Understand Business Like AI

Training Example: Penguin Solutions, Inc. – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in IT Services, Hosting & Managed Services
Generic Claims: your technology partner, 99.9% uptime guaranteed, enterprise-grade solutions at SMB prices, we keep your business running…
Red Flags: uptime guarantees without SLA documentation, vendor partner claims without tier specification, cybersecurity services without security certifications, no data centre location or ownership clarity…
Semantic Drift Patterns: homepage claims enterprise but services are break-fix for small offices, claims proactive monitoring but service page describes reactive support, homepage shows cloud expertise but offerings are basic hosting resale, claims cybersecurity expertise but no security-specific certifications…
Proof Expectations: specific vendor certifications with partner tier, published SLA terms with penalty clauses, data centre locations and tier ratings, ISO 27001 or SOC 2 certification details…

Penguin Solutions, Inc.

(https://smartm.com) 📸 Data Snapshot: June 20, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Designing & Building Data Center AI Infrastructure at Scale (https://smartm.com)
Title

Designing & Building Data Center AI Infrastructure at Scale

H1 The AI Factory Platform Company
H2 Designing, Building, Deploying, & Managing AI Factories Globally
H2 Full-Stack AI Factory Platform
H2 Customers TrustPenguin Solutions
H2 Unmatched Expertise inIndustry-Specific Solutions
H2 AI InfrastructureComprehensive Services
H2 Precision Engineered forAccelerated Performance
H2 OriginAI®
H2 ClusterWareAI™
H2 Delivering NVIDIA DGX-Ready Managed Services
H2 Stratus ztC Endurance®
H2 Stratus ztC Edge®
H2 Stratus everRun®
H2 Introducing the New Family of CXL® Add-in-Cards (AICs)
H2 Ultra-High Reliability Zefr ZDIMM Memory Modules
H2 Next-Generation Data Center SSDs
H2 Latest from Penguin Solutions
H2 Talk to Our Experts
H2 The AI Factory Platform Company
H3 25+
H3 99,000+
H3 4+ Billion
H3 Dell Technologies Names Global Alliances Americas AI Partner of the Year
H3 Scaling the Memory Wall: HBM, CXL, and the New GPU Playbook
H3 Penguin Solutions Featured on USA Today’s Climate Leaders 2026
H3 Penguin Solutions Powers Deepgram's Enterprise Voice AI Infrastructure
H3 Penguin Solutions Introduces First Production-Ready CXL-Based KV Cache Server
H3 Penguin Solutions Announces CEO Transition
H3 Sandia Announces Spectra Supercomputer Installed by Penguin Solutions
H3 Penguin Solutions Releases ICE ClusterWare Management Software 13.0
H3 Our CEO, Mark Adams, Recently Spoke with Scott McGrew on NBC News
H3 CEO & President Mark Adams Joins the Micro Journeys Podcast
H3 SK Telecom Launches Sovereign AI Infrastructure, Powered by NVIDIA
H3 Five Critical Design Considerations for AI Infrastructure
H3 Penguin Solutions Signs Agreement with CDW Expanding Customer Reach
H3 Stratus ztC Endurance Named “HPC Solution of the Year”
H3 Penguin Solutions' OriginAI Honored as a Winner in the 2025 AI Excellence Awards
H3 Penguin Solutions Supports Pure Storage Introduction of FlashBlade//EXA™
H3 Penguin Solutions Expands Its AI Infrastructure Management Software
H3 Rebellions Partners on Strategic Collaboration Initiative
H3 Mark Seamans Discusses Simplifying AI Complexity with Data Management
H3 Penguin Solutions Signs AI Data Center Collaboration Agreement with SK Telecom and SK hynix
H3 Penguin Solutions Named in Top Five Vendors to Watch in 2024 HPCwire Readers’ and Editors’ Choice Awards
H3 OriginAI Infrastructure Now Available with Additional GPUs and Enhanced Cluster Management Capabilities
H3 Penguin Solutions Accelerates Time to Value for AI Factories
H3 Penguin Solutions Selected as the Managed Services Partner for Voltage Park’s NVIDIA Clusters
H3 Sandia Partners With NextSilicon and Penguin Solutions to Deliver ‘First of its Kind’ Runtime Reconfigurable Accelerator Technology
H3 AI Makes Mark on Engineering Education
H3 Georgia Tech Unveils New AI Makerspace in Collaboration with NVIDIA
H3 The Infrastructure Behind the Outputs: Cloud and HPC Unlock the Power of AI
H3 Shell Deploys Cooling Immersion Pods in Texas Data Center
H3 Supercomputing Platform From Penguin Solutions Installed at DoD Site
H3 Meta Is Building the World’s Fastest AI Supercomputer
H3 Get in touch
H3 Partners
H3 Company
NAV_HEADER_REPEATED Designing & Building Data Center AI Infrastructure at Scale (https://smartm.com/en-us/products/finder/)
Title

Designing & Building Data Center AI Infrastructure at Scale

H1 The AI Factory Platform Company
H2 Designing, Building, Deploying, & Managing AI Factories Globally
H2 Full-Stack AI Factory Platform
H2 Customers TrustPenguin Solutions
H2 Unmatched Expertise inIndustry-Specific Solutions
H2 AI InfrastructureComprehensive Services
H2 Precision Engineered forAccelerated Performance
H2 OriginAI®
H2 ClusterWareAI™
H2 Delivering NVIDIA DGX-Ready Managed Services
H2 Stratus ztC Endurance®
H2 Stratus ztC Edge®
H2 Stratus everRun®
H2 Introducing the New Family of CXL® Add-in-Cards (AICs)
H2 Ultra-High Reliability Zefr ZDIMM Memory Modules
H2 Next-Generation Data Center SSDs
H2 Latest from Penguin Solutions
H2 Talk to Our Experts
H2 The AI Factory Platform Company
H3 25+
H3 99,000+
H3 4+ Billion
H3 Dell Technologies Names Global Alliances Americas AI Partner of the Year
H3 Scaling the Memory Wall: HBM, CXL, and the New GPU Playbook
H3 Penguin Solutions Featured on USA Today’s Climate Leaders 2026
H3 Penguin Solutions Powers Deepgram's Enterprise Voice AI Infrastructure
H3 Penguin Solutions Introduces First Production-Ready CXL-Based KV Cache Server
H3 Penguin Solutions Announces CEO Transition
H3 Sandia Announces Spectra Supercomputer Installed by Penguin Solutions
H3 Penguin Solutions Releases ICE ClusterWare Management Software 13.0
H3 Our CEO, Mark Adams, Recently Spoke with Scott McGrew on NBC News
H3 CEO & President Mark Adams Joins the Micro Journeys Podcast
H3 SK Telecom Launches Sovereign AI Infrastructure, Powered by NVIDIA
H3 Five Critical Design Considerations for AI Infrastructure
H3 Penguin Solutions Signs Agreement with CDW Expanding Customer Reach
H3 Stratus ztC Endurance Named “HPC Solution of the Year”
H3 Penguin Solutions' OriginAI Honored as a Winner in the 2025 AI Excellence Awards
H3 Penguin Solutions Supports Pure Storage Introduction of FlashBlade//EXA™
H3 Penguin Solutions Expands Its AI Infrastructure Management Software
H3 Rebellions Partners on Strategic Collaboration Initiative
H3 Mark Seamans Discusses Simplifying AI Complexity with Data Management
H3 Penguin Solutions Signs AI Data Center Collaboration Agreement with SK Telecom and SK hynix
H3 Penguin Solutions Named in Top Five Vendors to Watch in 2024 HPCwire Readers’ and Editors’ Choice Awards
H3 OriginAI Infrastructure Now Available with Additional GPUs and Enhanced Cluster Management Capabilities
H3 Penguin Solutions Accelerates Time to Value for AI Factories
H3 Penguin Solutions Selected as the Managed Services Partner for Voltage Park’s NVIDIA Clusters
H3 Sandia Partners With NextSilicon and Penguin Solutions to Deliver ‘First of its Kind’ Runtime Reconfigurable Accelerator Technology
H3 AI Makes Mark on Engineering Education
H3 Georgia Tech Unveils New AI Makerspace in Collaboration with NVIDIA
H3 The Infrastructure Behind the Outputs: Cloud and HPC Unlock the Power of AI
H3 Shell Deploys Cooling Immersion Pods in Texas Data Center
H3 Supercomputing Platform From Penguin Solutions Installed at DoD Site
H3 Meta Is Building the World’s Fastest AI Supercomputer
H3 Get in touch
H3 Partners
H3 Company
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Designing & Building Data Center AI Infrastructure at Scale (https://smartm.com/en-us/contact-us/)
Title

