FREQUENTLY ASKED QUESTIONS
Federal AI Procurement FAQ
Federal AI Procurement Frequently
Asked Questions
Answers to the questions federal procurement officers, program managers, and IT decision-makers ask most often when
evaluating AI and HPC infrastructure. Organized by topic for quick reference.
TAA Compliance
What is TAA compliance and why does it matter for federal hardware purchases?
The Trade Agreements Act of 1979 requires that products purchased by the federal government be manufactured in the United States or a TAA-designated country. Compliance is determined by where a product was substantially transformed, not simply where it was assembled. Most federal IT hardware acquisitions above the micro-purchase threshold are subject to this requirement under FAR Subpart 25.4.
How do I verify a vendor's TAA compliance claim?
Request a Manufacturer’s Certificate of Compliance and country of origin documentation before issuing a purchase order. Do not accept a verbal or written assertion of compliance without supporting documentation, since country of origin for individual components can differ from the final assembly location.
Which countries are excluded from TAA compliance?
Countries explicitly excluded from TAA compliance include China, Russia, India, Malaysia, and Thailand, among others. A substantial portion of global semiconductor and electronics manufacturing occurs in excluded countries, which means hardware can appear domestic while containing non-compliant components.
Contract Vehicles
What is the difference between GSA Schedule and NASA SEWP V?
GSA Schedule is the broadest federal contract vehicle, available to all federal agencies and eligible state and local governments under Cooperative Purchasing. NASA SEWP V is particularly well suited to high-value IT product procurements with a strong focus on current technology across all federal agencies. Most civilian agency AI hardware procurements can use either vehicle, while defense-specific acquisitions often use ITES-4H, ADMC 3, or 2GIT.
Can state and local governments purchase through GSA Schedule?
State and local governments can purchase IT and security-related products through GSA Schedule under the Cooperative Purchasing program, though this authority does not extend to all Schedule categories. Procurement officers should verify eligibility for their specific purchase category before initiating a GSA Schedule order.
Which contract vehicles does Ace Computers hold?
Ace Computers holds active contracts under GSA Schedule, NASA SEWP V, ITES-4H, ADMC 3, and 2GIT, providing federal buyers a compliant procurement pathway regardless of agency type or acquisition category.
Workload Assessment & Hardware Selection
How do I determine the right hardware configuration for my AI workload?
Start by identifying the workload category: inference, fine-tuning, training, or scientific simulation. Each has different requirements for GPU memory, processor core count, precision level, and storage throughput. A workload assessment conducted before procurement prevents the underspecification errors that drive the highest total cost of ownership.
What is the minimum GPU memory (VRAM) needed for AI workloads?
Requirements vary by workload. Inference workloads typically need 64GB or more of VRAM, fine-tuning workloads often require 128GB or more, and training workloads can require 256GB or more depending on model size. Scientific simulation workloads have separate requirements driven by FP64 precision needs rather than VRAM alone.
What is the difference between inference and training hardware requirements?
Inference workloads prioritize throughput and low latency with moderate memory requirements. Training workloads require significantly higher GPU compute density, larger memory configurations, and more robust storage and interconnect infrastructure to support the sustained, intensive computation that training from scratch demands.
Total Cost of Ownership
Why does purchase price alone give a misleading picture of AI infrastructure cost?
Purchase price captures only the acquisition cost. Total cost of ownership includes power consumption, cooling, maintenance, personnel training, and end-of-life disposal, which together can add 40 to 60 percent or more to the initial hardware cost over the system’s service life. High-density AI hardware is particularly susceptible to this gap due to substantial power and cooling requirements.
How much does power consumption add to AI infrastructure costs?
High-density AI servers can draw 10 kilowatts or more under sustained load. Over a multi-year service life, power costs for high-utilization AI infrastructure can approach or exceed the original hardware purchase price.
Security & Compliance
What does OMB M-22-09 require for federal AI hardware
OMB M-22-09 establishes the federal Zero Trust Architecture mandate, including device-level requirements for complete inventory and the ability to prevent, detect, and respond to incidents. This requires hardware supporting TPM-based attestation, secure boot, and firmware integrity verification, not just software-layer security controls.
What is NIST SP 800-223 and how does it apply to HPC and AI infrastructure?
NIST SP 800-223 establishes a zone-based reference security architecture specifically designed for HPC environments, dividing systems into Access, Management, Computing, and Data Storage zones with distinct security requirements for each. Its companion publication, SP 800-234, provides the practical control implementation guidance, and both apply directly to federal AI infrastructure given its architectural similarity to traditional HPC systems.
What is the RMF process and how does it apply to AI systems?
The Risk Management Framework is the federal process for assessing, authorizing, and monitoring the security of federal information systems, including AI infrastructure. AI systems introduce specific RMF considerations around model behavior, training data provenance, and output validation that traditional IT systems do not require, and procurement officers should engage their agency’s Authorizing Official early in the planning process.
Sustainability
Is EPEAT registration required for federal IT purchases?
FAR Subpart 23.7 requires federal agencies to procure environmentally preferable products, including EPEAT-registered electronics where EPEAT standards exist for the applicable category. Procurement officers should treat EPEAT registration as a required evaluation criterion for covered products.
What is EPEAT Climate+ and how is it different from standard EPEAT?
EPEAT Climate+ builds on the EPEAT Gold tier with additional, more rigorous criteria focused on greenhouse gas emissions reduction and supply chain transparency, representing a higher sustainability bar than EPEAT Gold alone.
Working with Ace Computers
Does Ace Computers conduct workload assessments before recommending hardware?
Yes. Every Ace Computers federal engagement begins with a workload assessment evaluating specific compute requirements, memory configuration, power constraints, and scalability horizon before any configuration is recommended.
Is Ace Computers hardware manufactured in the United States?
Yes. Ace Computers manufactures and integrates all systems at our ISO 9001-compliant facility in Des Plaines, Illinois, providing full TAA compliance documentation for federal purchases.
How can I get started with Ace Computers for a federal AI infrastructure project?
Contact our federal sales team to begin a workload assessment and discuss configuration options, contract vehicle pricing, and compliance documentation for your specific program requirements.