Context
A software vendor for court clerks wanted to embed AI directly into its platform to optimize processing time and accuracy for specific time-consuming clerk tasks.
Approach
Modular architecture structured by AI use cases (tailored LLMs). On-prem FastAPI AI stack, fully integrated into the existing tool via API, but also accessible to other users via secure API. TypeScript/SvelteKit portal.
Impact
Processing time divided by 20 on targeted tasks while meeting judicial confidentiality requirements.
Requests/year
+3 M
Time saved
-25 min
LLMFastAPIKeycloakTypeScriptSvelteKitPostgreSQL
What we delivered
- Critical use cases covered: case summaries, dossier validation, automated extraction of sensitive documents.
- Deployment inside the client's VPN with fine-grained monitoring and contractual SLAs.
- Self-service portal to generate API keys, track usage and troubleshoot calls.
- Re-annotation loops to improve models plus full audit tooling.
- Enablement plan with trainings, playbooks and dedicated support.
- TypeScript/SvelteKit front-end delivering a frictionless experience alongside legacy tools.
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