In the rush to implement AI solutions, many portfolio companies overlook the critical need for governance structures. Deploying AI agents without a solid foundation can lead to significant challenges down the line.
Establishing routing and lineage layers is essential for ensuring that AI systems operate effectively and transparently. These layers help track data flow and decision-making processes, which are vital for accountability.
A well-designed control plane is necessary for managing AI deployments across portfolio companies. It provides the oversight needed to scale agentic AI responsibly and efficiently.