Smarter Week

AI and automation by role

How Customer Success Managers can use AI and automation

Below are 14 common tasks for Customer Success Managers, 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: Customer Success Manager, CSM, Client Success Manager, Customer Success Lead, Account Manager (post-sale), Renewals Specialist

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Task 1 · typically 30 min, a few times a week

Check account health and usage before customer calls

Software featureBest fix

Let a customer success platform track health scores for you

Gainsight, ChurnZero, Vitally, Planhat, Totango and HubSpot's customer success workspace pull usage, tickets and billing into one health score and alert you when it drops.

Typically saves about 50% of the time8 h to set up
  1. 1Agree three to five signals that predict churn (usage, logins, tickets, NPS, overdue invoices).
  2. 2Connect those data sources to your CS platform, or HubSpot's customer success workspace.
  3. 3Set alerts for health drops and upcoming renewals.
  4. 4Review your book in the platform instead of checking each system.

Tools: Gainsight · ChurnZero · Vitally · Planhat · Totango · HubSpot customer success workspace

One more way to fix it
AI

Have AI summarize the account before your call

Paste recent tickets, usage data and notes; AI gives you a short brief on how the account is doing and what to raise.

Typically saves about 50% of the time5 min to set up
  1. 1Export recent tickets, usage and CRM notes for the account.
  2. 2Paste with the prompt below.
  3. 3Add your own goal for the call.
  4. 4Save the brief to the account record.
Prompt to copy
Summarize this customer account before my call with [NAME, TITLE]. Data: [PASTE TICKETS, USAGE, NOTES, CONTRACT DATE]. Give me: health in one line (good / watch / at risk) with reasons, open issues, usage trends, upcoming dates, three questions to ask, and one opportunity to raise. Only use the data given.

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot · Gainsight, Vitally or HubSpot AI summaries

How to automate this task

Task 2 · typically 120 min, once a week

Prepare QBRs and business review decks

AIBest fix

Have AI draft the business review from usage data

Give AI the usage export, goals and support history; it drafts the narrative and recommendations, and Copilot or Gemini can lay out the slides.

Typically saves about 45% of the time10 min to set up
  1. 1Export usage and outcome data, support tickets and the goals agreed at kickoff.
  2. 2Paste with the prompt below.
  3. 3Build the slides in Copilot in PowerPoint, Gemini in Slides or Gamma from the outline.
  4. 4Check every number before you present.
Prompt to copy
Draft a business review for [CUSTOMER]. Goals agreed at kickoff: [GOALS]. Data: [PASTE USAGE, OUTCOMES, TICKETS]. Give me slide-by-slide content: value delivered against each goal with numbers, adoption highlights and gaps, support summary, three recommendations for next quarter, and the decision we need from them. Mark anything unclear with [CHECK].

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot · Copilot in PowerPoint · Gemini in Google Slides · Gamma

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 3 · typically 30 min, a few times a week

Chase customers about renewals, adoption and unused seats

AutomationBest fix

Send adoption and renewal nudges automatically from playbooks

Playbooks in Gainsight, ChurnZero, Vitally or HubSpot send the routine emails (low usage, unused seats, renewal in 90 days) and create tasks only when a person is needed.

Typically saves about 45% of the time2 h to set up
  1. 1List the routine touchpoints you send every month.
  2. 2Write a template for each and set the trigger (usage drop, 90 days to renewal).
  3. 3Build the playbook to send automatically from your address, or create a task for high-value accounts.
  4. 4Review reply rates monthly.

Tools: Gainsight · ChurnZero · Vitally · HubSpot workflows · Salesforce Flow

One more way to fix it
Software feature

Let a customer success platform track health scores for you

Gainsight, ChurnZero, Vitally, Planhat, Totango and HubSpot's customer success workspace pull usage, tickets and billing into one health score and alert you when it drops.

Typically saves about 50% of the time8 h to set up
  1. 1Agree three to five signals that predict churn (usage, logins, tickets, NPS, overdue invoices).
  2. 2Connect those data sources to your CS platform, or HubSpot's customer success workspace.
  3. 3Set alerts for health drops and upcoming renewals.
  4. 4Review your book in the platform instead of checking each system.

Tools: Gainsight · ChurnZero · Vitally · Planhat · Totango · HubSpot customer success workspace

How to automate this task

Task 4 · typically 20 min, a few times a week

Take notes and send recaps after meetings

AIBest fix

Let an AI notetaker write the notes and the recap

A notetaker records the meeting, writes the summary and action items, and you send the recap in one click.

