Tame complexity, unlock scale with AI refinery
AI and gen AI bring new opportunities through data and automation, but also new complexity and challenges around infrastructure and governance at scale.
The ramp in demand for gen AI has been steep. Organizations initially focused on the art of the possible -- innovation labs and proofs-of-concept -- with mixed results. But now, to solution and activate at scale and show value, there are compound challenges. Enterprise leaders are faced with managing complexity, pace of change, cost, and risk across the domains of data, knowledge management, infrastructure, ecosystem, applications and agents, reputation, regulatory compliance, and security.
Accenture AI RefineryTM is a suite of asset-powered, expert-led solutions purpose-built to drive value from investments in AI and generative AI.
of companies recognize gen AI’s impact, yet only 9% have fully deployed a use case, citing several scaling challenges.
By 2028, more than 50% of enterprises that built large AI models from scratch will abandon their efforts due to costs, complexity and technical debt in their deployments. (Source)
Allows AI systems to act autonomously—to reason, plan and propose tasks that can be executed responsibly with minimal human oversight, but also to drive meaningful outcomes.
Distill and refine prebuilt foundation models with your own data and unique processes and optimize inferencing to drive reinvention and value.
Manage the various components of AI—data, models, and agents—to ensure they function seamlessly and efficiently, considering factors such as cost, accuracy, or relevance.
Scan and vectorize all your proprietary corporate data and knowledge into an enterprise-wide index to empower gen AI machines.