic templates. No off-the-shelf chatbots dressed up as transformation.
As part of V53, we are backed by an HPC and infrastructure network that makes EU-sovereign, high-performance AI a real option — not a slide in a strategy deck.
The technical surface area we cover end-to-end — from research to production, from data to deployment, from architecture to adoption.
Fine-tuning, retrieval pipelines, evaluation, guardrails.
Multi-step autonomous agents, tool use, human-in-the-loop.
Model serving, observability, CI/CD for ML, drift monitoring.
GPU clusters, distributed fine-tuning, inference optimisation.
Pipelines, vector stores, embeddings, structured + unstructured.
Inspection, OCR, document understanding, real-time inference.
Architecture for OVHcloud, Scaleway, on-prem and hybrid setups.
EU AI Act readiness, GDPR by design, model risk management.
We are the AI engineering firm that ships production-grade systems — not proof-of-concepts that get archived. These four principles are how we keep that promise.
We build systems that ship — not slide decks or proofs that never leave the lab.
Deep context for regulated and data-intensive industries: finance, healthcare, industry, public sector.
GDPR-native, EU-sovereign cloud and on-prem options. Your data stays where it belongs.
Weeks, not quarters. Time-boxed engagements with measurable outcomes at every gate.
Four stages. Each one is time-boxed and ends with a decision gate, so you are never locked into a phase that is no longer earning its place.
Audit processes and data assets. Frame the right problem and quantify the prize. One week, max two.
Build a working prototype against real data. Validate technical feasibility and ROI before further investment.
Production build on enterprise-grade infrastructure. GDPR-native, observable, secure, scalable.
Roll out with change management, enablement and handover. Your team owns the system when we leave.
With a short discovery call to understand the problem, then a one-page proposal with scope, timeline and a fixed price. Most prototype engagements start within two weeks of the first conversation.
Time-boxed engagements with fixed prices. Prototype/PoC runs in the low-to-mid five-figure range. Strategy and full development scale with scope. No open-ended hourly retainers, no surprise invoices.
You do. Code, models and data are yours from day one. We operate under NDA and standard EU data-processing agreements, and the contract makes IP transfer explicit.
Prototype: 4–8 weeks. Strategy roadmap: 6–12 weeks. Full software build: 3–9 months depending on scope. Change management runs in parallel with delivery.
Python, TypeScript, modern LLM frameworks, vector databases, Kubernetes, EU sovereign clouds (OVHcloud, Scaleway), on-prem GPU. We pick the stack to fit the problem and your existing platform — not the other way round.
We are EU-based and operate across the EU and the UK. Most work happens remotely with on-site workshops at key milestones. We travel when it materially moves the project forward.
A named business sponsor, access to a few subject-matter experts for a handful of structured sessions, and representative data under an NDA. That is enough to launch a prototype.
Tell us about the problem. We will come back with a one-page proposal: scope, timeline, fixed price. First reply within two working days.