Designing & Building Data Center AI Infrastructure at Scale

H1 The AI Factory Platform Company
H2 Designing, Building, Deploying, & Managing AI Factories Globally
H2 Full-Stack AI Factory Platform
H2 Customers TrustPenguin Solutions
H2 Unmatched Expertise inIndustry-Specific Solutions
H2 AI InfrastructureComprehensive Services
H2 Precision Engineered forAccelerated Performance
H2 OriginAI®
H2 ClusterWareAI™
H2 Delivering NVIDIA DGX-Ready Managed Services
H2 Stratus ztC Endurance®
H2 Stratus ztC Edge®
H2 Stratus everRun®
H2 Introducing the New Family of CXL® Add-in-Cards (AICs)
H2 Ultra-High Reliability Zefr ZDIMM Memory Modules
H2 Next-Generation Data Center SSDs
H2 Latest from Penguin Solutions
H2 Talk to Our Experts
H2 The AI Factory Platform Company
H3 25+
H3 99,000+
H3 4+ Billion
H3 Dell Technologies Names Global Alliances Americas AI Partner of the Year
H3 Scaling the Memory Wall: HBM, CXL, and the New GPU Playbook
H3 Penguin Solutions Featured on USA Today’s Climate Leaders 2026
H3 Penguin Solutions Powers Deepgram's Enterprise Voice AI Infrastructure
H3 Penguin Solutions Introduces First Production-Ready CXL-Based KV Cache Server
H3 Penguin Solutions Announces CEO Transition
H3 Sandia Announces Spectra Supercomputer Installed by Penguin Solutions
H3 Penguin Solutions Releases ICE ClusterWare Management Software 13.0
H3 Our CEO, Mark Adams, Recently Spoke with Scott McGrew on NBC News
H3 CEO & President Mark Adams Joins the Micro Journeys Podcast
H3 SK Telecom Launches Sovereign AI Infrastructure, Powered by NVIDIA
H3 Five Critical Design Considerations for AI Infrastructure
H3 Penguin Solutions Signs Agreement with CDW Expanding Customer Reach
H3 Stratus ztC Endurance Named “HPC Solution of the Year”
H3 Penguin Solutions' OriginAI Honored as a Winner in the 2025 AI Excellence Awards
H3 Penguin Solutions Supports Pure Storage Introduction of FlashBlade//EXA™
H3 Penguin Solutions Expands Its AI Infrastructure Management Software
H3 Rebellions Partners on Strategic Collaboration Initiative
H3 Mark Seamans Discusses Simplifying AI Complexity with Data Management
H3 Penguin Solutions Signs AI Data Center Collaboration Agreement with SK Telecom and SK hynix
H3 Penguin Solutions Named in Top Five Vendors to Watch in 2024 HPCwire Readers’ and Editors’ Choice Awards
H3 OriginAI Infrastructure Now Available with Additional GPUs and Enhanced Cluster Management Capabilities
H3 Penguin Solutions Accelerates Time to Value for AI Factories
H3 Penguin Solutions Selected as the Managed Services Partner for Voltage Park’s NVIDIA Clusters
H3 Sandia Partners With NextSilicon and Penguin Solutions to Deliver ‘First of its Kind’ Runtime Reconfigurable Accelerator Technology
H3 AI Makes Mark on Engineering Education
H3 Georgia Tech Unveils New AI Makerspace in Collaboration with NVIDIA
H3 The Infrastructure Behind the Outputs: Cloud and HPC Unlock the Power of AI
H3 Shell Deploys Cooling Immersion Pods in Texas Data Center
H3 Supercomputing Platform From Penguin Solutions Installed at DoD Site
H3 Meta Is Building the World’s Fastest AI Supercomputer
H3 Get in touch
H3 Partners
H3 Company
NAV_HEADER_HEADING_REPEATED_FOOTER Designing & Building Data Center AI Infrastructure at Scale (https://smartm.com/en-us/resources/newsroom/)
Title

