How the dashboard is built

From raw event research to a comparable record

Each event standardizes results versus expectations, guidance, implied cadence, stock reaction, narrative change and the market environment. Market reaction windows are independently calculated only where explicitly shown.

01

Collect one event per AlphaSense thread

Each company-period is captured separately with the AlphaSense thread, official release and mechanical status.

02

Normalize universal fields

Results, guidance direction, implied cadence, reaction, narrative change and market environment map into one schema.

03

Preserve industry KPIs

Universal comparison sits beside KPIs appropriate to each GICS industry.

04

Separate latest state from full history

The market-environment page shows latest state; company pages retain eight events.

05

Expose evidence limitations

Mechanically imperfect reports remain usable only with an explicit exception.