Enterprise AI Foundry Solutions - Manage Data with AI | HCLTech

What is Enterprise AI Foundry?

The Enterprise AI Foundry aims to drive AI-led transformation in business processes and strategies across enterprise value chains.

HCLTech Enterprise AI Foundry is designed to enhance customer experiences, streamline operations, enable smart decision-making and deliver rapid business outcomes. It focuses on four key priorities:

  • Establishing comprehensive AI estates while reducing technical debt
  • Driving impactful business results through AI integration
  • Transitioning experiments into full-scale production
  • Promoting responsible and sustainable enterprise-level AI adoption

By integrating a wide range of data engineering and AI assets with a cognitive infrastructure, HCLTech Enterprise AI Foundry accelerates Generative AI (GenAI)-led transformation across business value chains.

Enterprise AI Foundry

Our Capabilities

The Enterprise AI Foundry offers Ready4AI assessment, reference architectures and pre-configured technology stacks tailored to different business models. This facilitates rapid AI platform setup, significantly reducing time and costs compared to traditional methods.

The Enterprise AI Foundry adopts a tool-based approach to prioritize AI use cases. Data-driven algorithms evaluate each use case based on "Desirability-Feasibility-Viability-Risk" parameters, empowering initiative sponsors to assess the benefits and challenges before investing.

The Enterprise AI Foundry expedites experimentation and scaling by utilizing AutoML, pre-trained models and proprietary AI model libraries. It facilitates the integration of structured and unstructured data through purpose-built pipelines and specialized data stores, ensuring high-quality data for AI models. This accelerates both experimentation and production-grade development.

Engineered for efficiency, the Enterprise AI Foundry speeds up AI model to production and simplifies model management in operations. It embraces industry best practices in ML Operations, LLM Operations and DevSecOps, offering multiple deployment options for batch and edge-based services. Tools like the MLOps command center aid AI leaders in monitoring model performance across the organization.

The Enterprise AI Foundry leverages AI-based tools to embed Responsible AI controls throughout the AI lifecycle, from model development to post-production monitoring. It meticulously tracks and archives AI design choices, experimental paths and model outputs to enhance traceability and compliance with the industry-accepted definition of Responsible AI standards. Custom controls can be integrated to meet specific industry regulations.

Through a blend of AI literacy programs, Change Management tools and impact assessments, the Enterprise AI Foundry drives value realization and transformative change from AI use cases.

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