Designing & Building Data Center AI Infrastructure at Scale

H1 The AI Factory Platform Company
H2 Designing, Building, Deploying, & Managing AI Factories Globally
H2 Full-Stack AI Factory Platform
H2 Customers TrustPenguin Solutions
H2 Unmatched Expertise inIndustry-Specific Solutions
H2 AI InfrastructureComprehensive Services
H2 Precision Engineered forAccelerated Performance
H2 OriginAI®
H2 ClusterWareAI™
H2 Delivering NVIDIA DGX-Ready Managed Services
H2 Stratus ztC Endurance®
H2 Stratus ztC Edge®
H2 Stratus everRun®
H2 Introducing the New Family of CXL® Add-in-Cards (AICs)
H2 Ultra-High Reliability Zefr ZDIMM Memory Modules
H2 Next-Generation Data Center SSDs
H2 Latest from Penguin Solutions
H2 Talk to Our Experts
H2 The AI Factory Platform Company
H3 25+
H3 99,000+
H3 4+ Billion
H3 Dell Technologies Names Global Alliances Americas AI Partner of the Year
H3 Scaling the Memory Wall: HBM, CXL, and the New GPU Playbook
H3 Penguin Solutions Featured on USA Today’s Climate Leaders 2026
H3 Penguin Solutions Powers Deepgram's Enterprise Voice AI Infrastructure
H3 Penguin Solutions Introduces First Production-Ready CXL-Based KV Cache Server
H3 Penguin Solutions Announces CEO Transition
H3 Sandia Announces Spectra Supercomputer Installed by Penguin Solutions
H3 Penguin Solutions Releases ICE ClusterWare Management Software 13.0
H3 Our CEO, Mark Adams, Recently Spoke with Scott McGrew on NBC News
H3 CEO & President Mark Adams Joins the Micro Journeys Podcast
H3 SK Telecom Launches Sovereign AI Infrastructure, Powered by NVIDIA
H3 Five Critical Design Considerations for AI Infrastructure
H3 Penguin Solutions Signs Agreement with CDW Expanding Customer Reach
H3 Stratus ztC Endurance Named “HPC Solution of the Year”
H3 Penguin Solutions' OriginAI Honored as a Winner in the 2025 AI Excellence Awards
H3 Penguin Solutions Supports Pure Storage Introduction of FlashBlade//EXA™
H3 Penguin Solutions Expands Its AI Infrastructure Management Software
H3 Rebellions Partners on Strategic Collaboration Initiative
H3 Mark Seamans Discusses Simplifying AI Complexity with Data Management
H3 Penguin Solutions Signs AI Data Center Collaboration Agreement with SK Telecom and SK hynix
H3 Penguin Solutions Named in Top Five Vendors to Watch in 2024 HPCwire Readers’ and Editors’ Choice Awards
H3 OriginAI Infrastructure Now Available with Additional GPUs and Enhanced Cluster Management Capabilities
H3 Penguin Solutions Accelerates Time to Value for AI Factories
H3 Penguin Solutions Selected as the Managed Services Partner for Voltage Park’s NVIDIA Clusters
H3 Sandia Partners With NextSilicon and Penguin Solutions to Deliver ‘First of its Kind’ Runtime Reconfigurable Accelerator Technology
H3 AI Makes Mark on Engineering Education
H3 Georgia Tech Unveils New AI Makerspace in Collaboration with NVIDIA
H3 The Infrastructure Behind the Outputs: Cloud and HPC Unlock the Power of AI
H3 Shell Deploys Cooling Immersion Pods in Texas Data Center
H3 Supercomputing Platform From Penguin Solutions Installed at DoD Site
H3 Meta Is Building the World’s Fastest AI Supercomputer
H3 Get in touch
H3 Partners
H3 Company
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://smartm.com) Designing & Building Data Center AI Infrastructure at Scale 
[H2] Designing, Building, Deploying, & Managing AI Factories Globally
At Penguin Solutions, we understand the boundless potential of technology. We help our customers turn cutting-edge ideas into outcomes—faster and at any scale.
[H3] 25+
Years Experience
[H3] 99,000+
GPUs Deployed & Managed
[H3] 4+ Billion
Hours of GPU RuntimeThe AI Factory Platform Company
[H2] Full-Stack AI Factory Platform
Our AI Factory Platform combines five core elements with industry-leading partner technologies to help customers confidently deploy and scale AI workloads with speed and precision.1. ClusterWareAI™AI factory platform operating system software that unifies and automates cluster deployment and management to simplify operations, streamline administration, and optimize performance.Explore ClusterWareAIExplore ClusterWareAIExplore ClusterWareAI2. MemoryAI™Memory solutions designed specifically for data centers and AI inference. Together, they optimize performance, improve efficiency, and support the growing demand for inference and agentic AI.Explore MemoryAIExplore MemoryAIExplore MemoryAI3. ComputeAI™Advanced computing systems and infrastructure elements optimized for AI workloads. Built for scalability and performance, these solutions support AI training, inference, and data-intensive applications.4. OriginAI®Validated AI factory reference designs and scalable full-stack AI training and inference solutions. Designed to accelerate deployment, scale efficiently, and optimize performance across AI environments at scale.Explore OriginAIExplore OriginAIExplore OriginAI5. End-to-End ServicesExpert support across the full AI lifecycle, including design, build, deployment, and managed services. Penguin Solutions helps customers confidently deploy, optimize, and scale AI environments with speed and precision.
[IMG: AI Factory Platform]
Customer Stories
[H2] Customers TrustPenguin Solutions
[IMG: SK telecom]
Penguin Solutions designed, built, deployed, and now manages one of Korea’s largest GPU clusters, consisting of over 1,000 NVIDIA Blackwell GPUs integrated into a single cluster.Read full storyRead full storyRead full story
[IMG: Haein cluster in network data center]
[IMG: Shell]
Shell powers its sustainable high-performance data centers with Penguin’s high-performance computing (HPC) solutions, including immersion cooling.Read full storyRead full storyRead full story
[IMG: An Immersion Cooling Tank]
[IMG: Georgia Tech]
Penguin Solutions designed, built, and deployed the infrastructure to support the Georgia Tech AI Makerspace.Read full storyRead full storyRead full story
[IMG: Server rack]
[IMG: Sandia National Labs]
Penguin Solutions deploys NextSilicon accelerator technology as part of the Vanguard program at Sandia National Labs.Read full storyRead full storyRead full story
[IMG: Racking servers]
[IMG: Haein cluster in network data center]
Industry Expertise
[H2] Unmatched Expertise inIndustry-Specific Solutions
NeocloudsNeoclouds
[IMG: Neocloud server warehouse]
NeocloudsOil & GasOil & Gas
[IMG: Pipelines leading to refinery]
Oil & GasFinancial ServicesFinancial Services
[IMG: Stock ticker on wall]
Financial ServicesLife Sciences & HealthcareLife Sciences & Healthcare
[IMG: DNA chain]
Life Sciences & HealthcareHigher EducationHigher Education
[IMG: Student and professor reviewing monitor at desk]
Higher EducationGovernmentGovernment
[IMG: Government building]
GovernmentWeatherWeather
[IMG: Weather monitoring sensors tower]
WeatherManufacturingManufacturing
[IMG: Rivets on metal object]
ManufacturingRetailRetail
[IMG: Credit card purchase on laptop]
RetailCritical InfrastructureCritical Infrastructure
[IMG: Telecommunications dish]
Critical InfrastructureTransportationTransportation
[IMG: Shipyard with cargo crates]
TransportationOur Process
[H2] AI InfrastructureComprehensive Services
Penguin Solutions is dedicated to our customers’ success. With 25 years of HPC experience designing, building, deploying, and managing AI and accelerated computing clusters, we have enabled some of the world’s most sophisticated workloads.DesignAccelerate time to value by basing system architectures on a proven set of designs that have been validated at scale in numerous production deployments.Design ServicesDesign ServicesDesign Services
[IMG: Empty server room]
BuildAchieve high rates of system stability with our in-factory experts who integrate and validate all components of the compute cluster including rack integration, network configuration, and burn-in testing.Build ServicesBuild ServicesBuild Services
[IMG: Clean room server build cabling]
DeployDrive on-site installations with coordination of data center staff, data storage partners, and infrastructure cooling providers—and utilize ClusterWareAI™ software to validate
production readiness.Deploy ServicesDeploy ServicesDeploy Services
[IMG: Server room network engineers]
ManageAssure production readiness and change management by working with a certified NVIDIA DGX Managed Services provider, the offers a full set of end-to-end services.Manage ServicesManage ServicesManage Services
[IMG: Network engineer at work in server room]
[IMG: Empty server room]
“Penguin Solutions demonstrated a deep understanding of our technical requirements, translating them into a sophisticated infrastructure environment that meets and exceeds expectations.”“It takes a village to do AI well, it takes an infrastructure, it takes a data center, and it takes experts. And, I think in that regard, having Georgia Tech, NVIDIA, and Penguin—that’s what it takes.”“After a thorough RFP process, it was clear early on that Penguin was the right partner for us. Not only do they have the technical expertise and decades of experience, but they’re able to move very fast.”Our Products
[H2] Precision Engineered forAccelerated Performance
[IMG: Woman in data center with tablet]
[H2] OriginAI®
OriginAI® is an AI factory infrastructure solution built on proven, pre-defined AI architectures that can scale from hundreds to over 16,000 GPU clusters.OriginAI integrates these validated technologies with Penguin’s intelligent, intuitive cluster management software and expert services for designing, building, deploying, and managing AI infrastructure at scale.Discover OriginAIDiscover OriginAIDiscover OriginAI
[IMG: ClusterWare on laptop screen on desk]
[H2] ClusterWareAI™
Simplify the deployment and management of AI clusters to realize greater productivity at speed with our AI factory platform operating system software.With ClusterWareAI software, bare-metal hardware, network, and software resources are transformed into high-performance cluster environments, reducing administration complexity and optimizing resource availability.Discover ClusterWareAIDiscover ClusterWareAIDiscover ClusterWareAI
[IMG: Data center room aisle]
[H2] Delivering NVIDIA DGX-Ready Managed Services
Penguin Solutions has designed and deployed large NVIDIA DGX clusters with high-speed NVIDIA InfiniBand networking and optimized storage.We have deep expertise and relationships with most storage vendors which allows us to provide bespoke solutions for every customer.Explore AI Managed ServicesExplore AI Managed ServicesExplore AI Managed Services
[IMG: ztc Endurance]
[H2] Stratus ztC Endurance®
Stratus ztC Endurance® is an innovative family of computing platforms that enables intelligent, predictive fault tolerance and 99.99999% compute platform availability.The platform combines built-in fault tolerance, proactive health monitoring, and serviceability by OT or IT, all while meeting your cybersecurity requirements.Discover Stratus ztC EnduranceDiscover Stratus ztC EnduranceDiscover Stratus ztC Endurance
[IMG: ztc Edge]
[H2] Stratus ztC Edge®
Stratus ztC Edge® is a secure, rugged, highly automated computing platform that improves productivity, increases operational efficiency, and reduces downtime risk at the edge of corporate networks.Its self-protecting and self-monitoring features drastically reduce unplanned downtime and ensure continuous availability of business-critical applications.Discover Stratus ztC EdgeDiscover Stratus ztC EdgeDiscover Stratus ztC Edge
[IMG: everRun]
[H2] Stratus everRun®
Stratus everRun® is a software solution that pairs two servers via virtualization to create protected and replicated virtual machines (VMs) within a single operating environment, ensuring your applications run without interruption or data loss.Stratus everRun accelerates time to revenue by transforming your applications into continuously available solutions with customized availability.Discover Stratus everRunDiscover Stratus everRunDiscover Stratus everRun
[IMG: CXL expansion memory]
[H2] Introducing the New Family of CXL® Add-in-Cards (AICs)
Compute Express Link (CXL) enables data centers, cloud services, and HPC providers to expand memory for intensive computing easily and cost-effectively.Discover CXL AICDiscover CXL AICDiscover CXL AIC
[IMG: ZDIMM]
[H2] Ultra-High Reliability Zefr ZDIMM Memory Modules
Ideal for data centers, hyperscalers, and HPC platforms running large memory applications that require maximum compute availability.Discover Zefr ZDIMMDiscover Zefr ZDIMMDiscover Zefr ZDIMM
[IMG: Flash memory]
[H2] Next-Generation Data Center SSDs
