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
AI pre-analysis runs in parallel with business workflows: up to 1,600 cases processed per day on a first use case, with a significant time-saving equivalent while meeting judicial confidentiality requirements.
Cases / day
1,600
Equivalent saved
≈16 p.d / day
FR court registries served
30%
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.
Want to explore a similar use case?
Let's align on your next data, app or AI priority and draft an actionable roadmap in days.