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Most companies don’t start with a grand vision of autonomous AI ecosystems. They begin small. A support bot here. A document-processing assistant there. Maybe an internal analytics agent helping with reporting. Individually, these systems deliver incremental value. But as adoption grows, organizations face a new challenge: fragmentation. Agents don’t share context. Workflows become disconnected. Decision-making…