🔒 Privacy & Data Architecture

Privacy is a
core architectural principle.

Not an afterthought. Your files live on your device. Sensitive data never reaches AI systems in raw form.

Data security and privacy protection
Core Commitments

What we guarantee — by design

  • Your files live on your local computer. Raw evidence files never leave your device unless you explicitly choose to upload them.
  • Sensitive data is anonymized before AI processing. All data is encrypted and anonymized before AI processing.
  • Data is rehydrated only after analysis. Identifying information is restored after AI processing completes — so your output is accurate and complete.
  • Our privacy layer is compliant with German and European data protection laws. GDPR-aligned anonymization at the core of every AI interaction.
  • OCR detection runs locally on your device. The initial extraction layer operates locally — no raw files are exposed to external systems.
  • Privacy-first by architecture. Every layer designed with data minimization as a default — not a setting.
Data Flow Architecture

How your data moves through the system

Every stage designed to minimize exposure of sensitive information.

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Local File
Raw evidence on your device
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OCR on Device
Local extraction — no upload
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Our privacy layer Anonymize
Sensitive data stripped
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AI Analysis
Anonymized data only
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Our privacy layer Rehydrate
Identifiers restored
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Case Output
Complete & accurate
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Local-first OCR

Detection software runs on the user's machine. Raw files never leave the local environment during extraction.

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Our privacy layer Anonymization

Before any AI interaction, names, addresses, identifiers, and sensitive markers are removed from the data stream.

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AI processes anonymized data only

The AI layer never sees raw identifying information. Analysis operates on clean, anonymized content only.

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Rehydration after analysis

Once AI analysis is complete, Data is rehydrated and returned only after analysis completes.

Compliance

Designed for European data protection standards

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GDPR-aligned

Our anonymization layer is GDPR-compliant by design.

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Data minimization

We process only what is necessary. No unnecessary data retention or third-party exposure.

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Data residency awareness

Local-first architecture ensures raw data residency stays with the user. Enterprise tiers will include configurable residency.

Data Protection

Your data. Your control.

Responsible Use

Current capabilities & limitations

⚠️ Important Notice

This platform provides structured legal insights generated by AI. It does not replace legal advice. Some scoring modules are still evolving. Model and evidence scoring refinement is ongoing. Final decisions should always be made with a qualified attorney.

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Evolving modules

Importance scoring, argument classification, and contradiction detection continuously refined.

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Model refinement

AI models updated as legal domain accuracy improves. All outputs should be reviewed by a qualified professional.

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Not legal advice

Quantum Law Intelligence provides structured intelligence — not legal advice. Always consult a licensed attorney.