How to integrate large language models into your existing stack — on-premise and cloud-based strategies.

When integrating large language models into enterprise processes, the most critical decision is where the model runs. Cloud-based APIs offer speed and convenience; on-premise deployment offers data sovereignty and privacy.

A successful integration starts with a clear use case, a solid bridge to existing systems (ERP/CRM) and a measurable success metric. This is exactly how Evren AI builds tailored solutions without your data ever leaving your infrastructure.