Smarter Week

AI and automation by role

How Staff accountants can use AI and automation

Below are 14 common tasks for Staff accountants, most common first. For each one you get the best fix (AI, automation, a feature in software you already have, or a simpler process), the steps to set it up and, for AI fixes, a prompt to copy.

Also called: Senior Accountant, GL Accountant, Bookkeeper, Accountant, Junior Accountant

Find your own hour leaks, free See the fixes

Task 1 · typically 30 min, every day

Categorize transactions and fix miscoded ones

Software featureBest fix

Set up bank rules so repeat transactions code themselves

Rules in QuickBooks, Xero or NetSuite recognize repeat payees and amounts and post them to the right account automatically.

Typically saves about 50% of the time45 min to set up
  1. 1Export last quarter's bank lines and sort by payee to find the top 30 repeats.
  2. 2Create a bank rule for each one (QuickBooks bank rules, Xero bank rules, NetSuite matching rules).
  3. 3Set rules to suggest, not auto-post, for the first month.
  4. 4Review and switch the reliable ones to auto-add.

Tools: QuickBooks Online bank rules · Xero bank rules · NetSuite bank matching rules · Sage Intacct

One more way to fix it
AI

Have AI suggest GL codes for the leftover transactions

For transactions no rule catches, AI can suggest an account from your chart of accounts and say why, which you accept or fix.

Typically saves about 40% of the time10 min to set up
  1. 1Try the built-in AI categorization first (QuickBooks Online, Xero, Ramp and Brex all suggest codes).
  2. 2For the rest, export uncoded lines and your chart of accounts.
  3. 3Use the prompt below in an approved AI tool.
  4. 4Review every suggestion before posting; turn repeat ones into bank rules.
Prompt to copy
Here is our chart of accounts:
[PASTE ACCOUNT NUMBERS AND NAMES]

For each transaction below, suggest the most likely account, a confidence (high/medium/low) and a one-line reason. If it could be capitalized or is unclear, mark it "ASK". Do not invent accounts.

Transactions:
[PASTE DATE, PAYEE, DESCRIPTION, AMOUNT]

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot (company-approved account) · QuickBooks Online, Xero, Ramp or Brex AI categorization

How to automate this task

Task 2 · typically 60 min, once a week

Reconcile bank and credit card accounts

Software featureBest fix

Set up bank rules so repeat transactions code themselves

Rules in QuickBooks, Xero or NetSuite recognize repeat payees and amounts and post them to the right account automatically.

Typically saves about 50% of the time45 min to set up
  1. 1Export last quarter's bank lines and sort by payee to find the top 30 repeats.
  2. 2Create a bank rule for each one (QuickBooks bank rules, Xero bank rules, NetSuite matching rules).
  3. 3Set rules to suggest, not auto-post, for the first month.
  4. 4Review and switch the reliable ones to auto-add.

Tools: QuickBooks Online bank rules · Xero bank rules · NetSuite bank matching rules · Sage Intacct

One more way to fix it
Software feature

Use reconciliation software instead of spreadsheet recs

FloQast, Numeric, BlackLine and similar tools pull balances directly, auto-match transactions, and keep sign-off and support in one place for the auditors.

Typically saves about 45% of the time8 h to set up
  1. 1List your reconciliations and how long each takes.
  2. 2Start with the high-volume ones (bank, credit card, intercompany, clearing accounts).
  3. 3Trial FloQast, Numeric, BlackLine or Trintech Cadency, or the reconciliation module in your ERP.
  4. 4If budget is tight, build one Excel template with Power Query that pulls both sides and flags differences.

Tools: FloQast · Numeric · BlackLine · Trintech Cadency · Excel Power Query

How to automate this task

Task 3 · typically 120 min, once a month

Prepare recurring journal entries and accruals

Software featureBest fix

Make recurring and reversing entries post themselves

Recurring, auto-reversing and allocation entries can be scheduled in your ledger so you only review them.

Typically saves about 50% of the time1 h to set up
  1. 1List the entries you book every month (rent, depreciation, prepaid amortization, accruals, allocations).
  2. 2Set them up as recurring or auto-reversing entries in QuickBooks, Xero, NetSuite or Sage Intacct.
  3. 3Use amortization schedules for prepaids instead of a manual spreadsheet.
  4. 4Review the posted entries in the close checklist.

Tools: QuickBooks Online · Xero · NetSuite · Sage Intacct

One more way to fix it
Software feature

Run the close from a shared checklist with owners and due dates

A close checklist shows who owns each step, what is late and what is ready for review, so the controller stops asking.

