Agent Sightings Real agent use cases

AI agents for home automation

Smart homes promised convenience but often delivered a pile of separate apps and rigid rules. AI agents change that by letting you describe what you want in plain language and having the agent connect the pieces, from lights and heating to reminders and routines.

This guide collects real examples of agents running parts of a home: smart devices, household routines, and automations that tie different services together. Each case comes with its public source and a prompt you can adapt.

The most reliable setups keep the agent's powers sensible. People let it handle convenience tasks, like lighting, schedules and notifications, while keeping safety-critical things such as locks and alarms under tighter control. Testing a routine for a few days before relying on it is a good habit too.

Browse the cases below for ideas, open the one closest to your setup, and adapt the prompt to the devices and services you use. Start with one routine, see how it behaves, and build from there. The most interesting examples are listed 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), Custom agent (7), Copilot Studio (5), and the cases mostly sit under Automation (37), Home & Family (23). They were reported on Case study (Paradox) (18), Reddit (10), X (7). If you only have a few minutes, start with the top three: “Set up nightly smart-home routines by voice”; “Order family groceries from fridge contents”; “Family menu to doorstep delivery”.

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

  1. Set up nightly smart-home routines by voice · Alexa+ · Home & Family
    One practitioner notes that the writer, a Tom's Guide reviewer and parent, had upgraded to Alexa+. She spoke one sentence to Alexa+ asking it to dim…
  2. Order family groceries from fridge contents · Grok Bot · Home & Family
    According to the write-up, the parent says Grok Bot is connected to a Samsung fridge, where it can view two camera-visible shelves, and they…
  3. Family menu to doorstep delivery · OpenClaw · Home & Family
    An OpenClaw bot plans a healthy week of family meals, turns it into a shopping list and places the supermarket order.
  4. Build and submit a family quest app to the App Store · Replit Agent · Home & Family
    Observed in the wild: someone, a mother of three with no prior coding experience, partnered with Replit Agent to develop Kogoto Quest from initial…
  5. Coordinate a cancer patient's records and care · Custom agent · Home & Family
    Case study takeaway: a family gave a dying relative's medical records to an agent as coordinator; it flagged a wrong pain medication schedule and a…
  6. Build a DIY slide tower with a subagent · Claude Code · Home & Family
    A parent spun up a Claude Code subagent to help design and document building a backyard slide tower for their child.
  7. Plan family vacations · ChatGPT · Home & Family
    One practitioner notes that utilizes ChatGPT Deep Research to search for destinations, attractions, and trips with detailed family instructions, but…
  8. Sync family calendars by generating and emailing invites · Grok Bot · Home & Family
    Linked example of sync family calendars by generating and emailing invites. The thread describes two practical setups rather than a full assembled…
  9. Run a homeschooling family on OpenClaw agents · OpenClaw · Home & Family
    Documented elsewhere: jesse Genet runs five OpenClaw agents, each on its own Mac Mini with limited permissions. She photographed curriculum books…
  10. Plan family meals and enter recipes into Grocy · Claude Cowork · Home & Family
    As described in the source, the builder ran Grocy in Home Assistant and gave Claude Cowork's computer use access to it in Chrome. He supplied…
  11. Handle household tasks and reminders · Custom agent · Home & Family
    Case study takeaway: user speaks tasks like booking dentist appointments or school pickups directly to Nori, which captures them and adds to the…
  12. Handle family errands and recipe sorting · Codex · Home & Family
    Observed in the wild: Codex was pointed at handle family errands and recipe sorting. a communications professional arranged for her son's doctor to…
  13. Fill out a long GP form · Custom agent · Home & Family
    Case study takeaway: someone instructed their agent to complete a long GP form they had been avoiding. The agent handled the full submission on its…
  14. Extract school dates from forwarded emails and flyers · Custom agent · Home & Family
    Custom agent covered extract school dates from forwarded emails and flyers. The Reddit post describes Ohai as a household-focused organizer where a…
