Traditional automation follows rigid rules and breaks when something unexpected happens. AI agents can handle the messy, judgment-based steps in between, which makes many more workflows worth automating.
This guide collects real examples of people combining agents with automation tools to connect apps, process data and run recurring jobs. Each case links to its source and includes a reusable prompt.
The most dependable automations keep a log of what the agent did and alert a person when something looks wrong. Starting with one workflow and watching it closely for a while is the safest way to build trust.
Pick a case below that resembles a process you repeat, open its page and adapt the prompt. The strongest examples come first.
What is in this guide: 60 sourced cases, added between 2026-10-15 and 2026-11-14. The tools that come up most often are Paradox Olivia (17), Copilot Studio (5), Microsoft 365 Copilot (4), and the cases mostly sit under Automation (60). They were reported on Case study (Paradox) (18), Case study (Microsoft) (14), Reddit (7). If you only have a few minutes, start with the top three: “Grupo Bimbo uses Copilot Studio”; “Use Claude Code in a commercial real estate business”; “Gelato embeds thousands of CrewAI agents to map product catalogs and onboard carriers”.
Each case page gives a short summary in our own words, a note on why it matters, a reusable prompt broken into steps you can follow, and a link to the original first-hand account. Nothing here is a paid placement, and we only list cases with a working public source.
60 real cases, most interesting first
Grupo Bimbo uses Copilot Studio· Copilot Studio · Automation Grupo Bimbo built Audit Assist and Comatrix using Microsoft Copilot Studio, deployed via Microsoft 365 Copilot and Microsoft Teams, connecting…
Use Claude Code in a commercial real estate business· Claude Code · Automation Observed in the wild: a solo commercial real estate developer said they moved from relying on third-party Argus analysts to building their own Excel…
How Crafty uses Notion to make AI agents useful at work· Notion AI · Automation See how Crafty uses Notion to document workflows, build AI agents, automate 60%+ of internal support questions, and save 730 engineering hours a…
Saving $2,000,000 by automating interview scheduling· Paradox Olivia · Automation General Motors — Ev-E has automatically scheduled over 74,000 candidate interviews for GM. $2M saved annually with hiring automation. General Motors…
Robots folding napkins for Din Tai Fung· Dyna Robotics · Automation Dyna Robotics has robots doing the napkin folding for restaurant chain Din Tai Fung, and the customer is reportedly asking for more of them. The bar…
Look up user records and update downstream steps· Zapier Agents · Automation Case study takeaway: the poster set up three Zapier agents for a subscription product: one to email admins a current user list, one to add users…
AI welding robots rented out as a service· Path Robotics · Automation Path Robotics puts its own AI-driven welding robots into factories, with about 50 manufacturing customers so far. Instead of a big upfront purchase…
Flag churn and expansion signals and draft support replies· Zapier Agents · Automation As described in the source, healthie assembled a Zapier agent that checks Salesforce, HubSpot, Vitally and Help Scout every Monday for early churn…
Agents replace spreadsheet reporting and chasing suppliers· Copilot Studio / Power Platform · Automation Microsoft says Vanderlande, a logistics automation company, uses Power Platform and Copilot Studio to replace spreadsheet-based operational…
Find an NYC apartment· Zapier Agents · Automation Community report: zapier Agents shows up in a write-up about find an NYC apartment, with figures like $20. The linked post is the primary source for…
Turn spoken answers into a Todoist task list· Alexa+ · Automation Linked example of turn spoken answers into a Todoist task list. The poster assembled this in Home Assistant: Alexa asks follow-up questions through…
Route customer reply emails to Freshdesk· n8n · Automation As described in the source, they assembled an n8n workflow around a dedicated catch-all Gmail inbox for replies to order-confirmation emails. An AI…
Automate invoices, payments, and refunds· n8n · Automation A published walkthrough shows the setup was a single n8n workflow triggered by a webhook, with API-key validation up front and separate routes for…
Visual workflows for agents that control a VM· Custom agent · Automation A builder created node-based workflows where agents operate a real virtual machine's desktop apps step by step.
Teach a bot a workflow by screen recording· Grok Bot · Automation Linked example of teach a bot a workflow by screen recording. The post describes Grok Bot’s teach-a-task feature as learning from a single screen…
Scaffold full-stack chores with Replit Agent· Replit Agent · Automation A user builds throwaway web apps with Replit Agent to automate tedious personal tasks they would never hand-code.
Pick a raffle winner from a Google Sheet· Claude Code · Automation Claude Code selects a random row from a Google Sheet of giveaway submissions for a Slack community raffle.
Automate client onboarding and schedule PDFs· n8n · Automation According to the write-up, they assembled two n8n workflows around a Google Sheet. One triggers when a new booking is marked for onboarding, pulls…
Cloud-browser chores driven from an IDE agent· Cursor · Automation A founder uses Cursor's agent to write scripts that drive a cloud browser for daily web tasks without keeping a laptop on.