Leaving the GenAI ​Sandbox: Engineering ​for Outcomes

AI Foundations is a strategic framework that accelerates time to value for GenAI use cases by establishing a secure, scalable architecture, a data readiness strategy, and a GenAI operating model tailored for governance of LLM-based workloads—transforming AI concepts into realized, outcome-driven value.

88% of AI pilots fail to reach scaled production.

The rapid advancement of Generative AI models, platforms, and services provides a uniquely powerful opportunity to transform how organizations create value and productivity. Many companies remain stuck in an endless loop of pilots, proofs of concept, and prototypes that leave them struggling to scale AI beyond experimentation.

To break out requires a shift from siloed experimentation to strategic execution. That means stepping back to re-form the foundations of your GenAI operating model to focus on model flexibility, data readiness, orchestration, cost, security, and responsible-use governance. These foundations accelerate time to value by streamlining the scaled delivery of your organization’s most impactful AI/ML use cases.

GenAI Foundations enables confident solution deployment using the right mix of models, enforcing policy, managing spend, and protecting your valuable IP and brand integrity. Addressing AI, cloud, and data complexity head-on and unifying fragmented one-off efforts will allow you to overcome the barriers that stall progress and drive market-ready AI initiatives that deliver real-world impact and measurable outcomes.