Evaluation guide
Notes from the desk
When to evaluate on-prem GPU pods. Long-form, then a handoff to pacificmachines.com.
CMMC vs public cloud: when to evaluate an on-prem GPU pod
A decision guide for teams whose customer just asked where CUI lives. Full versus-pages stay on the mothership.
When a reserved GPU pod beats a neocloud waitlist
A decision guide for teams stuck between a CoreWeave or Lambda queue and a reserved, single-tenant module they can point at.
30-Day On-Prem GPU Pod Pilot Checklist for Security and ISSM Review
A practical evaluation framework for testing an on-prem GPU pod with security, infrastructure, and ML stakeholders in the room.
How to Evaluate GPU-Pod Admin Access Before You Approve Deployment
An ISSM should be able to explain exactly who can administer the GPU pod, how they authenticate, what vendors can reach, and what happens during emergencies.
How to Evaluate a Reserved B300 Capacity SLA Before You Sign
An infra buyer should read a reserved B300 SLA as an operating contract: what capacity is actually reserved, when it becomes usable, what can interrupt it, and what happens when the supplier misses.
How to Evaluate a Reserved B300 Substitution Clause Before You Sign
Reserved B300 means less if the contract lets the supplier replace the GPU, system configuration, or deployment location without your approval.
How to Evaluate Data Residency and Audit Trails for On-Prem GPU Pods
Use data-flow maps and sample evidence—not architecture labels—to compare on-prem GPU pods with public cloud for sensitive workloads.
How to Evaluate Remote Support Access to an On-Prem GPU Pod
Before approving vendor support, define who can enter the boundary, what they can do, and what information can leave.
How to Evaluate Key Management for an On-Prem GPU Pod
“Private” infrastructure is not enough: determine who controls the keys that unlock datasets, model weights, disks, backups, and recovery paths.
How to Evaluate Offboarding and Exit for an On-Prem GPU Pod
The exit plan is not “wipe the disks”—it is a verifiable account of what was removed, what was destroyed, what was returned, and who signed off.
How to Evaluate Firmware and Patch Ownership on an On-Prem GPU Pod
Before production data lands, know who can change BIOS, BMC, GPU firmware, and drivers—and who signs the risk when a patch breaks a locked stack.
How to Evaluate Network Isolation on an On-Prem GPU Pod
Compare enforceable traffic paths—not architecture labels—when deciding between an on-prem GPU pod and multi-tenant public cloud for controlled workloads.
How to Evaluate Logging and SIEM Integration on an On-Prem GPU Pod
Evaluate whether your team can reconstruct an incident—not just whether a GPU platform says it supports logging.
How to Evaluate GPU Pod Media Sanitization and Secure Wipe
An ISSM’s playbook for testing whether sensitive workload data is actually gone before hardware exits or capacity is reassigned.
How to Evaluate GPU-Pod Physical Access, Badge Control, and Visitor Logs
An ISSM’s checklist for deciding whether a secured building actually provides a defensible physical boundary around an on-prem GPU pod.
How to Evaluate Change-Management Boards for an On-Prem GPU Pod
A buyer’s ISSM checklist for testing whether change approvals preserve the intended CUI boundary—not merely produce meeting minutes.
How to Evaluate Vulnerability-Scan Evidence Packs for a GPU Pod Pilot
A buyer’s ISSM checklist for separating a scanner report from defensible vulnerability-risk decisions.
How to Evaluate Clock Sync and Audit Timestamp Integrity on an On-Prem GPU Pod
Ask for measured clock behavior and traceable timestamps—not just confirmation that NTP is enabled.
How to Evaluate Break-Glass Procedures Without Breaking CUI Boundaries
An ISSM/CISO procurement checklist for evaluating emergency GPU-pod access without quietly expanding the CUI boundary.
How to Evaluate Tenant Crypto Separation on Shared Management Planes
Before approving an on-prem GPU pod, verify that one tenant’s administrators, workloads, and automation cannot use another tenant’s cryptographic authority.
How to Evaluate Portable Media and Removable Device Policy on GPU Pods
An evaluation checklist for security and ISSM reviewers deciding what may cross an on-prem GPU pod boundary—and under whose authority.
How to Evaluate Secrets-Rotation Cadence Without Breaking Training Jobs
Test whether credentials can expire, renew, and be revoked safely while training keeps running—not just whether a rotation policy exists.
How to Evaluate Container Escape Monitoring on Shared GPU Hosts
Require proof that suspicious container activity becomes an attributable, actionable alert—not just another host log.
How to Evaluate Out-of-Band Management Network Isolation for GPU Pods
Treat the management plane as a separate security boundary—not a footnote to production network isolation.
How to Evaluate Immutable Backup Targets for GPU Pod Audit Logs
Test what privileged users cannot change—not just whether a backup console says “immutable.”
How to Evaluate Time-Bound Privileged Roles for Contractor GPU Access
Treat temporary privilege as a testable lifecycle—not an account with a calendar reminder.
How to Evaluate Secure Boot and Measured Boot Evidence on GPU Hosts
Ask what the host enforces, what it measures, and whether your team can independently verify both.
How to Evaluate Hardware Root-of-Trust Attestation on GPU Hosts
Demand proof that the GPU host answering your challenge is the enrolled machine in an approved measured state—not merely a server with secure boot enabled.
How to Evaluate Secret-Zeroization on GPU Pod Decommission
Before accepting a retired GPU pod, require evidence that its old identities and decryption paths no longer work—not just that its operating system was rebuilt.
How to Evaluate Privileged-Session Recording Retention for GPU Admins
Test whether privileged recordings remain complete, trustworthy, and retrievable when a GPU incident becomes an investigation.
How to Evaluate Tenant-Scoped KMS Key Policies on Shared GPU Hosts
Test whether key authorization follows the tenant—not merely the host, service account, or alias.
How to Evaluate Bastion Host Jump Paths into GPU Pod Management Planes
A founder’s checklist for proving who can reach privileged interfaces, through which gates, and with what evidence.
How to Evaluate Immutable Firmware Update Channels on GPU Hosts
A founder's playbook for testing which firmware can reach your GPU pod, who can authorize it, and what evidence survives.
How to Evaluate Emergency Credential Break-Glass Drill Cadence for GPU Pods
Test whether emergency access works on schedule—not merely whether a sealed credential exists.
How to Evaluate Privileged-Access Workstation Requirements for GPU Pod Admins
A founder’s checklist for evaluating the hardened endpoint behind every privileged GPU pod session.
How to Evaluate Admin Session Timeout Policies on GPU Pod Management Planes
Test whether unattended privileged access actually stops—not whether an SSO dashboard displays a timeout setting.
How to Evaluate Privileged Command Allowlists on GPU Pod Bastions
Judge privileged access by what an administrator can execute—not just whether they passed through an approved login.
How to Evaluate Console Access Logging Completeness on BMC Paths
For Supermicro HGX B300 on-prem GPU pods, test whether every management-console route leaves a buyer-verifiable access trail—not just a “logging enabled” checkbox.
How to Evaluate API Rate Limits on GPU Pod Control Planes
For Supermicro HGX B300 on-prem GPU pods, test whether management throttles preserve operational access—not just whether a quota exists.
How to Evaluate Service Account Scopes on GPU Pod Control Planes
Evaluate what each automation identity can do—not just who can log in—before accepting an on-prem GPU pod management boundary.