AI
Strategy, LLM applications, agents, retrieval and evaluation. From a ranked use-case portfolio to production models that are monitored, safe and actually used.
Orchestrating AI into business value.
Most companies don't lack AI tools. They lack a score. CyberSymphony is an AI consultancy in Luxembourg that takes AI from strategy to production — intelligent agents and automation, data engineering, cloud infrastructure and custom software — orchestrated into one system tuned to your business goals.
For leadership and engineering teams at companies that want production-ready AI solutions, not another pilot.
Scattered pilotsOrchestrationSystems that perform
- Production-firstSystems designed to run the day after launch, not just for the demo.
- Senior engineersSmall teams led by people who have built and operated AI platforms themselves.
- Luxembourg · worldwideBased in the EU, working with clients across time zones.
What we mean by orchestration
One score.
Every instrument in time.
An orchestra is not the sum of its instruments — it's the arrangement. Orchestration is the layer between your business goals and your AI capabilities. It decides which problems are worth solving, how models, data and systems fit together, and how you will know it's working.
We don't sell a model. We arrange the whole thing so it plays.
Business goals
Grow revenueCut cost and cycle timeReduce riskBetter customer experience
OrchestrationThe CyberSymphony layer
PrioritiseRank use cases by business value, not by hype.
DesignOne architecture for models, data and apps.
IntegrateConnect AI to the systems people already use.
GovernSecurity, compliance and cost, by design.
MeasureTrack the business number, not the model score.
Capability 01AI models & agentsLLMs, agents, retrieval, evaluation
Capability 02DataPipelines, knowledge graphs, vector search
Capability 03InfrastructureCloud, MLOps, security, cost control
Capability 04SoftwareWeb, mobile, APIs, integrations
Outcomes measured in the businessHours saved · revenue moved · risk reduced — not model accuracy.
Services
Four pillars.
One practice.
Every engagement draws on all four. That's the point: an AI model without data, infrastructure and software around it is a soloist with no orchestra.
Data
An orchestra can't play from scattered sheet music. We build the data foundation AI actually needs: pipelines, knowledge graphs, vector search and governance that lets you reuse data safely across use cases.
Infrastructure
Cloud architecture, MLOps, security and cost control — on GCP, AWS or Azure, with EU data residency when the regulator asks for it. Built to run on the day after launch, not just for the demo.
Software development
Full-stack product engineering that puts AI in people's hands: web and mobile apps, APIs and integrations with the tools your teams already live in. Shipped in short cycles, with your developers alongside ours.
Approach
How an engagement plays.
Four movements. Each one ends with something you can use — a map, a plan, working software, a running system — so you never pay for a slide deck.
Listen
Your goals, your systems, your data. We map where AI can move a number you care about — and where it can't.
You get: an opportunity map, ranked by value and feasibility.Score
The target architecture, the use-case portfolio, the governance model. One plan everyone — board and engineers — can read.
You get: an orchestration blueprint and a sequenced roadmap.Rehearse
Working software in weeks, measured against your baseline, with your team in the room. We iterate until the numbers move.
You get: a production-grade pilot with real users and real metrics.Perform
Hardening, monitoring, cost control, enablement. We hand over a running system and a team that knows how to conduct it.
You get: a system in production, and your people trained to run it.
Why it matters
From scattered pilots to a system that performs.
Without orchestration
- Pilots that impress in a demo and never reach production
- Every team picks its own model, vendor and prompt library
- Data copied into new silos for each project
- Nobody owns the cost, the security or the compliance story
- Success measured in demos and model accuracy
With orchestration
- One portfolio of use cases, ranked by business value
- A shared platform: models, retrieval, guardrails, evaluation
- Data governed once and reused everywhere
- Cost, security and compliance designed in from day one
- Success measured where it counts: in the P&L
The pattern
Value concentrates where AI connects to the systems and data people already use — the hubs, not the isolated nodes.
Where it pays off
Six places orchestrated AI moves the numbers.
Customer operations
Support, onboarding and service agents that resolve, not deflect.
Knowledge work
Search, drafting and summarisation across your own documents and systems.
Decision intelligence
Forecasting, anomaly detection and pricing with the context behind the number.
Product & engineering
AI features and copilots built into the software you sell or run.
Compliance & risk
Document review, monitoring and audit trails that regulators can follow.
Operations
Document processing, scheduling and automation of the work nobody wants.
About
Built in Luxembourg, by engineers who ship.
CyberSymphony is a founder-led, AI-first consultancy. We have designed and run production AI platforms ourselves — in regulated healthcare and in consumer fashion-tech — so we know what breaks after the demo, and we design for it from the start.
Small, senior teams. Working software every few weeks. In collaboration with your team, so the system stays yours.
- Based in
- Luxembourg
- Working across
- Worldwide
Luxembourg
Where the work gets scored.
What we bring
Production AI systemsLLM applications and agents built, evaluated and operated in production.
Regulated healthcare technologyClinical platforms where data protection and auditability are design inputs.
Consumer fashion-techRecommendation and visual search at consumer scale.
AI and data architectureRetrieval, knowledge graphs, pipelines and the platform that ties them together.
Cloud platformsGoogle Cloud, AWS and Azure, as infrastructure as code.
Software engineeringFull-stack web, mobile and API products with AI built in.
Let's talk
Ready to bring your AI into tune?
Tell us the business goal. In a 30-minute call we'll show you how we'd score it — which instruments, in which order, measured how.