DEPLOYMENT & SIZING

The right system begins with the work.

Private AI infrastructure should be selected around what people need E-QUERY to do, how often they need it, and how quickly the experience must respond.

Employee count provides a practical starting point, but it does not determine capacity by itself. EMLI validates the starting point against the organization’s workflows, expected usage, and performance requirements.

Office-ready infrastructure

E-QUERY can be deployed on a professionally configured tower workstation without requiring a traditional data-center rack. The final design considers performance, reliability, acoustics, cooling, networking, physical placement, and available electrical capacity.

Four factors shape the recommendation

Starting points for growing organizations

EMLI uses company size to begin the conversation, then validates the recommendation against real workflows and expected demand.

These ranges are planning guides, not fixed hardware promises. The initial system can expand as adoption, workloads, or performance requirements grow.