Sovereign Agentic AI
for European
Hospitals

AcceLUX delivers on-premise AI teammates that automate clinical workflows — fully CNPD/GDPR compliant, 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
📈
Scheduled
Patient Health Trajectory
Scheduled
🔒
Compliance
CNPD / GDPR by Design
Core
The Problem

Cloud AI is blocked.
Manual work is breaking hospitals.

European hospitals face a dual crisis: administrative overload is burning out staff, while existing AI tools are incompatible with CNPD/GDPR data-sovereignty rules. 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.

0

compliant cloud AI platforms available to Luxembourg hospitals. CNPD data-residency rules make standard SaaS AI tools legally undeployable in the EU.

The Platform

Expert Deep Agents for every
clinical workflow

AcceLUX AI Teammates slot into your existing EHR and IT infrastructure — no rip-and-replace. Every agent output requires explicit clinician approval, with full audit trails built in by design.

🏥
Medical Coding Agent
Operational MVP

Automates ICD-10-CM classification with high accuracy using custom knowledge bases. Reduces claim denials, downcoding, and audit exposure.

  • Grounded in ICD-10-CM & clinical guidelines knowledge base
  • Human-in-the-loop approval before 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 entirely without disrupting the care delivery process.

  • Real-time capture & structuring of clinical notes
  • Integrates with existing EHR systems non-disruptively
  • Clinician reviews and finalises every note
  • Sovereign audio processing — never leaves your facility
📈
Patient Health Trajectory (TSF Model)
Scheduled
SCHEDULED

Our proprietary Time Series Forecasting (TSF) transformer is purpose-built for longitudinal patient data. By fusing vitals, clinical notes, lab reports, and medical imaging into a unified patient representation, it detects health trajectory patterns too subtle for conventional monitoring — enabling earlier clinical intervention and stronger decision support. Designed from first principles, not adapted from general-purpose baselines, it represents AcceLUX's R&D frontier.

Platform Capabilities

A full suite of intelligent
hospital tools, locally deployed

Beyond the flagship clinical agents, AcceLUX's agentic platform includes a growing suite of purpose-built tools — all running on your infrastructure, all with clinician oversight.

📋

Clinical Guidelines Assistant

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.

Available
💬

Communication Assistant

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

Available
🔬

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.

Available

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

Competitive Advantage

The only platform built for
European sovereignty from day one

Our nearest EU comparable operates without a confirmed CNPD 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 cloud. No exceptions.
02
CNPD / GDPR by Design
Compliance is architectural, not a checklist. Built for Luxembourg's CNPD data-residency regime and EU AI Act requirements.
03
Multi-Agent Orchestration
Expert Deep Agents with deep reasoning layers, sub-agents, multi-tier memory, and specialised knowledge bases — not generic LLM wrappers.
04
Clinical Domain Depth
Curated ICD-10-CM knowledge base, proprietary TSF model, and a clinical workflow validation layer supported by active hospital practitioners.
⚖️
EU AI Act
Ready
Built for EU AI Act readiness — from day one
The EU AI Act's high-risk AI requirements for healthcare apply from 2027. AcceLUX's architecture is already aligned: every element required of high-risk AI systems is built in 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