LLMs are incredibly powerful at understanding language, summarizing conversations, and extracting insights from unstructured data. But they are not built for prediction. And in go-to-market teams, prediction is everything.
You need to know:
- which deals will close
- which accounts are at risk
- how to improve conversion rates
That is where machine learning excels. ML models use structured data to forecast outcomes and optimize decisions in real time.
The real advantage comes from combining both: LLMs for understanding context and ML for predicting outcomes.
AI-native CRMs are uniquely positioned to do this because they unify data and build intelligence into the core system.
Machine learning is not dead. It is just finally being used correctly.