AI usage is moving beyond simple chat. As organizations adopt AI coworkers, coding assistants, agents and workflow automation, every retrieval, tool call, intermediate step and reasoning loop contributes to the cost of execution. The next phase of enterprise AI will be defined not only by the intelligence of the model, but by how effectively the overall architecture turns AI spend into useful, work-ready outcomes.

As AI agents act autonomously across enterprise systems, traditional security—built for humans, not machines—falls short. Glean's AWARE framework offers five dimensions to govern actor intent, context, guardrails, real-time risk, and observability, transforming governance from a brake into an accelerator for safe AI adoption.

Enterprise AI adoption is surging, with generative AI as a key driver. However, fragmented AI tools create inefficiencies and hidden costs. Centralized AI platforms offer a sustainable solution, fostering collaboration, reducing costs, and enhancing innovation. Embracing a unified AI strategy now can transform challenges into opportunities for growth and leadership.