AI use cases in Poland
3 documented implementations
Polish university hospital runs an on-premise Gemma-based AI platform for documentation, medication recommendations and demand forecasting
A university clinical hospital in Poland with 32 clinical departments needed AI under GDPR Article 9 constraints, so InTechHouse delivered an on-premise platform running Gemma on local GPU servers with MLOps tooling. The LLM is used only in a content-preparation layer; validated outputs are published to a local reference database that the hospital information system queries. Source reports precision@k of 0.80 against a 0.70 contractual requirement for medication recommendations, and 320 documentation schemas across 32 departments.
Sopra Steria Poland runs its AI CV and document analysis solution on OVHcloud GPU dedicated servers
Sopra Steria developed a CV and document analysis solution using AI algorithms and migrated the analysis to OVHcloud dedicated servers with GPUs on a private network, to get the computing power and EU-regulation-compliant data security the workload required. The source gives no quantified results.
Nest Bank rolls out Microsoft 365 Copilot to Polish staff, cutting workshop material prep time 90%
Nest Bank, a Polish bank focused on micro-entrepreneurs, migrated its data to Azure and Azure Databricks, first built an internal Azure OpenAI-powered admin assistant, then rolled out Microsoft 365 Copilot company-wide as one of the first companies in Europe to do so. Copilot cut the time to create workshop materials from an hour to five minutes (a 90% reduction) and is used to draft meeting agendas, summarize discussions and organize follow-up tasks, while the bank doubled sales and grew daily mobile transactions from 60,000 to 80,000 with the same headcount over 12 months.
