Sovereign Agentic AI
for Luxembourg
Hospitals

AcceLUX delivers on-premise AI teammates that automate clinical workflows — running locally on your infrastructure, with human-in-the-loop oversight at every step.

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30%
of clinician time lost
to administrative tasks
100%
on-premise — your data
never leaves your servers
🏥
Flagship Agent
Medical Coding Agent
Operational MVP
🎙️
Flagship Agent
Ambient Documentation
In Dev
📋
Clinical Tools
Clinical Guidelines Assistant
Operational MVP
The Problem

Cloud AI is blocked.
Manual work is breaking hospitals.

Luxembourg hospitals face a dual crisis: administrative overload is burning out staff, while existing AI tools cannot meet strict data residency and local privacy requirements. AcceLUX solves both.

30%+

of clinician and administrator time is consumed by manual coding, documentation, scheduling, and workflow routing — time that should be with patients.

€B+

in revenue lost annually across EU hospitals to coding errors, claim denials, downcoding, and delayed billing cycles — all addressable with AI.

No standard
SaaS platform

meets Luxembourg's data residency requirements. Every cloud-based clinical AI tool processes data on servers outside the Grand Duchy — making them legally undeployable without compromising sovereignty.

The Platform

Expert AI Agents for every
hospital workflow

AcceLUX AI teammates slot into your existing EHR and IT infrastructure without disruption. Every agent output requires explicit clinician approval, with full audit trails built in by design. New agents and capabilities can be added rapidly through AcceLUX's built-in agent registry — expanding clinical coverage at low incremental cost.

🏥
Medical Coding Agent
Operational MVP

Automates ICD-10-CM classification using a curated clinical knowledge base. Reduces claim denials, downcoding, and audit exposure — with a human approving every code before submission.

  • Grounded in ICD-10-CM & clinical guidelines knowledge base
  • Human-in-the-loop approval before any submission
  • Full audit trail & explainable decisions
  • Runs 100% on-premise — zero cloud dependency
🎙️
Ambient Documentation Agent
In Development

Captures and structures clinical notes in real time during consultations. Eliminates manual entry without disrupting the care delivery process — the clinician reviews and signs off on everything.

  • Real-time capture & structuring of clinical notes
  • Non-disruptive integration with existing EHR systems
  • Clinician reviews and finalises every note
  • Sovereign audio processing — audio never leaves your facility
📋
Clinical Guidelines Assistant
Operational MVP

Query your hospital's internal protocols, coding rules, and regulatory guidelines in natural language. Instant, grounded answers drawn from your own documentation — not the open internet.

  • Grounded in your hospital's own documentation
  • Covers coding rules, clinical protocols, and compliance guides
  • Natural language queries — no training required
  • Fully on-premise — no external data exposure
Additional Capabilities
💬

Communication Assistant

Draft and polish clinical communications, translate documents across French, English, and German, and prepare patient-facing materials — entirely on-premise.

Operational MVP
🔬

Clinical Research Assistant

On-demand support for literature review, rare condition research, drug interaction queries, and protocol lookup — giving clinicians research depth without leaving their workflow.

Operational MVP
⚙️

Extensible Architecture

New clinical agents can be registered and deployed rapidly through AcceLUX's built-in agent registry — expanding your platform's capabilities without rebuilding core infrastructure, at a fraction of the cost of a new system.

Auto-Registry
🔬 Patient Health Trajectory (TSF Model) Scheduled

Purpose-built, locally deployed — not a repackaged cloud AI product.

Competitive Advantage

The only platform built for
Luxembourg sovereignty from day one

Our nearest comparable operates without a confirmed data-residency posture or on-premise model. AcceLUX's moat compounds across four dimensions that competitors cannot retrofit cheaply.

01
On-Premise Deployment
All inference runs locally on hospital hardware. Patient data never transits to any external server — not even for performance.
02
Compliant by Design
Data residency and privacy compliance is architectural — built into the foundation, not retrofitted as a checklist. Your legal team sleeps easier.
03
Multi-Agent Orchestration
Expert deep agents with reasoning layers, sub-agents, multi-tier memory, and specialised knowledge bases — not generic LLM wrappers doing light summarisation.
04
Clinical Domain Depth
Curated ICD-10-CM knowledge base, ambient documentation pipelines, and clinical workflow design validated by active hospital practitioners.
⚖️
EU AI Act
Ready
Architected for EU AI Act readiness across risk tiers
Depending on deployment context, individual agents may fall under different EU AI Act risk classifications. AcceLUX is built to meet the requirements of any tier — the mechanisms demanded by the most stringent risk levels are embedded by design, not retrofitted at deadline.
Human-in-the-loop oversight Full audit trails Explainable decisions Technical documentation Risk management by design
Founder
Hamidreza Dehghani, PhD
Hamidreza Dehghani, PhD
Founder & CEO
LinkedIn ↗
"I spent ten years automating the unsolvable in computational science. Then I looked at what clinicians actually do all day and realised the same tools apply."
15+
peer-reviewed
publications
10+
years computational
AI research
UL · LIST
Luxembourg research
institutions

Let's build the future of healthcare AI — locally.

Whether you're a hospital looking to pilot, an investor exploring HealthTech, or a potential advisor — we'd love to talk.

Get in Touch Request a Pilot
info@accelux.ai  ·  hamidreza.dehghani@accelux.ai  ·  Luxembourg