Empowering Enterprises: Deploy AI Factories with WWT
In this article
Why AI factories matter
AI factories are the engines of enterprise transformation. They convert raw data into actionable intelligence, driving outcomes that matter. Any organization investing in AI for the long term is, in effect, building its own AI factory: a scalable infrastructure for continuous learning and innovation.
An AI factory is specialized infrastructure that manages the full AI lifecycle, from data ingestion and model training to inference and ongoing operations, built around performance, scalability and energy efficiency.
WWT's AI Factory is both a purpose-built environment and a proven process, designed to complement and accelerate the AI factories our clients build.
Building and testing AI infrastructure in the AI Proving Ground
WWT's AI Proving Ground (AIPG) serves as our AI Factory: a dynamic environment where we refine and perfect AI infrastructure and deployment strategies to deliver business outcomes. Our work with clients in the AIPG allows them to simulate real-world conditions, enabling them to test and optimize their AI solutions before full-scale deployment.
As organizations move into generative AI (GenAI) deployment, architectural precision becomes even more critical. Designing for training and inference, for example, requires a deep understanding of tokens per watt, model types and numerical precision, from formats like FP8 and BF16 to techniques like quantization.
To support this level of sophistication and to help organizations make the right technology decisions, we provide the capabilities and skills needed to move faster and with confidence:
- Evaluate different AI technology providers
- Validate AI hardware, software and cloud-based solutions in a dedicated lab environment
- Research and experiment across use cases like autonomous agents, digital twins, digital humans and computer vision
- Deploy infrastructure at scale via our global integration centers
- Validate AI security and governance
- Evaluate AI gateway and orchestration platforms
This is all anchored by the AIPG, where clients can field test, experiment and benchmark technologies across hundreds of AI startups and OEMs before making critical investments.
Learn more: Read Building for Success: A CTO's Guide to Generative AI
A strategic journey, not just a phase
The AI Proving Ground is the foundation: AI Studio explores potential and validates use cases; AI Foundry enables rapid development and deployment of AI applications; AI Factory ensures scalable, efficient AI infrastructure.
AI Studio: Aligns AI initiatives with business priorities, uncovers high-value use cases and assesses organizational readiness.
AI Foundry: Turns strategy into execution by engineering data pipelines, developing models, integrating systems and embedding security.
AI Factory: Operationalizes it all by deploying and scaling infrastructure, automating workflows and managing AI across the enterprise through services including consulting and strategy; design and validation; technology partnerships; integration and deployment; supply chain and lifecycle.
Together, these phases create a flywheel of AI innovation that moves organizations faster and smarter.
Tailored AI factories for real-world impact
We help organizations operationalize AI at scale through purpose-built factories that deliver measurable outcomes from day one and evolve with your maturity.
Our modular, vendor-neutral architecture integrates modern high-performance compute and accelerators, networking, storage and software across cloud, edge and on-premises environments — powering performance wherever AI workloads run.
Curious about your AI readiness? Explore our AI Maturity Model Report to identify your next steps.
Global integration centers: Scaling with confidence
To activate these environments at scale, we rely on our global integration centers — state-of-the-art facilities where we assemble, configure and deliver AI infrastructure with speed and precision.
Combined with robust supply chain and lifecycle services, these centers streamline deployment and support long-term growth.
Why choose WWT
WWT offers:
- Broadest AI ecosystem: Access to trusted enterprise partners and emerging innovators.
- Proven AI delivery experience: Over a decade of delivering AI outcomes across industries.
- Flexible architecture: Optimized for cloud, neocloud, private data centers and edge environments.
- End-to-end services: From center of excellence (CoE) development to infrastructure security and delivery.
- AI Proving Ground: Rapid experimentation and validation to de-risk initiatives.
- Integrated security: Embedded governance and risk management across AI workstreams.
- Cutting-edge research: Insights from real-world engagements and our AI Proving Ground.
- Customizable solutions: Modular, scalable and free from vendor lock-in.
- AI Readiness Model for Operational Resilience (ARMOR): a vendor-agnostic framework to secure AI deployments at every stage, helps organizations operationalize AI security to protect against these dynamic and fast-moving threats.