Case Study: Someturva achieves days-to-minutes case processing for AI legal aid with Valohai

AI powered legal aid for social media harassment

Someturva, founded in 2017, provides AI-powered legal aid to help children and teenagers report and get advice on social media harassment and related crimes. Facing the challenge of building, iterating and scaling text-based classification and recommendation models to deliver timely legal guidance across jurisdictions, Someturva partnered with Valohai and adopted Valohai’s platform for model training orchestration, deployment and inference management.

Valohai implemented end-to-end model training, deployment/inference endpoints and scalable Kubernetes hosting, plus an audit trail and regular customer-success support to speed development. As a result, Someturva cut case processing time from days to hours or even minutes, gained full experiment traceability, and removed the burden of managing inference infrastructure — enabling faster iterations and easier expansion to new jurisdictions.

Someturva

Eija-Leena Koponen

Artificial Intelligence Lead