AI expands data access along three vectors — breadth (more people asking questions), depth (multi-turn follow-up analysis), and speed (proactive insights before questions asked). The percen…

The step-change from one-shot LLM outputs to models that can reason, iterate, loop, call tools, and manage sub-agents over dozens of turns unlocked Hex's notebook agent and Threads. This sa…

Public benchmarks are misleading; rigorous evals on real customer workloads (1,700 companies) show material differences in how models handle analytics context (huge result sets, chart encod…

The differentiator is not UI or model choice but context engineering — semantic models, governance, online eval systems (confuse meter, thinking-token inspection), and human-in-the-loop fee…

A separate AI team creates silos and bolted-on features. Embedding AI fluency in every PM/designer/engineer — with shared AI platform infrastructure — compounds value as teams natively cons…

Charging for AI as an add-on (like cloud in 2014) warps incentives and is short-lived. Hex includes AI in base seats (expanding TAM as more roles become data users) and will add consumption…