Sovereign OCR Solution for Medical Records and Healthcare Data

Manual retrieval replaced with instant semantic search.

Client

Private medical practice

Project

Clinical Records Archive

Year

2026

(01) Overview

Overview

An Austrian private medical practice needed to digitize a massive paper archive of patient records to speed up clinical workflows. Because GDPR and strict local health data laws prohibited public AI models or standard cloud platforms, Axia built a custom German-language medical OCR pipeline. The system handles handwriting and complex terminology, deployed entirely on-premise for total data sovereignty.

  • Clinical Records Archive

  • Private medical practice

  • Self-hosted private cloud

  • German-language clinical OCR

(02) Solution

Sovereign Deployment

Bypassed third-party architecture by deploying on the client's private cloud to ensure full data sovereignty.

Bulk Digitization Pipeline

High-throughput system ingests bulk scans, auto-correcting contrast, deskewing, and noise.

Instant Semantic Search

Structured digital records enable instant history lookups, turning paper archives searchable.

(03) Results

Results

  • 90%+ Operational time saved

  • 100% Air-gapped data security

  • 1000s Records digitized in one batch

Outcome: Manual retrieval replaced with instant semantic search.

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What clients often ask?

What clients often ask?

What clients often ask?

We embed as your in-house AI engineering team. From RAG pipelines and voice AI to custom agent architectures, we design, build, and ship production-grade AI systems that run reliably at scale.

We're not a transactional vendor. Our Forward Deployed Engineers integrate directly into your codebase, sprint cadence, and daily workflows — taking full ownership from architecture to deployment.

You do — 100%. Everything we design, write, and deploy belongs completely to your company from day one. No licensing, no lock-in, no strings attached.

Most engagements move from initial POC to a working production system in weeks, not quarters. We validate the core idea fast, then harden it — security, latency, and reliability included.

We embed as your in-house AI engineering team. From RAG pipelines and voice AI to custom agent architectures, we design, build, and ship production-grade AI systems that run reliably at scale.

We're not a transactional vendor. Our Forward Deployed Engineers integrate directly into your codebase, sprint cadence, and daily workflows — taking full ownership from architecture to deployment.

You do — 100%. Everything we design, write, and deploy belongs completely to your company from day one. No licensing, no lock-in, no strings attached.

Most engagements move from initial POC to a working production system in weeks, not quarters. We validate the core idea fast, then harden it — security, latency, and reliability included.

We embed as your in-house AI engineering team. From RAG pipelines and voice AI to custom agent architectures, we design, build, and ship production-grade AI systems that run reliably at scale.

We're not a transactional vendor. Our Forward Deployed Engineers integrate directly into your codebase, sprint cadence, and daily workflows — taking full ownership from architecture to deployment.

You do — 100%. Everything we design, write, and deploy belongs completely to your company from day one. No licensing, no lock-in, no strings attached.

Most engagements move from initial POC to a working production system in weeks, not quarters. We validate the core idea fast, then harden it — security, latency, and reliability included.

Not sure where to start?

We're here to guide you through every step, from your first idea to a beautifully finished landscape

Get Free Consultation
Get Free Consultation
Not sure where to start?

We're here to guide you through every step, from your first idea to a beautifully finished landscape

Get Free Consultation