Agentic Systems

88% of enterprise AI leaders regret skipping foundational work before agentic deployment, per the Agentic Enterprise Report 2026. Snowflake's CoCo control plane now governs agentic workflows for Fanatics, Thomson Reuters, and WHOOP. Infrastructure availability is no longer the bottleneck—organizational readiness is.

Nearly a quarter of CFOs plan to raise AI budgets by more than 50% as agentic systems displace rule-based financial automation. AI-native startups Numero AI and Finance Pilot are reaching M&A stage within months of launch, while incumbents BlackLine, OneStream, and Oracle scramble to retrofit. Oracle's year-to-date stock decline reflects investor skepticism about legacy platforms' reinvention pace.