Healthcare systems need AI that works in the clinic, not just in the lab.
Aimpact® brings AI into the healthcare enterprise — from intelligent diagnostics and clinical decision support to voice-enabled patient engagement and responsible AI governance. Built for scale. Designed for trust.
Healthcare is under systemic pressure.
AI is not optional — it is essential.
Across Europe and globally, healthcare systems face a convergence of challenges that no single technology or policy can solve alone. AI, applied responsibly and at the right points in the clinical pathway, can meaningfully reduce this pressure.
Diagnostic Errors in Hospital Settings
Hospital patients experience a diagnostic error during their care, according to the British Medical Journal. AI decision-support, applied responsibly, can significantly reduce this risk while keeping the clinician in control.
Healthcare Workforce Shortfall by 2030
The EU faces a shortage of 4.1 million healthcare workers by 2030 (European Parliament, Feb 2025). AI cannot replace clinicians — but it can amplify their capacity, reduce administrative burden, and prioritise what matters.
Fragmented Patient Journeys
Appointment booking, prescription management, and follow-ups remain disjointed across most healthcare systems, creating avoidable gaps in care continuity. Conversational AI can close these gaps at scale.
Regulatory Complexity is Increasing
Healthcare AI sits in the highest-risk classification under the EU AI Act. Responsible design, explainability, and human oversight are not optional — they are legal obligations. Getting this right from day one matters.
A complete AI capability stack
across the care pathway.
Aimpact® does not offer a single point solution. We bring together diagnostic intelligence, patient engagement AI, clinical workflow automation, custom model development, technology partnerships, and responsible AI governance — designed to work together or independently, depending on where you are in your AI journey.
AI Diagnostic Intelligence
Multimodal AI that analyses imaging, clinical text, lab results, and patient context to deliver explainable, evidence-backed diagnostic support for radiologists and clinicians.
- Radiology: X-ray, CT, MRI, PET analysis
- Pneumonia & TB detection — pilot-validated
- Explainable risk scores & evidence overlays
- Standards-based outputs (SR/SEG) for PACS/VNA
- Audit-ready, MDR-aligned architecture
Voice & Conversational AI
AI-powered patient engagement across voice, chat, WhatsApp, and web — resolving booking requests, triage queries, prescription reminders, and follow-ups end-to-end, 24/7.
- Voice-enabled appointment booking & enquiries
- Omnichannel: phone, app, WhatsApp, web
- Triage-based prioritisation for urgent cases
- Integration with hospital EHR & scheduling systems
- Human escalation built in — fully auditable
Clinical Workflow AI
AI embedded into clinical operations — from worklist prioritisation and radiologist assignment to governance, compliance tracking, and structured reporting from intake to sign-off.
- AI-powered worklist triage & case prioritisation
- Role-aware surfaces for clinical and admin teams
- Audit trails from intake to sign-off
- Structured reporting with prior comparison
- DICOMweb-native — no proprietary lock-in
Custom AI Model Development
Bespoke AI model development for healthcare use cases — from oncology pattern recognition and drug formulation prediction to genomic data integration and population health analytics.
- Modality-agnostic model architecture
- Validated on real clinical datasets
- Oncology, pathology, radiology, cardiology
- R&D Accelerator for pharmaceutical & cosmetic partners
- Explainability and bias assessment included
Healthcare Technology Partnerships
We partner with healthcare software providers, hospital groups, and MedTech developers to add AI capability to existing platforms — without replacing what already works.
- AI integration into existing PACS, HIS, EHR systems
- Technical co-development with MedTech partners
- Exclusive integration partnerships (e.g. Benelux)
- API-first architecture for ecosystem connectivity
- Go-to-market support for AI-enabled products
Responsible AI & Governance
Healthcare AI must be trusted before it is used. We design systems with regulatory compliance, explainability, human oversight, and ethical guardrails built in from the very first line of architecture.
- EU AI Act compliance — high-risk system design
- Human-in-the-loop: AI supports, clinician decides
- MDR-pathway design and documentation
- Fit4AI readiness assessment for healthcare orgs
- AI ethics and bias review services
Aimpact Diagnostics — AI that clinicians can trust.
Aimpact Diagnostics is our flagship healthcare product — a multimodal AI decision-support platform that connects imaging, clinical text, genomics, and patient context into a single, auditable clinical workflow.
It is not a concept or a prototype. It is a live platform, validated in real clinical settings, with measurable results. It is our proof that responsible, explainable AI can work in one of the most demanding environments in the world.
Intake & Ingestion
Studies arrive via DICOMweb or upload. Metadata preserved end-to-end. Zero proprietary lock-in.
AI Triage & Prioritisation
AI Diagnostic Agent flags critical cases, annotates findings, and prioritises the worklist automatically.
Radiologist Review
Clinician reviews AI annotations, confirms or overrides findings. Human judgement remains sovereign.
Reporting & Sign-off
Structured draft report with evidence overlays. Export-ready outputs aligned with clinical standards.
AI Quality & Governance Layer
Every action audited. Model performance monitored. Compliance checks embedded throughout.
Medical diagnosis requires comprehensive evaluation by qualified healthcare professionals. Aimpact Diagnostics provides decision support; final diagnoses remain with the clinician.
We partner with healthcare organisations — we don’t just sell to them.
Aimpact® brings advisory rigour, engineering depth, and regulatory awareness to every healthcare engagement. We work alongside clinical teams, IT directors, and hospital leadership to deliver AI that is trusted, explainable, and built to last.
Assess
Fit4AI-certified AI readiness assessment. We identify where AI will create genuine clinical and operational value — and where it won’t.
Design
Architecture, workflow integration, regulatory pathway, and governance framework — designed before a line of code is written.
Deploy
Modular deployment — start with one capability, expand across the care pathway. Integrates with existing PACS, HIS, and EHR systems.
Govern
Ongoing model monitoring, audit trail management, compliance reporting, and performance optimisation — AI you can be accountable for.
Built for healthcare leaders
at every level of the organisation.
Whether you are a hospital CIO evaluating AI infrastructure, a radiology department head looking for diagnostic support, or a healthcare IT director navigating EU AI Act compliance — we have a relevant conversation to have with you.
🏥 Hospital & Clinic Leadership
AI strategy, readiness assessment, vendor-neutral advisory, and pilot programme design. We help you make confident AI decisions — not just informed ones.
🖥️ Healthcare IT Directors
Standards-based architecture, PACS/VNA integration, DICOMweb interoperability, and MDR-aligned system design. AI that works with what you already have.
🔬 Radiology & Clinical Departments
AI diagnostic support that augments clinical expertise — faster turnaround, explainable results, and workflow tools designed for clinical reality, not demos.
💊 MedTech & Health Software Partners
We integrate AI capability into existing healthcare platforms — from co-development to exclusive go-to-market partnerships across the Benelux region.
🏛️ Public Health Institutions
AI for population health, diagnostic screening programmes, and public health infrastructure — aligned with EU standards, EHDS requirements, and responsible AI principles.
🎓 Research & Academic Partners
Collaborative R&D on AI model development, clinical dataset validation, and feasibility studies. Currently active: RDI-EFT feasibility study with Luxinnovation.
Let’s talk about AI in your healthcare organisation.
Whether you are exploring AI for the first time or ready to deploy at scale — Aimpact® can help you move forward with confidence.
