Sentiment analysis is the automated estimation of emotional tone or attitude in language, such as positive, neutral, frustrated, or uncertain.

Why Sentiment analysis matters

In customer conversations, sentiment can help prioritize review, adapt a workflow, or trigger a human handoff.

How it works in practice

Because tone is context-dependent, sentiment should be treated as a supporting signal rather than a definitive judgment about a person.