Smarter Week

AI and automation by role · frontline

How Estimators can use AI and automation

Below are 10 common tasks for Estimators, 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: Cost Estimator, Senior Estimator, Preconstruction Manager, Quantity Surveyor, Bid Manager

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Task 1 · typically 120 min, a few times a week

Do takeoffs and count quantities from drawings

Software featureBest fix

Use an AI takeoff tool to do the first count

AI takeoff tools detect rooms, walls, doors and fixtures on the drawings and give you a first count to check, instead of clicking every item by hand.

Typically saves about 40% of the time3 h to set up
  1. 1Trial an AI takeoff tool (Togal.AI, STACK, Kreo, or the auto-count tools in Bluebeam).
  2. 2Run it on a job you already took off by hand and compare.
  3. 3Use it for the first pass and spend your time checking and on the tricky areas.
  4. 4Save your assemblies so counts turn straight into priced items.

Tools: Togal.AI · STACK · Kreo · Bluebeam

How to automate this task

Task 2 · typically 90 min, a few times a week

Price estimates and compare supplier and sub quotes

AIBest fix

Have AI line up supplier and sub quotes side by side

Upload the quotes and AI builds a comparison table showing what each one includes, leaves out and costs. You catch scope gaps faster.

Typically saves about 40% of the time5 min to set up
  1. 1Collect the quotes as PDFs or emails.
  2. 2Upload them to an approved AI assistant with the prompt below.
  3. 3Check every price against the original quote.
  4. 4Paste the table into your estimate or bid leveling sheet.
Prompt to copy
Compare the attached quotes for [SCOPE OF WORK]. Make a table with one column per bidder and rows for: total price, each line item, what is included, what is excluded, lead times, validity date and any conditions. Flag scope gaps and items only some bidders included. Copy prices exactly; leave a cell blank if it is not stated.

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot · Excel or Google Sheets

One more way to fix it
Process fix

Keep one up-to-date cost and scope library

Saved assemblies, unit prices and standard exclusions mean every estimate starts 70 percent done instead of from a blank sheet.

Typically saves about 30% of the time4 h to set up
  1. 1Pick your 20 most common items or assemblies.
  2. 2Record current material, labour and markup for each in your estimating tool or one shared sheet.
  3. 3Write standard scope and exclusion wording once.
  4. 4Update prices on a set day each month or quarter.

Tools: Your estimating software · Excel or Google Sheets

How to automate this task

Task 3 · typically 60 min, a few times a week

Write the proposal, scope and exclusions

AIBest fix

Have AI write the quote or proposal wording from your notes

You give the scope, prices and exclusions; AI writes clear wording the customer understands. You check the numbers, it handles the words.

Typically saves about 40% of the time5 min to set up
  1. 1Jot down the scope, the price for each part and what is not included.
  2. 2Paste it with the prompt below into an approved AI assistant.
  3. 3Check every number and exclusion against your notes.
  4. 4Paste the text into your quoting tool or proposal template.
Prompt to copy
Write a clear quote description for a [TYPE OF CUSTOMER, e.g. homeowner / general contractor]. Job: [WHAT WE WILL DO]. Prices: [LINE ITEMS AND PRICES]. Not included: [EXCLUSIONS]. Assumptions: [ASSUMPTIONS]. Use plain words, short bullet points, and keep my prices exactly as given. Do not add any work, warranty or promise I did not list.

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot

One more way to fix it
Process fix

Keep one up-to-date cost and scope library

Saved assemblies, unit prices and standard exclusions mean every estimate starts 70 percent done instead of from a blank sheet.

Typically saves about 30% of the time4 h to set up
  1. 1Pick your 20 most common items or assemblies.
  2. 2Record current material, labour and markup for each in your estimating tool or one shared sheet.
  3. 3Write standard scope and exclusion wording once.
  4. 4Update prices on a set day each month or quarter.

Tools: Your estimating software · Excel or Google Sheets

How to automate this task

Task 4 · typically 30 min, once a week

Follow up on quotes and bids that went quiet

AutomationBest fix

Turn on automatic follow-ups for every quote you send

Field apps and CRMs can send a friendly follow-up on day 2, 7 and 14 after a quote, and stop as soon as the customer replies or approves.

Typically saves about 60% of the time30 min to set up
  1. 1Switch on quote follow-ups in your field app, or set up a sequence in your CRM for larger bids.
  2. 2Write two or three short follow-up messages.
  3. 3Set the timing and the stop rule (stop when approved or replied).
  4. 4Phone only the big or warm ones yourself.

Tools: ServiceTitan, Jobber, Housecall Pro, FieldEdge, Workiz or simPRO · HubSpot, Pipedrive or BuildingConnected

How to automate this task

Task 5 · typically 90 min, once a week

Read through specs and bid documents for what applies to us

AIBest fix

Have AI pull out the parts of the spec that apply to your trade

Upload the spec book or bid documents and ask for every section, requirement and risk that touches your scope. You read the 20 pages that matter instead of 400.

Typically saves about 45% of the time5 min to set up
  1. 1Download the spec and bid documents.
  2. 2Upload them to an approved AI assistant that handles long files.
  3. 3Use the prompt below, then open the cited sections to confirm.
  4. 4Turn the findings into your clarifications and exclusions list.
Prompt to copy
We are a [TRADE] contractor bidding [PROJECT]. From the attached documents, list every requirement that affects our scope: materials and approved brands, testing, warranties, submittals, schedule dates, insurance and bonding, liquidated damages and anything unusual. Give the section and page for each. Then list questions we should raise as RFIs before bid day.

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot

How to automate this task

Task 6 · 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 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 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 9 · 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 10 · typically 30 min, a few times a week

Research a topic, company or question online

AIBest fix

Use AI research mode and check the sources

Deep Research modes in ChatGPT, Claude, Gemini and Perplexity read dozens of pages and give you a cited summary.

Typically saves about 55% of the time5 min to set up
  1. 1Write the exact question and what you will use the answer for.
  2. 2Run it in a research mode (ChatGPT Deep Research, Claude Research, Gemini Deep Research or Perplexity).
  3. 3Open the two or three key sources it cites and confirm them.
  4. 4Save the summary where your team can find it.
Prompt to copy
Research [QUESTION]. I need this to [DECISION OR USE]. Give me a one-paragraph answer first, then the key facts as bullets with a source link for each, then what is uncertain or disputed.

Tools: ChatGPT Deep Research · Claude Research · Gemini Deep Research · Perplexity

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 used an AI "deep research" mode that reads dozens of sources for you?
Research modes in ChatGPT, Claude, Gemini and Perplexity spend a few minutes reading the web and return a summary with links to every source.
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 tried an AI takeoff tool that does the first count from the drawings?
Tools like Togal.AI or STACK find rooms, walls and fixtures on the plans and count them for you. You check and adjust instead of clicking every item.
Have you let an AI notetaker write your meeting notes and action items?
Tools like Copilot in Teams, Zoom AI Companion or Otter join the call, write the summary and list who owes what. You just check it and send.
Do you send a booking link instead of emailing back and forth about times?
A booking link shows your free times so the other person picks one. Outlook and Google Calendar both have this built in.

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