2026 Enterprise AI Predictions -- Fragmentation, Commodification And The Agent Push Facing CIOs
InformationWeek, Monday, January 5th, 2026
In 2026, enterprise AI is shaped by competing agent-based approaches, commoditized agent tooling, new physical AI cost models and persistent data and security constraints.
Three years after ChatGPT reignited investments in AI, enterprise focus is shifting from improving large language models (LLMs) to building agentic systems on top of them.
Vendors are bolting agentic capabilities into workflows, spanning copilots, autonomous automations and digital twins used to optimize factory performance. But many of these proofs of concept are colliding with the messy realities, including agents gone rogue, unstructured data quality gaps and new compliance risks.