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Credit-agreement violation detector for law firms
AI Product
LegalTech
Document analysis
On-premise
GDPR

Credit-agreement violation detector for law firms

AI analyzes contracts and computes the claim, data stays with the client

Client

Law firm

Industry

Legal / LegalTech

Scope of work

AI Product / Document analysis (on-premise)

Project duration

4 business days

Project overview

After a high-profile ruling a wave of cases over credit-agreement violations appeared, but analyzing each contract by hand is slow. We built a product for law firms that analyzes contracts locally - client data never leaves the firm server - and computes the claim value.

The challenge

A product for law firms had to combine data confidentiality with a reliable, non-hallucinating verdict.

Data confidentiality

Personal data of the firm clients cannot leave its server.

Verdict reliability

The violation assessment must be deterministic, not the opinion of a model that can hallucinate.

Different contract formats

PDF, scans, photos - the system must handle each and tell a contract from a random file.

Keeping up with the law

After new rulings the detection logic must be updated quickly.

Our solution

The solution runs from on-premise deployment to maintenance aligned with case law.

1

On-premise deployment

The system is set up on the firm server, which can use its own AI subscription, with no vendor lock-in.

2

Anonymization and extraction

Local anonymization of personal data plus OCR of scans; the agent sees only amounts and clause fragments.

3

Deterministic detector

Separate logic with no model involvement detects the violation and computes the claim in three variants.

4

Maintenance

Case-law monitoring and rule updates after new rulings, document generators and batch processing.

Describe what you want to improve - quote in 24h

Tell us what you need - an app, website or store, an integration or an AI agent. You get a concrete quote for what you want: what we will do, how much it costs and when we can start.

Project duration

4 business days

Scope of work

AI Product / Document analysis (on-premise)

Technologies

Agent SDK (4 backends: Claude/Codex)
OCR + local PII anonymization
Deterministic violation detector
Supabase queue + Docker/Coolify

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