Designed to meet the stringent demands placed on storage systems in hyperscaler, hyper-converged, enterprise, and edge data centers.Discover Data Center SSDsDiscover Data Center SSDsDiscover Data Center SSDsNews Corner
[H2] Latest from Penguin Solutions
[IMG: Dell award presentation]
NewsJune 2, 2026
[H3] Dell Technologies Names Global Alliances Americas AI Partner of the Year
Read MoreRead More
[IMG: HBM rendering]
BlogMay 21, 2026
[H3] Scaling the Memory Wall: HBM, CXL, and the New GPU Playbook
Read MoreRead More
[IMG: Penguin on top of world]
NewsApril 20, 2026
[H3] Penguin Solutions Featured on USA Today’s Climate Leaders 2026
Read MoreRead More
[IMG: Penguin Solutions Selected by Deepgram]
NewsMarch 17, 2026
[H3] Penguin Solutions Powers Deepgram's Enterprise Voice AI Infrastructure
Read MoreRead More
[IMG: CXL-Based KV Cache Server]
NewsMarch 16, 2026
[H3] Penguin Solutions Introduces First Production-Ready CXL-Based KV Cache Server
Read MoreRead More
[IMG: Kash Shaikh Appointed as President and CEO and as a Director of Penguin Solutions]
NewsFebruary 2, 2026
[H3] Penguin Solutions Announces CEO Transition
Read MoreRead More
[IMG: Spectra Supercomputer]
NewsDecember 8, 2025
[H3] Sandia Announces Spectra Supercomputer Installed by Penguin Solutions
Read MoreRead More
[IMG: ICE ClusterWare Management Software 13.0]
NewsNovember 17, 2025
[H3] Penguin Solutions Releases ICE ClusterWare Management Software 13.0
Read MoreRead More
[IMG: NBC News Press:Here]
MediaOctober 9, 2025
[H3] Our CEO, Mark Adams, Recently Spoke with Scott McGrew on NBC News
Read MoreRead More
[IMG: Mark Adams]
MediaSeptember 3, 2025
[H3] CEO & President Mark Adams Joins the Micro Journeys Podcast
Read MoreRead More
[IMG: Haein Cluster Server Room]
NewsAugust 5, 2025
[H3] SK Telecom Launches Sovereign AI Infrastructure, Powered by NVIDIA
Read MoreRead More
[IMG: Two pages in overlay spread]
MediaJune 13, 2025
[H3] Five Critical Design Considerations for AI Infrastructure
Read MoreRead More
[IMG: CDW Partnership]
NewsMay 6, 2025
[H3] Penguin Solutions Signs Agreement with CDW Expanding Customer Reach
Read MoreRead More
[IMG: Badge award image]
NewsApril 7, 2025
[H3] Stratus ztC Endurance Named “HPC Solution of the Year”
Read MoreRead More
[IMG: AI Award]
NewsMarch 25, 2025
[H3] Penguin Solutions' OriginAI Honored as a Winner in the 2025 AI Excellence Awards
Read MoreRead More
[IMG: FlashBlade //EXA logo]
NewsMarch 11, 2025
[H3] Penguin Solutions Supports Pure Storage Introduction of FlashBlade//EXA™
Read MoreRead More
[IMG: ICE ClusterWare Slide]
NewsMarch 4, 2025
[H3] Penguin Solutions Expands Its AI Infrastructure Management Software
Read MoreRead More
[IMG: Executives from Penguin, Rebellions, and SK-Telecom Sign Deal]
NewsMarch 4, 2025
[H3] Rebellions Partners on Strategic Collaboration Initiative
Read MoreRead More
[IMG: Mark Seamans podcast interview cover about simplifying AI Complexity]
MediaJanuary 17, 2025
[H3] Mark Seamans Discusses Simplifying AI Complexity with Data Management
Read MoreRead More
[IMG: Penguin Executive and Partners Closing a Deal]
NewsJanuary 9, 2025
[H3] Penguin Solutions Signs AI Data Center Collaboration Agreement with SK Telecom and SK hynix
Read MoreRead More
[IMG: Penguin Executives Winning an Award]
BlogNovember 20, 2024
[H3] Penguin Solutions Named in Top Five Vendors to Watch in 2024 HPCwire Readers’ and Editors’ Choice Awards
Read MoreRead More
[IMG: Origin AI Infrastructure]
NewsNovember 19, 2024
[H3] OriginAI Infrastructure Now Available with Additional GPUs and Enhanced Cluster Management Capabilities
Read MoreRead More
[IMG: Penguin and Dell Showcase Promo]
NewsNovember 18, 2024
[H3] Penguin Solutions Accelerates Time to Value for AI Factories
Read MoreRead More
[IMG: Voltage Park Data Center]
NewsJuly 11, 2024
[H3] Penguin Solutions Selected as the Managed Services Partner for Voltage Park’s NVIDIA Clusters
Read MoreRead More
[IMG: Sandia Vanguard Supercomputer News]
MediaMay 8, 2024
[H3] Sandia Partners With NextSilicon and Penguin Solutions to Deliver ‘First of its Kind’ Runtime Reconfigurable Accelerator Technology
Read MoreRead More
[IMG: AI Laboratory]
MediaApril 15, 2024
[H3] AI Makes Mark on Engineering Education
Read MoreRead More
[IMG: Georgia Tech AI Makerspace]
MediaApril 10, 2024
[H3] Georgia Tech Unveils New AI Makerspace in Collaboration with NVIDIA
Read MoreRead More
[IMG: AI Chip on a Circuit Board]
BlogFebruary 19, 2024
[H3] The Infrastructure Behind the Outputs: Cloud and HPC Unlock the Power of AI
Read MoreRead More
[IMG: Immersion Cooling Tank]
MediaJanuary 22, 2024
[H3] Shell Deploys Cooling Immersion Pods in Texas Data Center
Read MoreRead More
[IMG: DOD Supercomputer]
MediaApril 27, 2023
[H3] Supercomputing Platform From Penguin Solutions Installed at DoD Site
Read MoreRead More
[IMG: META Data Center for AI]
MediaJanuary 24, 2022
[H3] Meta Is Building the World’s Fastest AI Supercomputer
Read MoreRead MoreRequest a Callback
[H2] Talk to Our Experts
Whether you’re struggling with AI solution design, build, deployment, or management—in your data center or in the cloud—Penguin Solutions can help.Partner with Penguin Solutions and get on track to your improve AI advantage.Let's TalkLet's TalkLet's Talk
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SUB-PAGE (https://smartm.com/en-us/products/finder/) Designing & Building Data Center AI Infrastructure at Scale 
[H2] Designing, Building, Deploying, & Managing AI Factories Globally
At Penguin Solutions, we understand the boundless potential of technology. We help our customers turn cutting-edge ideas into outcomes—faster and at any scale.
[H3] 25+
Years Experience
[H3] 99,000+
GPUs Deployed & Managed
[H3] 4+ Billion
Hours of GPU RuntimeThe AI Factory Platform Company
[H2] Full-Stack AI Factory Platform
Our AI Factory Platform combines five core elements with industry-leading partner technologies to help customers confidently deploy and scale AI workloads with speed and precision.1. ClusterWareAI™AI factory platform operating system software that unifies and automates cluster deployment and management to simplify operations, streamline administration, and optimize performance.Explore ClusterWareAIExplore ClusterWareAIExplore ClusterWareAI2. MemoryAI™Memory solutions designed specifically for data centers and AI inference. Together, they optimize performance, improve efficiency, and support the growing demand for inference and agentic AI.Explore MemoryAIExplore MemoryAIExplore MemoryAI3. ComputeAI™Advanced computing systems and infrastructure elements optimized for AI workloads. Built for scalability and performance, these solutions support AI training, inference, and data-intensive applications.4. OriginAI®Validated AI factory reference designs and scalable full-stack AI training and inference solutions. Designed to accelerate deployment, scale efficiently, and optimize performance across AI environments at scale.Explore OriginAIExplore OriginAIExplore OriginAI5. End-to-End ServicesExpert support across the full AI lifecycle, including design, build, deployment, and managed services. Penguin Solutions helps customers confidently deploy, optimize, and scale AI environments with speed and precision.
[IMG: AI Factory Platform]
Customer Stories
[H2] Customers TrustPenguin Solutions
[IMG: SK telecom]
Penguin Solutions designed, built, deployed, and now manages one of Korea’s largest GPU clusters, consisting of over 1,000 NVIDIA Blackwell GPUs integrated into a single cluster.Read full storyRead full storyRead full story
[IMG: Haein cluster in network data center]
[IMG: Shell]
Shell powers its sustainable high-performance data centers with Penguin’s high-performance computing (HPC) solutions, including immersion cooling.Read full storyRead full storyRead full story
[IMG: An Immersion Cooling Tank]
[IMG: Georgia Tech]
Penguin Solutions designed, built, and deployed the infrastructure to support the Georgia Tech AI Makerspace.Read full storyRead full storyRead full story
[IMG: Server rack]
[IMG: Sandia National Labs]
Penguin Solutions deploys NextSilicon accelerator technology as part of the Vanguard program at Sandia National Labs.Read full storyRead full storyRead full story
[IMG: Racking servers]
[IMG: Haein cluster in network data center]
Industry Expertise
[H2] Unmatched Expertise inIndustry-Specific Solutions
NeocloudsNeoclouds
[IMG: Neocloud server warehouse]
NeocloudsOil & GasOil & Gas
[IMG: Pipelines leading to refinery]
Oil & GasFinancial ServicesFinancial Services
[IMG: Stock ticker on wall]
Financial ServicesLife Sciences & HealthcareLife Sciences & Healthcare
[IMG: DNA chain]
Life Sciences & HealthcareHigher EducationHigher Education
[IMG: Student and professor reviewing monitor at desk]
Higher EducationGovernmentGovernment
[IMG: Government building]
GovernmentWeatherWeather
[IMG: Weather monitoring sensors tower]
WeatherManufacturingManufacturing
[IMG: Rivets on metal object]
ManufacturingRetailRetail
[IMG: Credit card purchase on laptop]
RetailCritical InfrastructureCritical Infrastructure
[IMG: Telecommunications dish]
Critical InfrastructureTransportationTransportation
[IMG: Shipyard with cargo crates]
TransportationOur Process
[H2] AI InfrastructureComprehensive Services
Penguin Solutions is dedicated to our customers’ success. With 25 years of HPC experience designing, building, deploying, and managing AI and accelerated computing clusters, we have enabled some of the world’s most sophisticated workloads.DesignAccelerate time to value by basing system architectures on a proven set of designs that have been validated at scale in numerous production deployments.Design ServicesDesign ServicesDesign Services
[IMG: Empty server room]
BuildAchieve high rates of system stability with our in-factory experts who integrate and validate all components of the compute cluster including rack integration, network configuration, and burn-in testing.Build ServicesBuild ServicesBuild Services
[IMG: Clean room server build cabling]
DeployDrive on-site installations with coordination of data center staff, data storage partners, and infrastructure cooling providers—and utilize ClusterWareAI™ software to validate
production readiness.Deploy ServicesDeploy ServicesDeploy Services
[IMG: Server room network engineers]
ManageAssure production readiness and change management by working with a certified NVIDIA DGX Managed Services provider, the offers a full set of end-to-end services.Manage ServicesManage ServicesManage Services
[IMG: Network engineer at work in server room]
[IMG: Empty server room]
“Penguin Solutions demonstrated a deep understanding of our technical requirements, translating them into a sophisticated infrastructure environment that meets and exceeds expectations.”“It takes a village to do AI well, it takes an infrastructure, it takes a data center, and it takes experts. And, I think in that regard, having Georgia Tech, NVIDIA, and Penguin—that’s what it takes.”“After a thorough RFP process, it was clear early on that Penguin was the right partner for us. Not only do they have the technical expertise and decades of experience, but they’re able to move very fast.”Our Products
[H2] Precision Engineered forAccelerated Performance
[IMG: Woman in data center with tablet]
[H2] OriginAI®
OriginAI® is an AI factory infrastructure solution built on proven, pre-defined AI architectures that can scale from hundreds to over 16,000 GPU clusters.OriginAI integrates these validated technologies with Penguin’s intelligent, intuitive cluster management software and expert services for designing, building, deploying, and managing AI infrastructure at scale.Discover OriginAIDiscover OriginAIDiscover OriginAI
[IMG: ClusterWare on laptop screen on desk]
[H2] ClusterWareAI™
Simplify the deployment and management of AI clusters to realize greater productivity at speed with our AI factory platform operating system software.With ClusterWareAI software, bare-metal hardware, network, and software resources are transformed into high-performance cluster environments, reducing administration complexity and optimizing resource availability.Discover ClusterWareAIDiscover ClusterWareAIDiscover ClusterWareAI
[IMG: Data center room aisle]
[H2] Delivering NVIDIA DGX-Ready Managed Services
Penguin Solutions has designed and deployed large NVIDIA DGX clusters with high-speed NVIDIA InfiniBand networking and optimized storage.We have deep expertise and relationships with most storage vendors which allows us to provide bespoke solutions for every customer.Explore AI Managed ServicesExplore AI Managed ServicesExplore AI Managed Services
[IMG: ztc Endurance]
[H2] Stratus ztC Endurance®
