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AI agent for bookkeepers

Month-End Reconciliation Agent

A reproducible reconciliation workpaper where every difference is explained or queued.

Month-End Reconciliation Agent: what goes in, what the agent does and what you get

What it does

Month-end reconciliations often depend on manual extracts and unexplained adjustments. Small differences get plugged instead of explained. At month-end close this agent loads and normalizes the subledger and general ledger extracts and checks they cover the right period. If not, it requests the correct extract. It computes the balance differences and traces the largest unexplained one to source transactions. After each explanation it recomputes the balance and checks whether the remaining difference is within tolerance. If not, it investigates the next transaction group. It never creates a balancing entry to make a residual disappear; residuals go to an exception queue. The accounting manager signs off the workpaper. Edge case: a timing difference expected to clear next month is labeled as such.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueYes, continueApprovedNoNo 1 STARTS WHEN Month-end close 2 USES A TOOL Load and normalize extracts 3 CHECKS THE RESULT Are the extracts for the right period? If not: request the correct extract. Back to step 2. 4 USES A TOOL Compute balance differences 5 DOES Trace the largest difference to source transactions 6 USES A TOOL Recompute after each explanation 7 CHECKS THE RESULT Is the residual within tolerance? If not: investigate the next transaction group. Back tostep 5. 8 YOU APPROVE Accounting manager signs off 9 RESULT Workpaper and exception queue
Read the steps as a list
  1. Month-end close
  2. Load and normalize extracts
  3. Are the extracts for the right period?If not: request the correct extract. Back to step 2.
  4. Compute balance differences
  5. Trace the largest difference to source transactions
  6. Recompute after each explanation
  7. Is the residual within tolerance?If not: investigate the next transaction group. Back to step 5.
  8. Accounting manager signs offThe agent waits here for your OK.
  9. Workpaper and exception queue

How it decides

It investigates the largest unexplained difference first, recomputes after each explanation, and moves to another transaction group when the residual persists.

  • Next investigation: largest unexplained difference.
  • Explanation accepted: supported by source transactions.
  • No plugging: residuals are routed, never balanced away.

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Tolerance for remaining differences (default $50 or 0.01% of the balance)
  • Accounts and subledgers reconciled
  • Close calendar and deadline (default working day 3)
  • Workpaper format (default standard reconciliation template)
  • Who signs off (default the accounting manager)

What keeps you in control

It always asks you first

  • Journal posting
  • Policy changes
  • Close sign-off

Hard limits

  • Read-only ledgers.

It stops when

  • Done: within tolerance.
  • Needs a human: residual unexplained.

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensAt the September close the AR subledger is $3,140 higher than the general ledger. The residual check fails against a $50 tolerance. The agent traces a $3,100 credit note posted in the subledger on September 30 but not yet in the ledger and labels it a timing difference. The remaining $40 is within tolerance and left as an open item. Accounting manager Ivan Petrov signs off.

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