# Report Preview

The delivered report contains these evidence-backed sections:

1. Executive readiness verdict
   - workload fit, current risk level, and scope limits
2. Hardware and runtime evidence
   - GPU model, VRAM allocation, driver/container runtime, topology, CPU/memory
3. Workload ownership and contention
   - which service owns each accelerator and where collisions can occur
4. Exposure and data-handling review
   - local/private boundary, ingress, authentication, backups, and retention questions
5. Model and license review worksheet
   - model, source, license, commercial-use condition, verification owner
6. Ranked remediation roadmap
   - action, owner, effort, dependency, acceptance test, and rollback note

Example finding format

| Severity | Evidence | Finding | Remediation | Acceptance test |
|---|---|---|---|---|
| High | GPU process report shows two services contending for the same device | Workload ownership is not explicit | Assign an exclusive GPU policy and drain VRAM before maintenance pilots | Each service sees only its assigned device and health probes pass |

No sample metrics, compliance results, revenue claims, or client findings are fabricated in this package.