Stratus ztC Endurance® is an innovative family of computing platforms that enables intelligent, predictive fault tolerance and 99.99999% compute platform availability.The platform combines built-in fault tolerance, proactive health monitoring, and serviceability by OT or IT, all while meeting your cybersecurity requirements.Discover Stratus ztC EnduranceDiscover Stratus ztC EnduranceDiscover Stratus ztC Endurance
[IMG: ztc Edge]
[H2] Stratus ztC Edge®
Stratus ztC Edge® is a secure, rugged, highly automated computing platform that improves productivity, increases operational efficiency, and reduces downtime risk at the edge of corporate networks.Its self-protecting and self-monitoring features drastically reduce unplanned downtime and ensure continuous availability of business-critical applications.Discover Stratus ztC EdgeDiscover Stratus ztC EdgeDiscover Stratus ztC Edge
[IMG: everRun]
[H2] Stratus everRun®
Stratus everRun® is a software solution that pairs two servers via virtualization to create protected and replicated virtual machines (VMs) within a single operating environment, ensuring your applications run without interruption or data loss.Stratus everRun accelerates time to revenue by transforming your applications into continuously available solutions with customized availability.Discover Stratus everRunDiscover Stratus everRunDiscover Stratus everRun
[IMG: CXL expansion memory]
[H2] Introducing the New Family of CXL® Add-in-Cards (AICs)
Compute Express Link (CXL) enables data centers, cloud services, and HPC providers to expand memory for intensive computing easily and cost-effectively.Discover CXL AICDiscover CXL AICDiscover CXL AIC
[IMG: ZDIMM]
[H2] Ultra-High Reliability Zefr ZDIMM Memory Modules
Ideal for data centers, hyperscalers, and HPC platforms running large memory applications that require maximum compute availability.Discover Zefr ZDIMMDiscover Zefr ZDIMMDiscover Zefr ZDIMM
[IMG: Flash memory]
[H2] Next-Generation Data Center SSDs
Designed to meet the stringent demands placed on storage systems in hyperscaler, hyper-converged, enterprise, and edge data centers.Discover Data Center SSDsDiscover Data Center SSDsDiscover Data Center SSDsNews Corner
[H2] Latest from Penguin Solutions
[IMG: Dell award presentation]
NewsJune 2, 2026
[H3] Dell Technologies Names Global Alliances Americas AI Partner of the Year
Read MoreRead More
[IMG: HBM rendering]
BlogMay 21, 2026
[H3] Scaling the Memory Wall: HBM, CXL, and the New GPU Playbook
Read MoreRead More
[IMG: Penguin on top of world]
NewsApril 20, 2026
[H3] Penguin Solutions Featured on USA Today’s Climate Leaders 2026
Read MoreRead More
[IMG: Penguin Solutions Selected by Deepgram]
NewsMarch 17, 2026
[H3] Penguin Solutions Powers Deepgram's Enterprise Voice AI Infrastructure
Read MoreRead More
[IMG: CXL-Based KV Cache Server]
NewsMarch 16, 2026
[H3] Penguin Solutions Introduces First Production-Ready CXL-Based KV Cache Server
Read MoreRead More
[IMG: Kash Shaikh Appointed as President and CEO and as a Director of Penguin Solutions]
NewsFebruary 2, 2026
[H3] Penguin Solutions Announces CEO Transition
Read MoreRead More
[IMG: Spectra Supercomputer]
NewsDecember 8, 2025
[H3] Sandia Announces Spectra Supercomputer Installed by Penguin Solutions
Read MoreRead More
[IMG: ICE ClusterWare Management Software 13.0]
NewsNovember 17, 2025
[H3] Penguin Solutions Releases ICE ClusterWare Management Software 13.0
Read MoreRead More
[IMG: NBC News Press:Here]
MediaOctober 9, 2025
[H3] Our CEO, Mark Adams, Recently Spoke with Scott McGrew on NBC News
Read MoreRead More
[IMG: Mark Adams]
MediaSeptember 3, 2025
[H3] CEO & President Mark Adams Joins the Micro Journeys Podcast
Read MoreRead More
[IMG: Haein Cluster Server Room]
NewsAugust 5, 2025
[H3] SK Telecom Launches Sovereign AI Infrastructure, Powered by NVIDIA
Read MoreRead More
[IMG: Two pages in overlay spread]
MediaJune 13, 2025
[H3] Five Critical Design Considerations for AI Infrastructure
Read MoreRead More
[IMG: CDW Partnership]
NewsMay 6, 2025
[H3] Penguin Solutions Signs Agreement with CDW Expanding Customer Reach
Read MoreRead More
[IMG: Badge award image]
NewsApril 7, 2025
[H3] Stratus ztC Endurance Named “HPC Solution of the Year”
Read MoreRead More
[IMG: AI Award]
NewsMarch 25, 2025
[H3] Penguin Solutions' OriginAI Honored as a Winner in the 2025 AI Excellence Awards
Read MoreRead More
[IMG: FlashBlade //EXA logo]
NewsMarch 11, 2025
[H3] Penguin Solutions Supports Pure Storage Introduction of FlashBlade//EXA™
Read MoreRead More
[IMG: ICE ClusterWare Slide]
NewsMarch 4, 2025
[H3] Penguin Solutions Expands Its AI Infrastructure Management Software
Read MoreRead More
[IMG: Executives from Penguin, Rebellions, and SK-Telecom Sign Deal]
NewsMarch 4, 2025
[H3] Rebellions Partners on Strategic Collaboration Initiative
Read MoreRead More
[IMG: Mark Seamans podcast interview cover about simplifying AI Complexity]
MediaJanuary 17, 2025
[H3] Mark Seamans Discusses Simplifying AI Complexity with Data Management
Read MoreRead More
[IMG: Penguin Executive and Partners Closing a Deal]
NewsJanuary 9, 2025
[H3] Penguin Solutions Signs AI Data Center Collaboration Agreement with SK Telecom and SK hynix
Read MoreRead More
[IMG: Penguin Executives Winning an Award]
BlogNovember 20, 2024
[H3] Penguin Solutions Named in Top Five Vendors to Watch in 2024 HPCwire Readers’ and Editors’ Choice Awards
Read MoreRead More
[IMG: Origin AI Infrastructure]
NewsNovember 19, 2024
[H3] OriginAI Infrastructure Now Available with Additional GPUs and Enhanced Cluster Management Capabilities
Read MoreRead More
[IMG: Penguin and Dell Showcase Promo]
NewsNovember 18, 2024
[H3] Penguin Solutions Accelerates Time to Value for AI Factories
Read MoreRead More
[IMG: Voltage Park Data Center]
NewsJuly 11, 2024
[H3] Penguin Solutions Selected as the Managed Services Partner for Voltage Park’s NVIDIA Clusters
Read MoreRead More
[IMG: Sandia Vanguard Supercomputer News]
MediaMay 8, 2024
[H3] Sandia Partners With NextSilicon and Penguin Solutions to Deliver ‘First of its Kind’ Runtime Reconfigurable Accelerator Technology
Read MoreRead More
[IMG: AI Laboratory]
MediaApril 15, 2024
[H3] AI Makes Mark on Engineering Education
Read MoreRead More
[IMG: Georgia Tech AI Makerspace]
MediaApril 10, 2024
[H3] Georgia Tech Unveils New AI Makerspace in Collaboration with NVIDIA
Read MoreRead More
[IMG: AI Chip on a Circuit Board]
BlogFebruary 19, 2024
[H3] The Infrastructure Behind the Outputs: Cloud and HPC Unlock the Power of AI
Read MoreRead More
[IMG: Immersion Cooling Tank]
MediaJanuary 22, 2024
[H3] Shell Deploys Cooling Immersion Pods in Texas Data Center
Read MoreRead More
[IMG: DOD Supercomputer]
MediaApril 27, 2023
[H3] Supercomputing Platform From Penguin Solutions Installed at DoD Site
Read MoreRead More
[IMG: META Data Center for AI]
MediaJanuary 24, 2022
[H3] Meta Is Building the World’s Fastest AI Supercomputer
Read MoreRead MoreRequest a Callback
[H2] Talk to Our Experts
Whether you’re struggling with AI solution design, build, deployment, or management—in your data center or in the cloud—Penguin Solutions can help.Partner with Penguin Solutions and get on track to your improve AI advantage.Let's TalkLet's TalkLet's Talk
14534 chars
SUB-PAGE (https://smartm.com/en-us/contact-us/) Designing & Building Data Center AI Infrastructure at Scale 
[H2] Designing, Building, Deploying, & Managing AI Factories Globally
At Penguin Solutions, we understand the boundless potential of technology. We help our customers turn cutting-edge ideas into outcomes—faster and at any scale.
[H3] 25+
Years Experience
[H3] 99,000+
GPUs Deployed & Managed
[H3] 4+ Billion
Hours of GPU RuntimeThe AI Factory Platform Company
[H2] Full-Stack AI Factory Platform
Our AI Factory Platform combines five core elements with industry-leading partner technologies to help customers confidently deploy and scale AI workloads with speed and precision.1. ClusterWareAI™AI factory platform operating system software that unifies and automates cluster deployment and management to simplify operations, streamline administration, and optimize performance.Explore ClusterWareAIExplore ClusterWareAIExplore ClusterWareAI2. MemoryAI™Memory solutions designed specifically for data centers and AI inference. Together, they optimize performance, improve efficiency, and support the growing demand for inference and agentic AI.Explore MemoryAIExplore MemoryAIExplore MemoryAI3. ComputeAI™Advanced computing systems and infrastructure elements optimized for AI workloads. Built for scalability and performance, these solutions support AI training, inference, and data-intensive applications.4. OriginAI®Validated AI factory reference designs and scalable full-stack AI training and inference solutions. Designed to accelerate deployment, scale efficiently, and optimize performance across AI environments at scale.Explore OriginAIExplore OriginAIExplore OriginAI5. End-to-End ServicesExpert support across the full AI lifecycle, including design, build, deployment, and managed services. Penguin Solutions helps customers confidently deploy, optimize, and scale AI environments with speed and precision.
[IMG: AI Factory Platform]
Customer Stories
[H2] Customers TrustPenguin Solutions
[IMG: SK telecom]
Penguin Solutions designed, built, deployed, and now manages one of Korea’s largest GPU clusters, consisting of over 1,000 NVIDIA Blackwell GPUs integrated into a single cluster.Read full storyRead full storyRead full story
[IMG: Haein cluster in network data center]
[IMG: Shell]
Shell powers its sustainable high-performance data centers with Penguin’s high-performance computing (HPC) solutions, including immersion cooling.Read full storyRead full storyRead full story
[IMG: An Immersion Cooling Tank]
[IMG: Georgia Tech]
Penguin Solutions designed, built, and deployed the infrastructure to support the Georgia Tech AI Makerspace.Read full storyRead full storyRead full story
[IMG: Server rack]
[IMG: Sandia National Labs]
Penguin Solutions deploys NextSilicon accelerator technology as part of the Vanguard program at Sandia National Labs.Read full storyRead full storyRead full story
[IMG: Racking servers]
[IMG: Haein cluster in network data center]
Industry Expertise
[H2] Unmatched Expertise inIndustry-Specific Solutions
NeocloudsNeoclouds
[IMG: Neocloud server warehouse]
NeocloudsOil & GasOil & Gas
[IMG: Pipelines leading to refinery]
Oil & GasFinancial ServicesFinancial Services
[IMG: Stock ticker on wall]
Financial ServicesLife Sciences & HealthcareLife Sciences & Healthcare
[IMG: DNA chain]
Life Sciences & HealthcareHigher EducationHigher Education
[IMG: Student and professor reviewing monitor at desk]
Higher EducationGovernmentGovernment
[IMG: Government building]
GovernmentWeatherWeather
[IMG: Weather monitoring sensors tower]
WeatherManufacturingManufacturing
[IMG: Rivets on metal object]
ManufacturingRetailRetail
[IMG: Credit card purchase on laptop]
RetailCritical InfrastructureCritical Infrastructure
[IMG: Telecommunications dish]
Critical InfrastructureTransportationTransportation
[IMG: Shipyard with cargo crates]
TransportationOur Process
[H2] AI InfrastructureComprehensive Services
Penguin Solutions is dedicated to our customers’ success. With 25 years of HPC experience designing, building, deploying, and managing AI and accelerated computing clusters, we have enabled some of the world’s most sophisticated workloads.DesignAccelerate time to value by basing system architectures on a proven set of designs that have been validated at scale in numerous production deployments.Design ServicesDesign ServicesDesign Services
[IMG: Empty server room]
BuildAchieve high rates of system stability with our in-factory experts who integrate and validate all components of the compute cluster including rack integration, network configuration, and burn-in testing.Build ServicesBuild ServicesBuild Services
[IMG: Clean room server build cabling]
DeployDrive on-site installations with coordination of data center staff, data storage partners, and infrastructure cooling providers—and utilize ClusterWareAI™ software to validate
production readiness.Deploy ServicesDeploy ServicesDeploy Services
[IMG: Server room network engineers]
ManageAssure production readiness and change management by working with a certified NVIDIA DGX Managed Services provider, the offers a full set of end-to-end services.Manage ServicesManage ServicesManage Services
[IMG: Network engineer at work in server room]
[IMG: Empty server room]
