How We Research, Write, and Verify Every Article
Technical content is only valuable if it is accurate. Every DCS Global Learning Center resource is authored by certified infrastructure engineers, reviewed for technical accuracy, and updated when the underlying technology changes. Published standards. Auditable process. No AI-generated filler.
Our Core Editorial Commitments
The same rigor we apply to infrastructure engineering, we apply to infrastructure content. Author credentials, review process, update policy — all published, all verifiable.
Expert Authorship
Every article is written by a named DCS Global engineer or technical specialist with verifiable credentials in the subject area. We do not publish content from anonymous contributors, marketing staff, or AI-generated text without expert review and attribution.
Technical Accuracy
All technical claims are verified against primary sources: manufacturer specifications, IEEE and ASHRAE standards, NFPA codes, Uptime Institute guidelines, and peer-reviewed research. We do not publish unverified performance claims or speculative benchmarks.
No Vendor Sponsorship
DCS Global does not accept payment for editorial coverage, sponsored content placement, or favorable product reviews. Technology recommendations are based solely on technical merit and suitability for the described use case.
Transparent Conflicts
Where DCS Global has a commercial relationship with a technology vendor (authorized reseller, implementation partner), this relationship is disclosed in the relevant article. Our editorial positions are independent of commercial relationships.
Regular Review Cycle
Technical content is reviewed for accuracy on a 12-month cycle or when significant industry changes occur (new product generations, updated standards, regulatory changes). The last-reviewed date is displayed on every article.
Corrections Policy
When errors are identified — by readers, subject matter experts, or our own review process — we correct them promptly and note the correction at the bottom of the article. We do not silently edit published content to remove errors.
The Editorial Process
Every article in the Learning Center follows this five-step process before publication.
Topic Selection & Scope Definition
Internal processTopics are selected based on demonstrated client need, search demand for infrastructure guidance, and gaps in publicly available technical resources. The scope is defined to ensure the article addresses a specific, answerable question — not a broad marketing topic.
Primary Research & Source Gathering
1–5 daysThe assigned author gathers primary sources: manufacturer technical documentation, relevant IEEE/ASHRAE/NFPA standards, Uptime Institute guidelines, and peer-reviewed research. DCS Global field experience and project data are incorporated where relevant and non-confidential.
Draft Authorship
2–10 daysThe article is written by the named author — a DCS Global engineer with direct expertise in the subject area. The author is responsible for the accuracy of all technical claims and the practical applicability of all recommendations.
Technical Peer Review
2–5 daysThe draft is reviewed by at least one additional DCS Global engineer with credentials in the subject area. The reviewer checks technical accuracy, identifies unsupported claims, and flags content that may be outdated or context-dependent.
Publication & Ongoing Maintenance
OngoingPublished articles display the author name, credentials, publication date, and last-reviewed date. Articles are scheduled for review on a 12-month cycle. Reader feedback and corrections are reviewed by the original author or a qualified substitute.
Author Qualifications
DCS Global Learning Center content is authored by the following credentialed infrastructure specialists. All credentials are verified by DCS Global HR and available for confirmation upon request.
DCS Global's AI and HPC infrastructure practice designs and deploys GPU clusters, AI fabric networks, and high-density cooling systems for enterprise and government clients. The team holds NVIDIA DGX-certified architect credentials and Cisco CCIE certifications, with deep expertise in InfiniBand and RoCEv2 fabric design, LLM training infrastructure, and high-density thermal management.
DCS Global's engineering practice is led by licensed Professional Engineers and Uptime Institute Accredited Tier Designers with extensive experience in Tier III and Tier IV certification projects. The team authored DCS Global's AI infrastructure design standards for GPU density above 100 kW per rack and serves as the final technical reviewer for all engineering publications.
DCS Global's cybersecurity and compliance practice holds CISSP, CISM, and ISO 27001 Lead Auditor certifications and is responsible for DCS Global's SOC 2 Type II certification, FISMA compliance programs, and zero-trust architecture deployments for government and financial services clients. The team reviews all security and governance content published in the Learning Center.
DCS Global's operations and delivery team oversees nationwide field operations, project delivery, and supply chain. BICSI RCDD and PMP certified professionals lead data center projects across the United States — from single-rack deployments to large-scale greenfield builds. The team reviews all operational methodology content.
Credential Verification
All credentials listed for DCS Global authors are verified by our HR department. Certification bodies for listed credentials include: BICSI (RCDD), PMI (PMP), Cisco (CCIE), NVIDIA (DGX Certified), (ISC)² (CISSP), ISACA (CISM), ISO (Lead Auditor), NCEES (PE), Uptime Institute (ATD), AICPA (CPA). Credential verification requests from qualified parties can be directed to [email protected].
Source Standards
Technical claims in DCS Global Learning Center articles are supported by the following categories of primary sources.
Industry Standards Bodies
- IEEE (Institute of Electrical and Electronics Engineers)
- ASHRAE (American Society of Heating, Refrigerating and Air-Conditioning Engineers)
- NFPA (National Fire Protection Association)
- TIA (Telecommunications Industry Association)
- BICSI (Building Industry Consulting Service International)
Certification & Rating Bodies
- Uptime Institute Tier Standards
- NETA (InterNational Electrical Testing Association)
- UL (Underwriters Laboratories)
- ENERGY STAR (EPA)
- Green Grid (PUE/WUE standards)
Manufacturer Technical Documentation
- Official product datasheets and technical specifications
- Vendor white papers (disclosed as vendor source)
- Hardware compatibility matrices
- Installation and operations manuals
- Firmware and software release notes
DCS Global Field Experience
- Project data from completed engagements (anonymized)
- Commissioning test results and performance baselines
- Field observations from 2,400+ completed projects
- Internal engineering standards and design guidelines
- Post-occupancy performance data (with client consent)
Update and Corrections Policy
Scheduled Review Cycle
All Learning Center articles are reviewed for technical accuracy on a 12-month cycle. The review date is updated when the content is confirmed current or when corrections are made. Articles covering rapidly evolving topics (GPU architectures, AI frameworks, cooling standards) are reviewed more frequently.
Triggered Reviews
Articles are reviewed immediately when: a new product generation supersedes referenced hardware, a relevant standard is updated or replaced, a significant industry event changes best practices, or a reader or subject matter expert identifies a potential error.
Corrections Transparency
When a factual error is corrected, a correction notice is added to the article noting what was changed and when. Minor corrections (typos, formatting) are made without notice. Substantive corrections (technical claims, specifications, recommendations) are always noted.
Submitting Corrections
Readers who identify potential errors or outdated information are encouraged to contact us at [email protected] with the article URL and a description of the concern. All submissions are reviewed by the original author or a qualified substitute within 5 business days.
What We Do Not Publish
These content types are explicitly excluded from the DCS Global Learning Center.
Questions About Our Editorial Standards?
For questions about our editorial process, author credentials, content corrections, or to report a potential error, contact us directly.