Month-End Close Commentary Agent

Problem

Close ends with two days of a controller staring at a variance report, opening subledgers to remember why marketing overspent, and writing the same paragraph structure they wrote last month.

Solution

An agent that identifies the material variances, traces each to the transactions driving it, drafts the explanation in the house style, and marks clearly which lines it could not explain from the data so a human knows exactly where to look.

Tech stack

Required integrations

• General ledger and subledgers
• Budget or forecast source
• Slack or email for chasing account owners
• Excel and Google Sheets export

Key features

• Variance detection against budget, prior period and prior year
• Drill-through from a variance to the transactions that caused it
• Draft commentary in the house style, with figures tied to the ledger
• Explicit 'could not explain' list rather than a confident guess
• Question routing to the account owner who knows the answer