“Penguin Solutions demonstrated a deep understanding of our technical requirements, translating them into a sophisticated infrastructure environment that meets and exceeds expectations.”“It takes a village to do AI well, it takes an infrastructure, it takes a data center, and it takes experts. And, I think in that regard, having Georgia Tech, NVIDIA, and Penguin—that’s what it takes.”“After a thorough RFP process, it was clear early on that Penguin was the right partner for us. Not only do they have the technical expertise and decades of experience, but they’re able to move very fast.”Our Products
[H2] Precision Engineered forAccelerated Performance
[IMG: Woman in data center with tablet]
[H2] OriginAI®
OriginAI® is an AI factory infrastructure solution built on proven, pre-defined AI architectures that can scale from hundreds to over 16,000 GPU clusters.OriginAI integrates these validated technologies with Penguin’s intelligent, intuitive cluster management software and expert services for designing, building, deploying, and managing AI infrastructure at scale.Discover OriginAIDiscover OriginAIDiscover OriginAI
[IMG: ClusterWare on laptop screen on desk]
[H2] ClusterWareAI™
Simplify the deployment and management of AI clusters to realize greater productivity at speed with our AI factory platform operating system software.With ClusterWareAI software, bare-metal hardware, network, and software resources are transformed into high-performance cluster environments, reducing administration complexity and optimizing resource availability.Discover ClusterWareAIDiscover ClusterWareAIDiscover ClusterWareAI
[IMG: Data center room aisle]
[H2] Delivering NVIDIA DGX-Ready Managed Services
Penguin Solutions has designed and deployed large NVIDIA DGX clusters with high-speed NVIDIA InfiniBand networking and optimized storage.We have deep expertise and relationships with most storage vendors which allows us to provide bespoke solutions for every customer.Explore AI Managed ServicesExplore AI Managed ServicesExplore AI Managed Services
[IMG: ztc Endurance]
[H2] Stratus ztC Endurance®
Stratus ztC Endurance® is an innovative family of computing platforms that enables intelligent, predictive fault tolerance and 99.99999% compute platform availability.The platform combines built-in fault tolerance, proactive health monitoring, and serviceability by OT or IT, all while meeting your cybersecurity requirements.Discover Stratus ztC EnduranceDiscover Stratus ztC EnduranceDiscover Stratus ztC Endurance
[IMG: ztc Edge]
[H2] Stratus ztC Edge®
Stratus ztC Edge® is a secure, rugged, highly automated computing platform that improves productivity, increases operational efficiency, and reduces downtime risk at the edge of corporate networks.Its self-protecting and self-monitoring features drastically reduce unplanned downtime and ensure continuous availability of business-critical applications.Discover Stratus ztC EdgeDiscover Stratus ztC EdgeDiscover Stratus ztC Edge
[IMG: everRun]
[H2] Stratus everRun®
Stratus everRun® is a software solution that pairs two servers via virtualization to create protected and replicated virtual machines (VMs) within a single operating environment, ensuring your applications run without interruption or data loss.Stratus everRun accelerates time to revenue by transforming your applications into continuously available solutions with customized availability.Discover Stratus everRunDiscover Stratus everRunDiscover Stratus everRun
[IMG: CXL expansion memory]
[H2] Introducing the New Family of CXL® Add-in-Cards (AICs)
Compute Express Link (CXL) enables data centers, cloud services, and HPC providers to expand memory for intensive computing easily and cost-effectively.Discover CXL AICDiscover CXL AICDiscover CXL AIC
[IMG: ZDIMM]
[H2] Ultra-High Reliability Zefr ZDIMM Memory Modules
Ideal for data centers, hyperscalers, and HPC platforms running large memory applications that require maximum compute availability.Discover Zefr ZDIMMDiscover Zefr ZDIMMDiscover Zefr ZDIMM
[IMG: Flash memory]
[H2] Next-Generation Data Center SSDs
Designed to meet the stringent demands placed on storage systems in hyperscaler, hyper-converged, enterprise, and edge data centers.Discover Data Center SSDsDiscover Data Center SSDsDiscover Data Center SSDsNews Corner
[H2] Latest from Penguin Solutions
[IMG: Dell award presentation]
NewsJune 2, 2026
[H3] Dell Technologies Names Global Alliances Americas AI Partner of the Year
Read MoreRead More
[IMG: HBM rendering]
BlogMay 21, 2026
[H3] Scaling the Memory Wall: HBM, CXL, and the New GPU Playbook
Read MoreRead More
[IMG: Penguin on top of world]
NewsApril 20, 2026
[H3] Penguin Solutions Featured on USA Today’s Climate Leaders 2026
Read MoreRead More
[IMG: Penguin Solutions Selected by Deepgram]
NewsMarch 17, 2026
[H3] Penguin Solutions Powers Deepgram's Enterprise Voice AI Infrastructure
Read MoreRead More
[IMG: CXL-Based KV Cache Server]
NewsMarch 16, 2026
[H3] Penguin Solutions Introduces First Production-Ready CXL-Based KV Cache Server
Read MoreRead More
[IMG: Kash Shaikh Appointed as President and CEO and as a Director of Penguin Solutions]
NewsFebruary 2, 2026
[H3] Penguin Solutions Announces CEO Transition
Read MoreRead More
[IMG: Spectra Supercomputer]
NewsDecember 8, 2025
[H3] Sandia Announces Spectra Supercomputer Installed by Penguin Solutions
Read MoreRead More
[IMG: ICE ClusterWare Management Software 13.0]
NewsNovember 17, 2025
[H3] Penguin Solutions Releases ICE ClusterWare Management Software 13.0
Read MoreRead More
[IMG: NBC News Press:Here]
MediaOctober 9, 2025
[H3] Our CEO, Mark Adams, Recently Spoke with Scott McGrew on NBC News
Read MoreRead More
[IMG: Mark Adams]
MediaSeptember 3, 2025
[H3] CEO & President Mark Adams Joins the Micro Journeys Podcast
Read MoreRead More
[IMG: Haein Cluster Server Room]
NewsAugust 5, 2025
[H3] SK Telecom Launches Sovereign AI Infrastructure, Powered by NVIDIA
Read MoreRead More
[IMG: Two pages in overlay spread]
MediaJune 13, 2025
[H3] Five Critical Design Considerations for AI Infrastructure
Read MoreRead More
[IMG: CDW Partnership]
NewsMay 6, 2025
[H3] Penguin Solutions Signs Agreement with CDW Expanding Customer Reach
Read MoreRead More
[IMG: Badge award image]
NewsApril 7, 2025
[H3] Stratus ztC Endurance Named “HPC Solution of the Year”
Read MoreRead More
[IMG: AI Award]
NewsMarch 25, 2025
[H3] Penguin Solutions' OriginAI Honored as a Winner in the 2025 AI Excellence Awards
Read MoreRead More
[IMG: FlashBlade //EXA logo]
NewsMarch 11, 2025
[H3] Penguin Solutions Supports Pure Storage Introduction of FlashBlade//EXA™
Read MoreRead More
[IMG: ICE ClusterWare Slide]
NewsMarch 4, 2025
[H3] Penguin Solutions Expands Its AI Infrastructure Management Software
Read MoreRead More
[IMG: Executives from Penguin, Rebellions, and SK-Telecom Sign Deal]
NewsMarch 4, 2025
[H3] Rebellions Partners on Strategic Collaboration Initiative
Read MoreRead More
[IMG: Mark Seamans podcast interview cover about simplifying AI Complexity]
MediaJanuary 17, 2025
[H3] Mark Seamans Discusses Simplifying AI Complexity with Data Management
Read MoreRead More
[IMG: Penguin Executive and Partners Closing a Deal]
NewsJanuary 9, 2025
[H3] Penguin Solutions Signs AI Data Center Collaboration Agreement with SK Telecom and SK hynix
Read MoreRead More
[IMG: Penguin Executives Winning an Award]
BlogNovember 20, 2024
[H3] Penguin Solutions Named in Top Five Vendors to Watch in 2024 HPCwire Readers’ and Editors’ Choice Awards
Read MoreRead More
[IMG: Origin AI Infrastructure]
NewsNovember 19, 2024
[H3] OriginAI Infrastructure Now Available with Additional GPUs and Enhanced Cluster Management Capabilities
Read MoreRead More
[IMG: Penguin and Dell Showcase Promo]
NewsNovember 18, 2024
[H3] Penguin Solutions Accelerates Time to Value for AI Factories
Read MoreRead More
[IMG: Voltage Park Data Center]
NewsJuly 11, 2024
[H3] Penguin Solutions Selected as the Managed Services Partner for Voltage Park’s NVIDIA Clusters
Read MoreRead More
[IMG: Sandia Vanguard Supercomputer News]
MediaMay 8, 2024
[H3] Sandia Partners With NextSilicon and Penguin Solutions to Deliver ‘First of its Kind’ Runtime Reconfigurable Accelerator Technology
Read MoreRead More
[IMG: AI Laboratory]
MediaApril 15, 2024
[H3] AI Makes Mark on Engineering Education
Read MoreRead More
[IMG: Georgia Tech AI Makerspace]
MediaApril 10, 2024
[H3] Georgia Tech Unveils New AI Makerspace in Collaboration with NVIDIA
Read MoreRead More
[IMG: AI Chip on a Circuit Board]
BlogFebruary 19, 2024
[H3] The Infrastructure Behind the Outputs: Cloud and HPC Unlock the Power of AI
Read MoreRead More
[IMG: Immersion Cooling Tank]
MediaJanuary 22, 2024
[H3] Shell Deploys Cooling Immersion Pods in Texas Data Center
Read MoreRead More
[IMG: DOD Supercomputer]
MediaApril 27, 2023
[H3] Supercomputing Platform From Penguin Solutions Installed at DoD Site
Read MoreRead More
[IMG: META Data Center for AI]
MediaJanuary 24, 2022
[H3] Meta Is Building the World’s Fastest AI Supercomputer
Read MoreRead MoreRequest a Callback
[H2] Talk to Our Experts
Whether you’re struggling with AI solution design, build, deployment, or management—in your data center or in the cloud—Penguin Solutions can help.Partner with Penguin Solutions and get on track to your improve AI advantage.Let's TalkLet's TalkLet's Talk
14534 chars
SUB-PAGE (https://smartm.com/en-us/resources/newsroom/) Designing & Building Data Center AI Infrastructure at Scale 
[H2] Designing, Building, Deploying, & Managing AI Factories Globally
At Penguin Solutions, we understand the boundless potential of technology. We help our customers turn cutting-edge ideas into outcomes—faster and at any scale.
[H3] 25+
Years Experience
[H3] 99,000+
GPUs Deployed & Managed
[H3] 4+ Billion
Hours of GPU RuntimeThe AI Factory Platform Company
[H2] Full-Stack AI Factory Platform
Our AI Factory Platform combines five core elements with industry-leading partner technologies to help customers confidently deploy and scale AI workloads with speed and precision.1. ClusterWareAI™AI factory platform operating system software that unifies and automates cluster deployment and management to simplify operations, streamline administration, and optimize performance.Explore ClusterWareAIExplore ClusterWareAIExplore ClusterWareAI2. MemoryAI™Memory solutions designed specifically for data centers and AI inference. Together, they optimize performance, improve efficiency, and support the growing demand for inference and agentic AI.Explore MemoryAIExplore MemoryAIExplore MemoryAI3. ComputeAI™Advanced computing systems and infrastructure elements optimized for AI workloads. Built for scalability and performance, these solutions support AI training, inference, and data-intensive applications.4. OriginAI®Validated AI factory reference designs and scalable full-stack AI training and inference solutions. Designed to accelerate deployment, scale efficiently, and optimize performance across AI environments at scale.Explore OriginAIExplore OriginAIExplore OriginAI5. End-to-End ServicesExpert support across the full AI lifecycle, including design, build, deployment, and managed services. Penguin Solutions helps customers confidently deploy, optimize, and scale AI environments with speed and precision.
[IMG: AI Factory Platform]
Customer Stories
[H2] Customers TrustPenguin Solutions
[IMG: SK telecom]
Penguin Solutions designed, built, deployed, and now manages one of Korea’s largest GPU clusters, consisting of over 1,000 NVIDIA Blackwell GPUs integrated into a single cluster.Read full storyRead full storyRead full story
[IMG: Haein cluster in network data center]
[IMG: Shell]
Shell powers its sustainable high-performance data centers with Penguin’s high-performance computing (HPC) solutions, including immersion cooling.Read full storyRead full storyRead full story
[IMG: An Immersion Cooling Tank]
[IMG: Georgia Tech]
Penguin Solutions designed, built, and deployed the infrastructure to support the Georgia Tech AI Makerspace.Read full storyRead full storyRead full story
[IMG: Server rack]
[IMG: Sandia National Labs]
Penguin Solutions deploys NextSilicon accelerator technology as part of the Vanguard program at Sandia National Labs.Read full storyRead full storyRead full story
[IMG: Racking servers]
[IMG: Haein cluster in network data center]
Industry Expertise
[H2] Unmatched Expertise inIndustry-Specific Solutions
NeocloudsNeoclouds
[IMG: Neocloud server warehouse]
NeocloudsOil & GasOil & Gas
[IMG: Pipelines leading to refinery]
Oil & GasFinancial ServicesFinancial Services
[IMG: Stock ticker on wall]
Financial ServicesLife Sciences & HealthcareLife Sciences & Healthcare
[IMG: DNA chain]
Life Sciences & HealthcareHigher EducationHigher Education
