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Everything AI. All in one place.
The AI Proving Ground (AIPG) provides unrivaled access to the world's leading AI technologies. Powered by our Advanced Technology Center, this unique lab environment accelerates your ability to learn about, test, train and implement AI solutions.
Popular AI Proving Ground services
Clients across industries are leveraging the AI Proving Ground to accelerate their AI journeys and build for scale across all levels of the AI product stack. What AI validation, research and experimentation will you use the AIPG for?
AI ecosystem enablement
Thermal modeling and ESG impact estimation; GPU capacity forecasting and right-sizing; AI stack and deployment model comparisons and more!
GenAI & deep learning
LLM fine-tuning (cloud and on-premises); computer vision and image modeling; vector database selection and LLMOps and more!
Edge compute & AI inference
Edge frameworks and AI inference; testing LLM/GenAI embeddings in edge-compute products and more!
Foundational data capabilities
Digital twin design andAI workload replication; federated machine learning (ML); AI middleware and software, including data catalogs, lineage tools and more!
New Learning Series
AI Essentials
A Learning Series designed to equip you with the knowledge and skills needed to understand key aspects of AI, including key topics like high-performance storage, networking, computing and security — all tailored to the specific needs of AI apps.
WWT Research: Guiding the C-suite and technologists to AI success
How WWT accelerates AI solution development
The AIPG features an unrivaled blend of multi-OEM infrastructure, software and cloud connectivity — all designed to accelerate your decision-making when it comes to finding the right AI-powered solutions for your organization.
Designed
Identify, develop, evaluate and implement AI use cases that lead to immediate and measurable business value.
Tested
Evaluate AI models; assess integration, performance, supportability and security; and design and deploy AI solutions.
Trusted
Leverage WWT's applied AI experience and the latest infrastructure, reference architectures, and insights from the leading AI companies.
PLACEHOLDER CUSTOMER QUOTE
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Jensen Huang
NVIDIA
Who is the AI Proving Ground for?
The AI Proving Ground provides a safe and secure sandbox for data scientists, data center engineers and software developers to learn, test, iterate and innovate. It's a playground for bold ideas, unencumbered by the inherent constraints and risks of live systems.
Business leaders
Prioritize AI use cases that have direct relevance and impact on business operations and create tangible value for the organization.
Data scientists
Evaluate AI models, including LLMs for GenAI, NLP models for smart assistants and language translation, and computer vision models for image classification and object recognition.
Infrastructure engineers
Assess hardware and software integration, validate AI workflow performance, ensure supportability, and security, and design and deploy AI applications in hybrid environments.
Inside the AI Proving Ground
Get exclusive hands-on access to 14 diverse AI environments, spanning reference architectures to automated component setups, to validate hardware-software integrations and compare the performance of emerging AI solutions — risk-free.
What's inside
Powered by the ATC
The WWT Advanced Technology Center
The ATC Platform is a technology playground that mitigates the risk inherent in solving complex business challenges through testing, evaluation, development, implementation and deployment of the right technology solutions.
20,000+
VMs in the ATC Cloud
500+
Rack capacity
$900M+
Infrastructure investment
600+
Pre-built capabilities
6,000+
Customer engagements
200+
OEMs