Solutions / 02 / Evaluation brief
Infrastructure evaluation before a workload, not after.
VantaCore AI approaches cloud infrastructure by mapping the architecture, the deployment responsibilities, the environments, and the operational ownership a workload would need — so the constraints are on the table before anything is committed. The intended technical scope references common enterprise platforms; that scope is confirmed against your environment rather than assumed.
Availability
Who it is for / Reader lens
What infrastructure constraints must be resolved before an AI workload can run responsibly?
Infrastructure, platform, and security decision-makers who own where workloads run and who is responsible for operating them.
Solutions / Proposed evaluation
What it would examine
These are design principles and questions to resolve, not delivered controls or confirmed support.
Architecture & constraints
Start from your architecture and constraints, not a reference stack
Responsibility boundary
Separate what you operate from what would be operated for you
Distinct environments
Treat environments — development, staging, production — as distinct
Design approach
- Make operational ownership explicit before deployment
- Name intended platforms as technical scope, never as a partnership
Scope to confirm
- Which cloud platforms and regions are in scope for your environment
- Where the workload sits and who controls that boundary
- The split of deployment and operational responsibilities
- Environment topology and promotion path
- Monitoring, logging, and change-management ownership
Before work begins
What needs to be in place.
A discussion needs a specific context and named owners, not an assumed deployment.
Inputs to bring
- A description of your current environment and its constraints
- The data-residency and network-boundary requirements that apply
- Named owners for infrastructure and for operations
- Any change-management or approval process the work must fit
The discussion
How an engagement would start
An engagement here begins by documenting the architecture and the responsibility split, so a decision about deployment can be made against real constraints. The read-out is an input to your own planning, not a build authorization.
How we distinguish claimsBring the specific question.
Share the workflow or constraints at a high level. This is a scoping discussion, not a commitment or an available product.