Guides on on-premise AI, privacy, models, hardware and compliance.https://www.privonis.comenhttps://www.privonis.com/blog/on-premise-vs-cloudhttps://www.privonis.com/blog/on-premise-vs-cloudWhy a growing number of European companies run their AI in-house instead of sending data to third-party APIs.Fri, 05 Jun 2026 00:00:00 GMTStrategyhttps://www.privonis.com/blog/token-costs-explodinghttps://www.privonis.com/blog/token-costs-explodingPer-token cloud pricing looks cheap in a demo — then usage scales and the invoice explodes. What Uber-scale adoption teaches every company.Wed, 03 Jun 2026 00:00:00 GMTCosthttps://www.privonis.com/blog/startups-private-aihttps://www.privonis.com/blog/startups-private-aiPrivacy, cost control and no vendor lock-in are pushing fast-moving startups to run their own models.Mon, 01 Jun 2026 00:00:00 GMTStartupshttps://www.privonis.com/blog/choosing-model-hardwarehttps://www.privonis.com/blog/choosing-model-hardwareMatching parameter size to your use case and budget — and the GPU that runs it well.Thu, 28 May 2026 00:00:00 GMTTechnologyhttps://www.privonis.com/blog/rag-knowledge-basehttps://www.privonis.com/blog/rag-knowledge-baseTurn your documents into a private assistant that answers with citations — without sending anything to the cloud.Mon, 25 May 2026 00:00:00 GMTApplicationshttps://www.privonis.com/blog/eu-ai-act-checklisthttps://www.privonis.com/blog/eu-ai-act-checklistWhat the AI Act means in practice and how on-premise AI helps you stay in control.Fri, 22 May 2026 00:00:00 GMTCompliancehttps://www.privonis.com/blog/fine-tuning-open-modelshttps://www.privonis.com/blog/fine-tuning-open-modelsWhen prompting is not enough: how to specialise an open model on your domain — privately.Tue, 19 May 2026 00:00:00 GMTTechnologyhttps://www.privonis.com/blog/ai-data-sovereignty-europehttps://www.privonis.com/blog/ai-data-sovereignty-europeWhere your data lives — and who can access it — is becoming a board-level question in Europe.Sat, 16 May 2026 00:00:00 GMTStrategyhttps://www.privonis.com/blog/gpu-buying-guidehttps://www.privonis.com/blog/gpu-buying-guideVRAM, throughput, power and budget: how to buy the right GPUs the first time.Wed, 13 May 2026 00:00:00 GMTHardwarehttps://www.privonis.com/blog/from-pilot-to-productionhttps://www.privonis.com/blog/from-pilot-to-productionMost AI pilots never ship. Here is how to cross the gap to real production value.Sun, 10 May 2026 00:00:00 GMTStrategyhttps://www.privonis.com/blog/ai-roi-calculationhttps://www.privonis.com/blog/ai-roi-calculationA simple framework to compare on-premise vs metered cloud — and find your break-even.Thu, 07 May 2026 00:00:00 GMTCosthttps://www.privonis.com/blog/air-gapped-aihttps://www.privonis.com/blog/air-gapped-aiFor the most sensitive environments: AI with no internet connection at all.Mon, 04 May 2026 00:00:00 GMTSecurityhttps://www.privonis.com/blog/copilots-for-teamshttps://www.privonis.com/blog/copilots-for-teamsThe difference between a demo and a tool people open every day.Fri, 01 May 2026 00:00:00 GMTApplicationshttps://www.privonis.com/blog/agents-automationhttps://www.privonis.com/blog/agents-automationBeyond chat: agents that take actions across your internal systems — safely.Tue, 28 Apr 2026 00:00:00 GMTApplicationshttps://www.privonis.com/blog/healthcare-private-aihttps://www.privonis.com/blog/healthcare-private-aiClinical documentation, triage and research assistants — without patient data leaving the building.Sat, 25 Apr 2026 00:00:00 GMTSectorshttps://www.privonis.com/blog/legal-private-aihttps://www.privonis.com/blog/legal-private-aiContract review, case-law search and drafting on confidential documents — kept confidential.Wed, 22 Apr 2026 00:00:00 GMTSectorshttps://www.privonis.com/blog/manufacturing-aihttps://www.privonis.com/blog/manufacturing-aiMaintenance copilots, visual inspection and production analytics — running locally, even offline.Sun, 19 Apr 2026 00:00:00 GMTSectorshttps://www.privonis.com/blog/quantization-inferencehttps://www.privonis.com/blog/quantization-inferenceHow to fit bigger models on smaller GPUs and serve them fast.Thu, 16 Apr 2026 00:00:00 GMTTechnologyhttps://www.privonis.com/blog/ai-security-hardeninghttps://www.privonis.com/blog/ai-security-hardeningThreat models and controls for self-hosted models, from access control to prompt-injection defence.Mon, 13 Apr 2026 00:00:00 GMTSecurityhttps://www.privonis.com/blog/eu-funding-aihttps://www.privonis.com/blog/eu-funding-aiGrants and programmes that can co-finance private AI and digitalisation.Fri, 10 Apr 2026 00:00:00 GMTFunding