Typically saves about 25% of the time2 h to set up
  1. 1Write every close task with an owner, a reviewer and a due day (e.g. Day 3).
  2. 2Put it in FloQast, Numeric or BlackLine, or a shared Planner, Asana or Smartsheet template.
  3. 3Attach the support to each task so review and audit use the same place.
  4. 4After each close, note what slipped and fix one thing next month.

Tools: FloQast · Numeric · BlackLine · Microsoft Planner, Asana or Smartsheet

How to automate this task

Task 4 · typically 240 min, once a month

Reconcile balance sheet accounts at month end

Software featureBest fix

Use reconciliation software instead of spreadsheet recs

FloQast, Numeric, BlackLine and similar tools pull balances directly, auto-match transactions, and keep sign-off and support in one place for the auditors.

Typically saves about 45% of the time8 h to set up
  1. 1List your reconciliations and how long each takes.
  2. 2Start with the high-volume ones (bank, credit card, intercompany, clearing accounts).
  3. 3Trial FloQast, Numeric, BlackLine or Trintech Cadency, or the reconciliation module in your ERP.
  4. 4If budget is tight, build one Excel template with Power Query that pulls both sides and flags differences.

Tools: FloQast · Numeric · BlackLine · Trintech Cadency · Excel Power Query

One more way to fix it
AI

Have AI compare two exports and list what does not match

Upload the ledger detail and the bank or sub-ledger export; AI lists unmatched items and likely reasons such as timing, duplicates or transposed digits.

Typically saves about 40% of the time10 min to set up
  1. 1Export both sides to CSV or Excel. Use only your company-approved AI account.
  2. 2Upload both files to ChatGPT, Claude or Copilot in Excel with the prompt below.
  3. 3Ask it to show the formula or matching logic it used.
  4. 4Check each proposed match yourself before booking any adjustment.
Prompt to copy
File A is our [GL ACCOUNT] detail for [PERIOD]. File B is the [BANK STATEMENT / SUB-LEDGER]. Match items between them by amount and date (within [N] days) and reference where possible. Return: 1) matched pairs, 2) items only in A, 3) items only in B, 4) likely explanations for each unmatched item (timing, duplicate, transposed digits, split payment). Show the total difference and confirm it equals [EXPECTED DIFFERENCE].

Tools: ChatGPT or Claude with file upload · Copilot in Excel

How to automate this task

Task 5 · typically 480 min, once a month

Get through the month-end close crunch

Software featureBest fix

Run the close from a shared checklist with owners and due dates

A close checklist shows who owns each step, what is late and what is ready for review, so the controller stops asking.

Typically saves about 25% of the time2 h to set up
  1. 1Write every close task with an owner, a reviewer and a due day (e.g. Day 3).
  2. 2Put it in FloQast, Numeric or BlackLine, or a shared Planner, Asana or Smartsheet template.
  3. 3Attach the support to each task so review and audit use the same place.
  4. 4After each close, note what slipped and fix one thing next month.

Tools: FloQast · Numeric · BlackLine · Microsoft Planner, Asana or Smartsheet

One more way to fix it
Process fix

Set hard cut-offs and accrue instead of waiting

Most close delays come from waiting on late invoices and inputs. Clear cut-off dates and a materiality threshold let you book estimates and move on.

Typically saves about 20% of the time1 h to set up
  1. 1Publish a close calendar: cut-off for invoices, expenses and payroll inputs.
  2. 2Agree a materiality threshold below which you accrue an estimate rather than wait.
  3. 3Move work out of close week: reconcile bank and cards weekly.
  4. 4Hold a 20-minute review after each close to remove one bottleneck.

Tools: Shared calendar · Close checklist

How to automate this task

Task 6 · typically 60 min, once a week

Build or update spreadsheet reports by hand

AIBest fix

Let AI build the formulas, pivots and summary

Copilot in Excel, Gemini in Sheets, or uploading the file to ChatGPT or Claude can build the pivot, the chart and the commentary in minutes.

Typically saves about 50% of the time10 min to set up
  1. 1Export or open the data.
  2. 2Ask Copilot in Excel or Gemini in Sheets, or upload the file to an approved AI assistant.
  3. 3Describe the report you want, including the breakdowns.
  4. 4Check the totals against the source before you share.
Prompt to copy
Here is [DESCRIBE THE DATA]. Build a summary that shows [THE NUMBERS YOUR MANAGER WANTS] by [BREAKDOWN], compared with [LAST PERIOD]. Give me the Excel formulas or pivot setup to reproduce it, and three sentences on what changed and why it matters.