Typically saves about 75% of the time15 min to set up
  1. 1Check which notetaker your company allows: Copilot in Teams, Zoom AI Companion, Google Meet "Take notes for me", Otter, Fireflies or Granola.
  2. 2Turn it on for your recurring meetings and tell attendees it is on.
  3. 3After the meeting, review the action items and fix names or owners.
  4. 4Send the recap straight from the tool, or paste it into email or chat.

Tools: Copilot in Microsoft Teams · Zoom AI Companion · Google Meet "Take notes for me" · Otter, Fireflies or Granola

How to automate this task

Task 5 · 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 6 · typically 20 min, every day

Update customer notes and records after calls

AIBest fix

Let an AI notetaker write the notes and the recap

A notetaker records the meeting, writes the summary and action items, and you send the recap in one click.

Typically saves about 75% of the time15 min to set up
  1. 1Check which notetaker your company allows: Copilot in Teams, Zoom AI Companion, Google Meet "Take notes for me", Otter, Fireflies or Granola.
  2. 2Turn it on for your recurring meetings and tell attendees it is on.
  3. 3After the meeting, review the action items and fix names or owners.
  4. 4Send the recap straight from the tool, or paste it into email or chat.

Tools: Copilot in Microsoft Teams · Zoom AI Companion · Google Meet "Take notes for me" · Otter, Fireflies or Granola

One more way to fix it
Automation

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

How to automate this task

Task 7 · typically 20 min, every day

Wait on other teams for an answer to give the customer

Process fixBest fix

Agree response times and one channel for internal questions

Questions to other teams get stuck in DMs. A single channel or queue with an agreed response time, and a named owner each week, cuts the waiting.

Typically saves about 30% of the time45 min to set up
  1. 1Create one channel or queue per team you rely on (billing, product, engineering).
  2. 2Agree a response target, for example four working hours.
  3. 3Ask each team to name a weekly on-call person for support questions.
  4. 4Track repeat questions and turn the answers into internal articles.

Tools: Slack or Teams channels · Jira Service Management · Zendesk side conversations

One more way to fix it
Software feature

Link tickets to Jira or Linear issues instead of retyping them

The Jira, Linear and Azure DevOps integrations create the issue from the ticket, link every affected customer to it, and show status changes back in the helpdesk.

Typically saves about 40% of the time45 min to set up
  1. 1Install the Jira, Linear or Azure DevOps app in your helpdesk.
  2. 2Agree a bug template with engineering (steps, expected, actual, account, screenshots).
  3. 3Create or link the issue from inside the ticket.
  4. 4Link new reports of the same bug to the existing issue instead of filing new ones.

Tools: Jira integration · Linear integration · Azure DevOps integration · Zendesk, Intercom or Freshdesk

How to automate this task

Task 8 · typically 20 min, a few times a week

Write up bugs and escalate to product or engineering

Software featureBest fix

Link tickets to Jira or Linear issues instead of retyping them

The Jira, Linear and Azure DevOps integrations create the issue from the ticket, link every affected customer to it, and show status changes back in the helpdesk.

Typically saves about 40% of the time45 min to set up
  1. 1Install the Jira, Linear or Azure DevOps app in your helpdesk.
  2. 2Agree a bug template with engineering (steps, expected, actual, account, screenshots).
  3. 3Create or link the issue from inside the ticket.
  4. 4Link new reports of the same bug to the existing issue instead of filing new ones.

Tools: Jira integration · Linear integration · Azure DevOps integration · Zendesk, Intercom or Freshdesk

One more way to fix it
AI

Have AI turn the ticket thread into a clean bug report

Engineering acts faster on a clear report. AI turns a long customer thread into steps, expected and actual results in your team's template.

Typically saves about 40% of the time5 min to set up
  1. 1Copy the thread and your own test notes.
  2. 2Paste with the prompt and your bug template.
  3. 3Check the steps reproduce.
  4. 4Paste into Jira, Linear or your tracker.
Prompt to copy
Turn this support thread into a bug report using this template: [PASTE TEMPLATE, or use: Summary, Steps to reproduce, Expected, Actual, Impact, Account/environment, Attachments]. My test notes: [NOTES]. Keep it factual and short. Remove personal customer details except the account ID [ID]. List anything missing that engineering will ask for.

Thread:
[PASTE]

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot

How to automate this task

Task 9 · typically 10 min, every day

Find times and schedule meetings

Software featureBest fix

Send a booking link instead of trading emails

Outlook Bookings, Google Calendar appointment schedules or Calendly let people pick a time that already works.

