Iconiq-State-of-AI-Bi-Annual-Snapshot-2026.md

ICONIQ's "State of AI: Bi-Annual Snapshot" (January 2026) presents survey-driven findings and community perspectives on how software companies are building, deploying, monetizing, and operationalizing AI. It covers trends including a shift toward application-layer and vertical AI products, multi-model strategies, data readiness challenges, reinforcement learning adoption, evolving AI economics and pricing models, GTM and staffing implications, and measurable internal productivity gains from AI tools.