Tools: Copilot in Excel · Gemini in Google Sheets · ChatGPT or Claude with file upload

One more way to fix it
Automation

Build the report once so it refreshes itself

Connect the spreadsheet or dashboard straight to the source so next week's report is already done.

Typically saves about 80% of the time4 h to set up
  1. 1List where each number comes from.
  2. 2Use Power Query (Excel), a connected sheet, or a Google Data Studio or Power BI dashboard pulling from the source.
  3. 3Schedule the refresh and send the link instead of an attachment.

Tools: Excel Power Query · Power BI · Google Data Studio (formerly Looker Studio) · Google Sheets connectors

How to automate this task

Task 7 · typically 30 min, every day

Copy the same information between systems or spreadsheets

AutomationBest fix

Connect the two systems so data moves itself

A Zapier, Make, n8n or Power Automate flow copies new records from one system to the other the moment they appear.

Typically saves about 80% of the time2 h to set up
  1. 1Write down the trigger ("new row in", "new form submission", "deal marked won") and where it should go.
  2. 2Check if the two tools already have a built-in integration; turn it on if so.
  3. 3If not, build a two-step flow in Zapier, Make, n8n or Power Automate.
  4. 4Run it next to your manual process for a week, then stop copying by hand.

Tools: Zapier · Make · n8n · Microsoft Power Automate

One more way to fix it
AI

Have AI pull the details out into a table you can paste

Paste emails, PDFs or forms and get back clean rows in the exact columns your system needs.

Typically saves about 60% of the time5 min to set up
  1. 1Collect the source text (emails, PDFs, screenshots).
  2. 2Give the AI the column names you need.
  3. 3Paste the table into your spreadsheet or import file.
  4. 4Spot-check a few rows against the source.
Prompt to copy
Extract the following fields from the text below into a table with exactly these columns: [COLUMN 1], [COLUMN 2], [COLUMN 3]. One row per [ITEM]. Leave a cell blank if the value is not stated. Do not guess.

[PASTE TEXT OR ATTACH FILES]

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot

How to automate this task

Task 8 · typically 30 min, a few times a week

Review employee expense reports and receipts

Software featureBest fix

Let the expense tool flag policy breaks so you review only exceptions

Ramp, Brex, Expensify, Navan and SAP Concur check receipts against policy and flag missing receipts, duplicates and over-limit spend.

Typically saves about 60% of the time1 h to set up
  1. 1Write your policy limits into the tool (meals, travel, receipts over $X).
  2. 2Turn on automatic receipt matching and duplicate detection.
  3. 3Auto-approve compliant reports under a set amount.
  4. 4Review only the flagged items each week.

Tools: Ramp · Brex · Expensify · Navan · SAP Concur

How to automate this task

Task 9 · typically 120 min, once a month

Pull documents and answer auditor requests

Process fixBest fix

Keep audit evidence filed all year in a shared request tracker

If support is saved by month as you go and requests are tracked in one list, audit season is retrieval rather than reconstruction.

Typically saves about 35% of the time2 h to set up
  1. 1Create a folder per month with the same subfolders (bank, recs, payroll, AP, revenue).
  2. 2Save reconciliations and support there during close, not at audit time.
  3. 3Track the auditor's request list in one shared tracker (Suralink, AuditDashboard, or a shared sheet) with owners and dates.
  4. 4Use your workspace AI to find older documents fast.

Tools: SharePoint or Google Drive · Suralink or AuditDashboard · Shared tracker

One more way to fix it
Software feature

Ask your workspace AI instead of searching folders

Microsoft Copilot (formerly Microsoft Copilot), Gemini in Google Workspace, Glean, Notion AI and Slack AI can answer questions from your company's own files, chats and email.

Typically saves about 50% of the time10 min to set up
  1. 1Check whether your company already pays for Copilot, Gemini in Google Workspace, Glean, Notion AI or Slack AI.
  2. 2Ask it the question in plain words, e.g. "What did we quote Acme for the Q3 renewal?"
  3. 3Open the source it cites to confirm.
  4. 4If you have none of these, ask IT. It is often cheaper than the hours lost.

Tools: Microsoft Copilot · Gemini in Google Workspace · Glean · Notion AI · Slack AI

How to automate this task

Task 10 · typically 45 min, every day

Match invoices to purchase orders and receipts

Software featureBest fix

Let the system do the three-way match with tolerances

Most AP and ERP tools can match invoice, PO and receipt automatically and only show you the ones that are off by more than your tolerance.

