Earnings Results Model Update Agent

On earnings day, analysts rush to update models, and a typo in a cash flow line can carry into a published call. When a covered company reports, this agent updates the model. It reads the release, filings and call transcript, enters actuals for the quarter, and compares them to the analyst's estimates and consensus. It records guidance changes with old and new figures and flags line items that changed definition. It then checks the model: the balance sheet balances, cash flow ties and no links are broken. If a check fails, it finds the cell and fixes the entry. It drafts a short results note with beats, misses over 5% and key quotes. The analyst changes forecasts and approves the note. Edge case: the company restates last year's segments, so the agent updates history before comparing.