Typically saves about 80% of the time15 min to set up
  1. 1Turn on the booking page built into your calendar (Outlook Bookings or Google appointment schedules), or use Calendly.
  2. 2Set your working hours and buffers.
  3. 3Paste the link in your signature and in replies that ask "when works?".

Tools: Microsoft Bookings · Google Calendar appointment schedules · Calendly

How to automate this task

Task 10 · typically 45 min, once a week

Sit in status or update meetings

Process fixBest fix

Replace the status meeting with a written update

Everyone posts three lines in a shared thread before a set time; you only meet when something is blocked.

Typically saves about 60% of the time15 min to set up
  1. 1Agree a format: done, next, blocked.
  2. 2Create a channel or a thread that repeats every week.
  3. 3Ask everyone to post by a set time; the lead reads them and replies to the blockers.
  4. 4Keep a shorter meeting only for the blockers, or cancel it outright.

Tools: Slack, Teams or email

How to automate this task

Task 11 · 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 12 · 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 13 · typically 90 min, every day

Write replies to complex or unusual tickets

Software featureBest fix

Use your helpdesk's AI copilot to draft replies and find answers

Zendesk Agent Copilot, Intercom Copilot, Freshdesk Freddy AI Copilot, Help Scout AI and Salesforce Service AI read the ticket and your knowledge base and draft a reply for you to check.

Typically saves about 40% of the time1 h to set up
  1. 1Ask your admin to turn on the AI copilot or agent-assist features.
  2. 2Connect your help center, internal docs and past tickets as sources.
  3. 3On each ticket, ask it for a draft or a summary of the thread, then edit.
  4. 4Use its tone tools (friendlier, shorter) instead of rewriting by hand.

Tools: Zendesk Agent Copilot · Intercom Copilot · Freshdesk Freddy AI Copilot · Help Scout AI · Salesforce Service AI · Gorgias AI

One more way to fix it
AI

Have AI draft the reply to a tricky ticket

If your helpdesk has no AI built in, an approved AI assistant can draft a clear, accurate reply from the thread and your notes. Remove personal data first if company policy requires it.

Typically saves about 35% of the time5 min to set up
  1. 1Copy the ticket thread (remove card numbers, passwords and anything your policy forbids).
  2. 2Add what you found and what you can offer.
  3. 3Paste with the prompt below.
  4. 4Check every fact, then send.
Prompt to copy
Draft a reply to this customer support ticket. What I found: [YOUR INVESTIGATION]. What we can offer: [OPTIONS]. Our policy: [RELEVANT POLICY]. Tone: warm, clear and direct; acknowledge the problem in one line, explain what happens next with timings, and avoid jargon. Under 150 words. Do not promise anything I have not listed.

Ticket:
[PASTE THREAD]

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot

How to automate this task

Task 14 · typically 60 min, once a week

Write documents, proposals or long emails from scratch

AIBest fix

Start from an AI first draft, never a blank page

Give the AI your notes, the audience and an example you liked; you spend your time editing, which is faster and better.

Typically saves about 45% of the time5 min to set up
  1. 1Gather your notes, bullet points and a past document you liked.
  2. 2Tell the AI who it is for and what it must achieve.
  3. 3Ask for an outline first, adjust it, then ask for the full draft.
  4. 4Edit for facts and your voice.
Prompt to copy
You are helping me write a [TYPE OF DOCUMENT] for [AUDIENCE]. The goal is [WHAT IT MUST ACHIEVE]. Here are my notes: [PASTE]. Here is an example I like the style of: [PASTE]. First give me an outline. After I approve it, write the full draft. Don't invent facts; mark anything you are unsure of with [CHECK].

Tools: ChatGPT, Claude, Gemini or Microsoft Copilot

How to automate this task

Quick wins

Have you tried…

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.
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.
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.
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.
Do you start long documents from an AI first draft built on your own notes?
Give the AI your notes, the audience and an example you like. Editing a draft is much faster than writing from a blank page.
Have you tried running your standup as a written check-in in chat instead of a call?
Bots like Geekbot or a Slack or Teams workflow ask everyone the same three questions each morning and post the answers. You only meet when someone is blocked.
Have you used the AI draft or summarize button inside your helpdesk?
Most helpdesks now have an AI assistant that reads the ticket and your help articles, summarizes long threads and drafts a reply you can edit.

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