Typically saves about 50% of the time2 h to set up
  1. 1Make sure receipts (goods received) are recorded in the system, not in email.
  2. 2Turn on PO matching in your tool: NetSuite, Microsoft Dynamics 365 Business Central, Coupa, Stampli, Ramp or BILL.
  3. 3Set a tolerance, for example 2% or $50, agreed with your controller.
  4. 4Work only the exception queue each day.

Tools: NetSuite · Dynamics 365 Business Central · Coupa · Stampli · Ramp · BILL

One more way to fix it
Software feature

Turn on automatic invoice capture in your bills tool

Vendors email invoices to one inbox address and the tool reads the vendor, amounts, dates and line items for you. You check and approve instead of typing.

Typically saves about 60% of the time1 h to set up
  1. 1Check what you already have: BILL, Ramp Bill Pay, Tipalti, Stampli, Dext, Hubdoc, or the bills inbox built into QuickBooks Online, Xero or NetSuite.
  2. 2Set up the dedicated invoice email address and ask vendors to send invoices there.
  3. 3Turn on vendor defaults so each vendor's GL code and approver fill in automatically.
  4. 4Review the captured fields for the first few weeks and correct them so the tool learns.
  5. 5Keep checking totals and bank details on anything new or unusual.

Tools: BILL · Ramp Bill Pay · Tipalti · Stampli · Dext or Hubdoc · QuickBooks Online or Xero bills inbox

How to automate this task

Task 11 · typically 45 min, every day

Sort through and reply to email

AIBest fix

Have AI draft replies to routine email

Paste the thread and a one-line instruction; edit the draft instead of writing from a blank page. Most routine replies take a minute instead of five.

Typically saves about 35% of the time5 min to set up
  1. 1Open the AI assistant your company allows (or the one built into Outlook or Gmail).
  2. 2Paste the email thread, or use the built-in "draft reply" button.
  3. 3Tell it the point you want to make in one line.
  4. 4Read the draft, fix anything wrong, and send.
Prompt to copy
Draft a reply to the email below. My point: [WHAT YOU WANT TO SAY IN ONE LINE]. Keep it under 120 words, friendly and direct, and match the tone of the sender. Do not invent facts or commitments.

Email:
[PASTE THE EMAIL]

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot · Gmail "Help me write" or Outlook Copilot

One more way to fix it
Process fix

Batch email twice a day and let rules file the noise

Rules move newsletters, notifications and CCs out of your inbox, and checking at set times stops email from cutting your day into pieces.

Typically saves about 25% of the time20 min to set up
  1. 1Create rules that move notifications, newsletters and emails where you are only CC'd into folders.
  2. 2Turn off desktop and phone notifications for email.
  3. 3Pick two or three set times a day to process the inbox to zero.
  4. 4Tell your team that anything urgent should come by phone or chat.

Tools: Outlook or Gmail rules

How to automate this task

Task 12 · typically 45 min, a few times a week

Pull numbers for one-off questions from leadership

AIBest fix

Let AI build the formulas, pivots and summary

Copilot in Excel, Gemini in Sheets, or uploading the file to ChatGPT or Claude can build the pivot, the chart and the commentary in minutes.

Typically saves about 50% of the time10 min to set up
  1. 1Export or open the data.
  2. 2Ask Copilot in Excel or Gemini in Sheets, or upload the file to an approved AI assistant.
  3. 3Describe the report you want, including the breakdowns.
  4. 4Check the totals against the source before you share.
Prompt to copy
Here is [DESCRIBE THE DATA]. Build a summary that shows [THE NUMBERS YOUR MANAGER WANTS] by [BREAKDOWN], compared with [LAST PERIOD]. Give me the Excel formulas or pivot setup to reproduce it, and three sentences on what changed and why it matters.

Tools: Copilot in Excel · Gemini in Google Sheets · ChatGPT or Claude with file upload

One more way to fix it
Automation

Give budget owners a self-serve budget-vs-actual view

A dashboard that refreshes from the ledger lets managers answer their own "how am I tracking?" questions.

Typically saves about 40% of the time4 h to set up
  1. 1List the five questions managers ask most.
  2. 2Build one view per department in Power BI, Google Data Studio, Fathom or your FP&A tool, connected to the ledger.
  3. 3Schedule a refresh after close and email the link.
  4. 4Point repeat questions to the dashboard.

