You Only Need 3 Things to Turn AI Experiments into AI Advantage

Many enterprises fail to realize value from AI, often getting stuck in a purgatory of proof-of-concept projects. To achieve a real advantage, organizations should focus on three foundational pillars. The first is building a "Context Platform" which acts as a fabric of enterprise truth, providing AI with rich situational awareness beyond just raw data. The second pillar is an "AgentOS" (Agent Operations Platform) to enable the governed building, deployment, and monitoring of AI agents at scale. The final pillar involves a "Workforce Magic" program to upskill employees, redesign workflows for human-agent collaboration, and make the organization AI-native.