[IMG: Student and professor reviewing monitor at desk]
Higher EducationGovernmentGovernment
[IMG: Government building]
GovernmentWeatherWeather
[IMG: Weather monitoring sensors tower]
WeatherManufacturingManufacturing
[IMG: Rivets on metal object]
ManufacturingRetailRetail
[IMG: Credit card purchase on laptop]
RetailCritical InfrastructureCritical Infrastructure
[IMG: Telecommunications dish]
Critical InfrastructureTransportationTransportation
[IMG: Shipyard with cargo crates]
TransportationOur Process
[H2] AI InfrastructureComprehensive Services
Penguin Solutions is dedicated to our customers’ success. With 25 years of HPC experience designing, building, deploying, and managing AI and accelerated computing clusters, we have enabled some of the world’s most sophisticated workloads.DesignAccelerate time to value by basing system architectures on a proven set of designs that have been validated at scale in numerous production deployments.Design ServicesDesign ServicesDesign Services
[IMG: Empty server room]
BuildAchieve high rates of system stability with our in-factory experts who integrate and validate all components of the compute cluster including rack integration, network configuration, and burn-in testing.Build ServicesBuild ServicesBuild Services
[IMG: Clean room server build cabling]
DeployDrive on-site installations with coordination of data center staff, data storage partners, and infrastructure cooling providers—and utilize ClusterWareAI™ software to validate
production readiness.Deploy ServicesDeploy ServicesDeploy Services
[IMG: Server room network engineers]
ManageAssure production readiness and change management by working with a certified NVIDIA DGX Managed Services provider, the offers a full set of end-to-end services.Manage ServicesManage ServicesManage Services
[IMG: Network engineer at work in server room]
[IMG: Empty server room]
“Penguin Solutions demonstrated a deep understanding of our technical requirements, translating them into a sophisticated infrastructure environment that meets and exceeds expectations.”“It takes a village to do AI well, it takes an infrastructure, it takes a data center, and it takes experts. And, I think in that regard, having Georgia Tech, NVIDIA, and Penguin—that’s what it takes.”“After a thorough RFP process, it was clear early on that Penguin was the right partner for us. Not only do they have the technical expertise and decades of experience, but they’re able to move very fast.”Our Products
[H2] Precision Engineered forAccelerated Performance
[IMG: Woman in data center with tablet]
[H2] OriginAI®
OriginAI® is an AI factory infrastructure solution built on proven, pre-defined AI architectures that can scale from hundreds to over 16,000 GPU clusters.OriginAI integrates these validated technologies with Penguin’s intelligent, intuitive cluster management software and expert services for designing, building, deploying, and managing AI infrastructure at scale.Discover OriginAIDiscover OriginAIDiscover OriginAI
[IMG: ClusterWare on laptop screen on desk]
[H2] ClusterWareAI™
Simplify the deployment and management of AI clusters to realize greater productivity at speed with our AI factory platform operating system software.With ClusterWareAI software, bare-metal hardware, network, and software resources are transformed into high-performance cluster environments, reducing administration complexity and optimizing resource availability.Discover ClusterWareAIDiscover ClusterWareAIDiscover ClusterWareAI
[IMG: Data center room aisle]
[H2] Delivering NVIDIA DGX-Ready Managed Services
Penguin Solutions has designed and deployed large NVIDIA DGX clusters with high-speed NVIDIA InfiniBand networking and optimized storage.We have deep expertise and relationships with most storage vendors which allows us to provide bespoke solutions for every customer.Explore AI Managed ServicesExplore AI Managed ServicesExplore AI Managed Services
[IMG: ztc Endurance]
[H2] Stratus ztC Endurance®
Stratus ztC Endurance® is an innovative family of computing platforms that enables intelligent, predictive fault tolerance and 99.99999% compute platform availability.The platform combines built-in fault tolerance, proactive health monitoring, and serviceability by OT or IT, all while meeting your cybersecurity requirements.Discover Stratus ztC EnduranceDiscover Stratus ztC EnduranceDiscover Stratus ztC Endurance
[IMG: ztc Edge]
[H2] Stratus ztC Edge®
Stratus ztC Edge® is a secure, rugged, highly automated computing platform that improves productivity, increases operational efficiency, and reduces downtime risk at the edge of corporate networks.Its self-protecting and self-monitoring features drastically reduce unplanned downtime and ensure continuous availability of business-critical applications.Discover Stratus ztC EdgeDiscover Stratus ztC EdgeDiscover Stratus ztC Edge
[IMG: everRun]
[H2] Stratus everRun®
Stratus everRun® is a software solution that pairs two servers via virtualization to create protected and replicated virtual machines (VMs) within a single operating environment, ensuring your applications run without interruption or data loss.Stratus everRun accelerates time to revenue by transforming your applications into continuously available solutions with customized availability.Discover Stratus everRunDiscover Stratus everRunDiscover Stratus everRun
[IMG: CXL expansion memory]
[H2] Introducing the New Family of CXL® Add-in-Cards (AICs)
Compute Express Link (CXL) enables data centers, cloud services, and HPC providers to expand memory for intensive computing easily and cost-effectively.Discover CXL AICDiscover CXL AICDiscover CXL AIC
[IMG: ZDIMM]
[H2] Ultra-High Reliability Zefr ZDIMM Memory Modules
Ideal for data centers, hyperscalers, and HPC platforms running large memory applications that require maximum compute availability.Discover Zefr ZDIMMDiscover Zefr ZDIMMDiscover Zefr ZDIMM
[IMG: Flash memory]
[H2] Next-Generation Data Center SSDs
Designed to meet the stringent demands placed on storage systems in hyperscaler, hyper-converged, enterprise, and edge data centers.Discover Data Center SSDsDiscover Data Center SSDsDiscover Data Center SSDsNews Corner
[H2] Latest from Penguin Solutions
[IMG: Dell award presentation]
NewsJune 2, 2026
[H3] Dell Technologies Names Global Alliances Americas AI Partner of the Year
Read MoreRead More
[IMG: HBM rendering]
BlogMay 21, 2026
[H3] Scaling the Memory Wall: HBM, CXL, and the New GPU Playbook
Read MoreRead More
[IMG: Penguin on top of world]
NewsApril 20, 2026
[H3] Penguin Solutions Featured on USA Today’s Climate Leaders 2026
Read MoreRead More
[IMG: Penguin Solutions Selected by Deepgram]
NewsMarch 17, 2026
[H3] Penguin Solutions Powers Deepgram's Enterprise Voice AI Infrastructure
Read MoreRead More
[IMG: CXL-Based KV Cache Server]
NewsMarch 16, 2026
[H3] Penguin Solutions Introduces First Production-Ready CXL-Based KV Cache Server
Read MoreRead More
[IMG: Kash Shaikh Appointed as President and CEO and as a Director of Penguin Solutions]
NewsFebruary 2, 2026
[H3] Penguin Solutions Announces CEO Transition
Read MoreRead More
[IMG: Spectra Supercomputer]
NewsDecember 8, 2025
[H3] Sandia Announces Spectra Supercomputer Installed by Penguin Solutions
Read MoreRead More
[IMG: ICE ClusterWare Management Software 13.0]
NewsNovember 17, 2025
[H3] Penguin Solutions Releases ICE ClusterWare Management Software 13.0
Read MoreRead More
[IMG: NBC News Press:Here]
MediaOctober 9, 2025
[H3] Our CEO, Mark Adams, Recently Spoke with Scott McGrew on NBC News
Read MoreRead More
[IMG: Mark Adams]
MediaSeptember 3, 2025
[H3] CEO & President Mark Adams Joins the Micro Journeys Podcast
Read MoreRead More
[IMG: Haein Cluster Server Room]
NewsAugust 5, 2025
[H3] SK Telecom Launches Sovereign AI Infrastructure, Powered by NVIDIA
Read MoreRead More
[IMG: Two pages in overlay spread]
MediaJune 13, 2025
[H3] Five Critical Design Considerations for AI Infrastructure
Read MoreRead More
[IMG: CDW Partnership]
NewsMay 6, 2025
[H3] Penguin Solutions Signs Agreement with CDW Expanding Customer Reach
Read MoreRead More
[IMG: Badge award image]
NewsApril 7, 2025
[H3] Stratus ztC Endurance Named “HPC Solution of the Year”
Read MoreRead More
[IMG: AI Award]
NewsMarch 25, 2025
[H3] Penguin Solutions' OriginAI Honored as a Winner in the 2025 AI Excellence Awards
Read MoreRead More
[IMG: FlashBlade //EXA logo]
NewsMarch 11, 2025
[H3] Penguin Solutions Supports Pure Storage Introduction of FlashBlade//EXA™
Read MoreRead More
[IMG: ICE ClusterWare Slide]
NewsMarch 4, 2025
[H3] Penguin Solutions Expands Its AI Infrastructure Management Software
Read MoreRead More
[IMG: Executives from Penguin, Rebellions, and SK-Telecom Sign Deal]
NewsMarch 4, 2025
[H3] Rebellions Partners on Strategic Collaboration Initiative
Read MoreRead More
[IMG: Mark Seamans podcast interview cover about simplifying AI Complexity]
MediaJanuary 17, 2025
[H3] Mark Seamans Discusses Simplifying AI Complexity with Data Management
Read MoreRead More
[IMG: Penguin Executive and Partners Closing a Deal]
NewsJanuary 9, 2025
[H3] Penguin Solutions Signs AI Data Center Collaboration Agreement with SK Telecom and SK hynix
Read MoreRead More
[IMG: Penguin Executives Winning an Award]
BlogNovember 20, 2024
[H3] Penguin Solutions Named in Top Five Vendors to Watch in 2024 HPCwire Readers’ and Editors’ Choice Awards
Read MoreRead More
[IMG: Origin AI Infrastructure]
NewsNovember 19, 2024
[H3] OriginAI Infrastructure Now Available with Additional GPUs and Enhanced Cluster Management Capabilities
Read MoreRead More
[IMG: Penguin and Dell Showcase Promo]
NewsNovember 18, 2024
[H3] Penguin Solutions Accelerates Time to Value for AI Factories
Read MoreRead More
[IMG: Voltage Park Data Center]
NewsJuly 11, 2024
[H3] Penguin Solutions Selected as the Managed Services Partner for Voltage Park’s NVIDIA Clusters
Read MoreRead More
[IMG: Sandia Vanguard Supercomputer News]
MediaMay 8, 2024
[H3] Sandia Partners With NextSilicon and Penguin Solutions to Deliver ‘First of its Kind’ Runtime Reconfigurable Accelerator Technology
Read MoreRead More
[IMG: AI Laboratory]
MediaApril 15, 2024
[H3] AI Makes Mark on Engineering Education
Read MoreRead More
[IMG: Georgia Tech AI Makerspace]
MediaApril 10, 2024
[H3] Georgia Tech Unveils New AI Makerspace in Collaboration with NVIDIA
Read MoreRead More
[IMG: AI Chip on a Circuit Board]
BlogFebruary 19, 2024
[H3] The Infrastructure Behind the Outputs: Cloud and HPC Unlock the Power of AI
Read MoreRead More
[IMG: Immersion Cooling Tank]
MediaJanuary 22, 2024
[H3] Shell Deploys Cooling Immersion Pods in Texas Data Center
Read MoreRead More
[IMG: DOD Supercomputer]
MediaApril 27, 2023
[H3] Supercomputing Platform From Penguin Solutions Installed at DoD Site
Read MoreRead More
[IMG: META Data Center for AI]
MediaJanuary 24, 2022
[H3] Meta Is Building the World’s Fastest AI Supercomputer
Read MoreRead MoreRequest a Callback
[H2] Talk to Our Experts
Whether you’re struggling with AI solution design, build, deployment, or management—in your data center or in the cloud—Penguin Solutions can help.Partner with Penguin Solutions and get on track to your improve AI advantage.Let's TalkLet's TalkLet's Talk
14534 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
180Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 45 0
/en-us/products/finder/ 45 0
/en-us/contact-us/ 45 0
/en-us/resources/newsroom/ 45 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema 
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        },
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        },
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            "name": "ComputeAI™"
        },
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            "name": "Stratus"
        },
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            "@type": "Brand",
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        },
        {
            "@type": "Brand",
            "name": "SMARTsemi"
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    ],
    "potentialAction": {
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        "query-input": "required name=search_term_string"
    },
    "email": "sales@penguinsolutions.com",
    "sameAs": [
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/en-us/products/finder/ 
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    "potentialAction": {
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/en-us/contact-us/ 
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/en-us/resources/newsroom/ 
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}

