Model Operations

Model hosting should behave like a business capability, not a science project.

Astrum's local model hosting pages should explain how private AI systems can run on customer-owned hardware, serve internal portals, and stay maintainable over time instead of becoming abandoned prototypes.

Hosting

Run models on owned infrastructure

Keep core capability on the customer's own environment with a support plan that fits the size and pace of the organization.

Portals

Serve internal users through familiar interfaces

Use internal portals and browser-based access so the system feels usable to normal staff instead of requiring specialist habits.

Support

Maintain and improve over time

Local hosting only creates long-term value if it is paired with maintenance, upgrade logic, and a realistic operating plan.