Pacific perspective / Control / 2 min read
Make the deployment boundary explicit.
A practical way to discuss location, access, and responsibility before placing an AI workload on dedicated infrastructure.
Location is the first question
An organisation considering dedicated AI infrastructure often starts with location. Where will the compute run, and where will its data live? Those are useful questions because they make the physical deployment concrete. They also open a wider conversation about the systems and people connected to it.
Reserved capacity and on-premises deployment offer different ways to organise that physical relationship. Choosing between them requires a view of the workload, the available site, the operating model, and the boundaries the organisation needs to maintain.
Access crosses more than one boundary
The physical enclosure is one boundary. Network access, administrative identity, application permissions, and data movement introduce others. A diagram of the deployment should make these relationships visible so that the customer and operator can agree who is responsible for each one.
Ask how a workload reaches its data, how an administrator reaches the equipment, and how service work is authorised. These questions help turn a general preference for control into decisions that can be documented and reviewed.
Scope reduction needs a defined scope
For CMMC-related discussions, Pacific's approach is framed around scope reduction. The starting point is to identify the relevant workload and its connections, then consider how a defined deployment boundary supports the customer's scope decisions.
A smaller physical footprint does not by itself establish a smaller assessment scope. Connected systems, users, and operating responsibilities still need to be understood. The customer should evaluate the proposed boundary with the people responsible for its requirements and assessment.
Write down the handoffs
An operating model is clearest at its handoffs. Who approves access? Who responds to an infrastructure issue? Who maintains the customer software? Which evidence does each team keep? These details make the responsibilities of customer, site operator, and infrastructure operator easier to follow.
The goal of the deployment discussion is a shared account of the system: where it runs, what connects to it, and who does what. That account belongs in the technical review and the signed agreement, so that the boundary remains useful after installation.