Ops Automation Reimagined: AI Results in 2026
In 2026, enterprise AI automation is shifting from solo bots to multi-agent systems automation managed through agent control planes. Governance as code agents and regulatory compliance data sovereignty requirements are now non-negotiable. Measure Agentic automation ROI with trust + risk metrics, modernize data quality AI enabler foundations, and move physical AI production systems from pilot to production—without losing sleep.
AI-Powered Product Ops: Real Results, No Hype
AI in product operations is shifting from personal productivity hacks to team-level workflow orchestration. Expect agentic runtimes, stronger AI risk governance, hybrid infrastructure, and a rise in physical AI—plus a new “agentic operating system” layer to keep it all sane.
AI Marketing Ops, Real Results (No Hype)
AI is moving from “experiments” to core marketing operations: decision intelligence + AI agents + autonomous execution can speed work, cut ops costs (up to 30% for aggressive adopters), and enable always-on experimentation—if you protect authenticity, data ownership, and measurement.