Work & Operations: top AI agent use cases
This category is the back office: planning a day, clearing an inbox, handling documents, and the other work that keeps a business running. There are 208 use cases in this category, each a job someone reported doing, with a link to the original post. The ones readers have voted for most are listed first.
208 Work & Operations use cases, from every agent.
Top Work & Operations use cases
Turn booking confirmation emails into calendar events
An n8n workflow extracts details from booking emails and PDF attachments and creates calendar events in a dedicated calendar, built for a CEO's flooded inbox.
How it went It was built for a CEO whose inbox was full of travel and booking confirmations, so the result was automatic event creation in a dedicated "Auto-imported" calendar instead of manual entry. The author says it does not yet have a dedicated step for confirmations containing multiple events in one message.
n8n2 accounts
Build a Telegram bot that sends emails and checks calendar
Julian Goldie used Replit's agents and automations feature to build a Telegram bot that sends emails and checks his calendar, taking 28 messages; the feature is in beta and buggy.
How it went Produced a working Telegram bot that checked calendar gaps and sent Outlook meeting invites. Beta bugs included no persistent memory in the test playground and occasional formatting errors.
Build presentations and spreadsheets from web research
A user had Agent Mode build a presentation, draft an eBook and turn web research into spreadsheets; the author said the design was not award-winning but saved hours.
How it went The deck was functional but not award-winning. The eBook came out at 11 pages against the 20 requested and wasn't publish-ready. The sheet was raw but usable, though the agent stopped at the first page of 20 entries.
Apply for jobs and turn notes into coding prompts
Commenters describe a Grok Bot that searches and applies for jobs using a supplied resume, and another that rewrites shorthand notes into prompts for Cursor via CLI.
How it went The thread presents both as active personal automations, but gives no numbers on applications, interviews, hires, code output, or time saved. It also does not spell out the steps inside the job-search bot team or where manual review happens.
Turn Slack and call transcripts into Claude Code tasks
The poster wants a persistent Claude agent that watches Slack and call transcripts, spots tasks, and drafts the Claude Code prompts, removing them from the loop.
How it went No outcome is reported by the original poster because they are asking for advice. A commenter who built a similar system says it was a "total game changer," but gives no hard metrics; others warn quality can drop without strong approval, deduping, and read-only staging.
Monitor construction project risk and alert the lead
A builder made an n8n and Gemini watchdog that checks schedules, budgets, procurement, labor, weather and site reports, finds the main bottleneck, and alerts the project lead.
How it went No results, metrics, or shortfalls are stated.
Research calendar guests and send a Slack briefing
The author built a Zapier agent that researches Google Calendar guests via web search, drafts a short summary, and sends it on Slack.
How it went In the test, the agent correctly found biographical and career background on the author's CEO and CTO and sent it to Slack. The source gives no results from live runs.
Zapier Agents4 accounts
Run an overnight chief of staff for email and calendar
A Claude Code system triages email at 5:30 AM, preps the calendar, updates tasks, adds drive-time events from traffic data and time-blocks the day.
How it went The author says the task list and calendar, including traffic-based drive-time events, are current by 6:15 AM. The source gives no measured results beyond that. Most of the guide is paywalled.
Claude Code2 accounts
Questions
- Is this only for large companies?
- No. Many of the examples are one person using an agent on their own inbox, calendar, or documents.
- How many Work & Operations use cases are there?
- There are 208 use cases in this category on the site right now. This page shows the top ones, not the full set.
- Which agents show up most for this kind of work?
- The named agents used most often here are Claude Code, n8n and Claude Cowork. Other entries use a custom-built or unnamed agent.
- How does a use case get onto this page?
- It has to be something a person reported doing. We re-read the source before it is shown. Reader submissions are reviewed by a person first. An approved submission is checked against its source and added in a later update. A rejected one is not added.
- How is this list ordered?
- By votes from people on this site. More votes means higher on the list. Ties go to the use case described in more separate accounts.