Coverage-grade tone intelligence at scale.

Analysts cover dozens of companies across hundreds of calls per year. Tone assessment is currently manual, inconsistent and time-consuming. One analyst's read on ‘cautious’ is another's ‘measured’. Tonalysis applies a consistent, structured methodology across every call — so your tone data is as comparable as your financial data.

The five-axis framework gives you a repeatable scoring system you can track across quarters and companies. Declining engagement scores signal emerging investor relations problems before they show up in price. Increasing hedging density on a specific topic — supply chain, margins, a particular geography — is an early indicator of a problem being managed rather than disclosed.

Tonalysis output is structured JSON. It integrates directly into your existing research workflow, model inputs, or internal dashboards. No summarisation. No prose to interpret. Structured, schema-validated intelligence.