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
IT Services, Hosting & Managed Services
45.6 Avg BS

Based on 788 businesses audited.

BS Detector

IT Services, Hosting & Managed Services BS: Penguin Solutions, Inc. (smartm.com)

https://smartm.com 📍 Industry: IT Services, Hosting & Managed Services
16 BS / 100

This is a high-substance technical site that treats AI infrastructure as a forensic engineering challenge rather than a marketing trend. It backs massive scale claims with named-client case studies and specific technical protocols.

Info Density Power-words vs. Substance ratio.
5
17% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
7
35% BS
Commodity Fingerprint Detection of industry clichés/templates.
3
20% BS
Identity & Authority Expert verifiability & Schema depth.
1
7% BS

Integrate external verification links for the 45 listed reviews to eliminate trust theatre flags. Provide a direct link to the published SLA terms for the 99.99999% availability claim to move it from a marketing claim to a legal guarantee. Add Person schema for named executives to solidify the digital footprint of leadership.

The site strongly aligns with the High-Performance Computing (HPC) and Managed IT Infrastructure categories. The content focuses on specialized hardware and software for AI factories rather than generic cloud or small-business IT support.

“The score of 16 represents minimal BS, driven primarily by the high ratio of specific technical nouns and numbers to generic adjectives. The site successfully avoids the commodity traps of the IT services industry.”

Verified Analysis Date: June 20, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Analysis Disclosure & Source Attribution

This training module utilizes a snapshot of public data from Penguin Solutions, Inc., captured on June 20, 2026, to demonstrate how machine logic evaluates different types of business narratives.

Purpose: This data is presented under “Fair Use” / “Educational Exception” for the purpose of forensic semantic analysis, allowing users to compare human intuition against machine-generated evaluations.

Notice to Penguin Solutions, Inc.: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results provided by 1EuroSEO are intended as professional feedback to help improve any website’s machine-readability and authority signals. The 1EuroSEO BS Detection Tool is a free tool, and anyone can test any company to see how their content is interpreted by AI models.

Any company can use the insights for free and improve its voice by comparing it to industry clichés or competitors. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.

To all users: You are encouraged to visit the live site at https://smartm.com to view the most current version of its content and learn from the source what this company is about and what it offers.

Brand AI Reputation