Nearly 95% of enterprise AI initiatives stall in pilot — not because of the model, but because intelligence is bolted onto fragmented systems and siloed data. This session shows how to solve the 80% architectural challenge with a Horizontal AI Operating System, horizontally decouple enterprise context, and use modular workflows, apps, and agents to build a sovereign, scalable foundation for enterprise intelligence.