65%
Odsetek ankietowanych Polaków deklarujących korzystanie z narzędzi AI według raportu „E-commerce w Polsce 2026”
IAB Polska2026Poland
A software-emulated computer running on a physical host. It has its own operating system, virtual processor, memory, and disk, providing stronger isolation than application processes.
Why it matters
Provides full isolation: separate operating system, resources, and permissions on shared hardware. Failure or compromise of one machine does not affect others.
What's missing without it
Without virtualization, each service requires a dedicated physical server or shares a system with others — version conflicts or breaches can spread to everything.
When it is used
Used for separating environments (production/testing), isolating clients, and running systems with different requirements.
How we use it
A separate VM runs the AI worker to isolate its resources from the production CMS server.
Numbers worth knowing
Acronyms in data
470 000 000 000
IDC Worldwide AI and Generative AI Spending Guide 2026 V2 prognozuje, że europejskie wydatki na AI osiągną blisko 470 mld dolarów do 2030 roku
IDC09/2026Europe
470 000 000 000
Prognozowane całkowite wydatki na AI w Europie w 2030 roku według IDC Worldwide AI and Generative AI Spending Guide 2026 V2
IDC09/2026Europe
Figures from the same field — collected in our market data base.