Tools: Power BI · Google Data Studio (formerly Looker Studio) · Fathom · Cube, Datarails or Abacum

How to automate this task

Task 13 · typically 20 min, every day

Hunt for files, numbers or answers someone already has

Software featureBest fix

Ask your workspace AI instead of searching folders

Microsoft Copilot (formerly Microsoft Copilot), Gemini in Google Workspace, Glean, Notion AI and Slack AI can answer questions from your company's own files, chats and email.

Typically saves about 50% of the time10 min to set up
  1. 1Check whether your company already pays for Copilot, Gemini in Google Workspace, Glean, Notion AI or Slack AI.
  2. 2Ask it the question in plain words, e.g. "What did we quote Acme for the Q3 renewal?"
  3. 3Open the source it cites to confirm.
  4. 4If you have none of these, ask IT. It is often cheaper than the hours lost.

Tools: Microsoft Copilot · Gemini in Google Workspace · Glean · Notion AI · Slack AI

One more way to fix it
Process fix

Agree one home for each kind of file

Most searching comes from the same thing living in three places. Pick one place per type and link to it.

Typically saves about 35% of the time1 h to set up
  1. 1List the five things people search for most.
  2. 2Pick one home for each (one folder, one wiki page, one system).
  3. 3Pin the links in your team channel.
  4. 4Move or delete the copies.

Tools: SharePoint, Google Drive, Notion or Confluence

How to automate this task

Task 14 · typically 15 min, every day

Answer the same questions from coworkers again and again

AIBest fix

Write the answers down once and point people (or a bot) at them

Collect the questions you keep answering into one page; a workspace AI or a ChatGPT Project, Claude Project or Gem can answer from it.

Typically saves about 50% of the time1 h to set up
  1. 1For one week, paste every repeat question into a doc.
  2. 2Write the answer under each (or have AI draft it from your replies).
  3. 3Share the page, pin it in chat, and add it to a Claude Project, ChatGPT Project, Gemini Gem or Copilot agent.
  4. 4Reply to repeat questions with the link.
Prompt to copy
Below are questions coworkers keep asking me and my past answers. Turn them into a clear FAQ page grouped by topic. Keep each answer under 80 words and keep any links I gave.

[PASTE QUESTIONS AND ANSWERS]

Tools: Claude Projects · ChatGPT Projects · Gemini Gems · Copilot agents · Notion or Confluence

One more way to fix it
Software feature

Ask your workspace AI instead of searching folders

Microsoft Copilot (formerly Microsoft Copilot), Gemini in Google Workspace, Glean, Notion AI and Slack AI can answer questions from your company's own files, chats and email.

Typically saves about 50% of the time10 min to set up
  1. 1Check whether your company already pays for Copilot, Gemini in Google Workspace, Glean, Notion AI or Slack AI.
  2. 2Ask it the question in plain words, e.g. "What did we quote Acme for the Q3 renewal?"
  3. 3Open the source it cites to confirm.
  4. 4If you have none of these, ask IT. It is often cheaper than the hours lost.

Tools: Microsoft Copilot · Gemini in Google Workspace · Glean · Notion AI · Slack AI

How to automate this task

Quick wins

Have you tried…

Have you had AI draft a reply to a tricky or routine email?
You paste the email and say the point you want to make; the AI writes a draft you edit. Outlook and Gmail now have this built in.
Have you connected two apps so information copies itself between them?
Tools like Zapier, Make or Power Automate watch for something new in one app and create it in the other, so nobody retypes it.
Have you asked AI to build a spreadsheet formula, pivot or chart for you?
You describe the result you want in plain words, and Copilot in Excel or Gemini in Sheets builds it. ChatGPT or Claude can also analyze an uploaded file.
Have you asked an AI that can see your company files a question, instead of digging through folders?
Microsoft Copilot (formerly Microsoft Copilot), Gemini in Google Workspace, Glean and similar tools search your email, chats and files and answer with links to the source.
Have you set up a ChatGPT Project, Claude Project or Gem loaded with your team's documents?
You upload your guides and FAQs once, and the assistant answers questions using them, so you stop answering the same thing twice.
Have you turned on automatic invoice reading in your bills tool?
Tools like BILL, Ramp, Dext and the QuickBooks or Xero bills inbox read invoices that vendors email in and fill in the bill for you. You check and approve instead of typing.
Have you set up bank rules so repeat transactions code themselves?
QuickBooks, Xero and NetSuite can recognize the same payee every month and post it to the right account automatically. You set the rule once.
Have you asked AI to compare two exports and list what does not match?
Upload the ledger detail and the bank or sub-ledger file, and an approved AI tool lists unmatched items and likely reasons like timing or duplicates.

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