AI writes a CRM automation in seconds and the demo dazzles. Then day two arrives and it breaks. Here is why generated automation fails on cross-object context, auditability, and maintenance, and what to use instead.

Most sales AI lives behind a dashboard. The Spotlight CLI puts the Knowledge Graph and agent squad on the command line, scriptable, automatable, and built for RevOps engineers.

Discover how the next generation of sales intelligence platforms is transforming deal execution in 2025. From AI-driven qualification and forecasting to privacy-first data handling, this guide helps revenue leaders evaluate, compare, and implement solutions that actually move the needle. Featuring Spotlight.ai’s end-to-end execution intelligence approach.