  15. Draft parent-teacher communications · ChatGPT · Home & Family
    Linked example of draft parent-teacher communications. The teacher said they first used ChatGPT for lesson outlines, then for weekly comments, then…
  16. Control the home by voice · Custom agent · Home & Family
    According to the write-up, create a home assistant that can monitor household goods, lights, air conditioning, and moisture levels using voice…
  17. Coach training and diet from wearable data · Claude · Home & Family
    Observed in the wild: one commenter described a setup very close to this: Garmin data is pulled hourly into an InfluxDB on their server, and Claude…
  18. Build a health plan from genetic and bloodwork data · Claude Code · Home & Family
    A published walkthrough shows farzad uploaded his full raw 23andme genetic file, ways2well bloodwork, artery plaque scans, and complete supplement…
  19. Summarize school emails for parents · Grok Bot · Home & Family
    One practitioner notes that A Grok bot template was stood up for busy parents. It reads kids' school emails and reports nightly on items to pack…
  20. Run the smart home by natural language · OpenClaw · Home & Family
    According to the write-up, karpathy put together Dobby the Elf Claw as the smart home AI agent. It was given access to control lights, HVAC, shades…
  21. Book a vet appointment through a clinic's AI phone bot · Custom agent · Home & Family
    Community report: custom agent shows up in a write-up about book a vet appointment through a clinic's AI phone bot, with figures like 30. The linked…
  22. 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…
  23. 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…
  24. Gelato embeds thousands of CrewAI agents to map product catalogs and onboard carriers · CrewAI · Automation
    Printers joining Gelato's network had to map as many as 200,000 SKUs by hand, a task that took 9–24 months. Gelato embedded thousands of CrewAI…
  25. ContractSafe uses Dust and Fathom to deploy AI agents across teams · Dust · Automation
    ContractSafe uses Dust and Fathom to deploy AI agents across teams, according to the official Dust customer story.
  26. Pathwork Automates Information Extraction from Medical Records and Underwriting Guidelines with LlamaParse · LlamaIndex · Automation
    Pathwork — LlamaParse is the most accurate agentic OCR Platform. Parse and Extract your complex documents at the Pareto frontier of cost and…
  27. Meritage Hospitality Group helped Wendy's hire better and faster, simply by being simple · Paradox Olivia · Automation
    Wendys — Meritage Hospitality Group helped Wendy's hire better and faster, simply by being simple. Olivia saves general managers 2+ hours of…
  28. How Wendy’s New Zealand locations were able to speed up the hiring process with recruiting automation · Paradox Olivia · Automation
    Wendys Nz — How Wendy’s New Zealand locations were able to speed up the hiring process with recruiting automation. Candidates that apply through Lou…
  29. How Paradox helped this restaurant chain see 90% franchise location adoption of conversational AI alongside SAP SuccessF · Paradox Olivia · Automation
    Checkers Rallys — How Paradox helped this restaurant chain see 90% franchise location adoption of conversational AI alongside SAP SuccessFactors.…
  30. How Nestlé automated nearly 8,000 hours of recruiting work this year · Paradox Olivia · Automation
    Nestlé — Poof. Gone. This is the story of how one of the leading consumer brands in the world took thousands of hours of manual recruiting tasks and…
  31. How Flynn Group, the largest franchisee in the world, employs conversational software to save time and money · Custom agent · Automation
    Flynn Group implemented a first-of-it's-kind Conversational ATS, powered by an AI assistant named Frankie, to help hire faster and better. ‍ Flynn…
  32. How First Watch uses conversational AI to extend “You First” culture and improve both candidate and manager experience · Paradox Olivia · Automation
    With conversational AI, First Watch is 103% staffed for current management hiring needs. 91% Interviews scheduled on the same day of application.…
  33. 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…
  34. KONE elevates its automation and AI strategies with Microsoft Power Platform · Copilot Studio · Automation
    Kone Power Apps — To support over 3,000 makers, an agent built with Copilot Studio guides them through the development process and can even generate…
  35. Dude Wipes automates 100+ processes with Make, including the Diesel Dan inbound-shipment AI agent · Make AI Agents · Automation
    Dude Wipes set out to return 1,000 hours to the business by automating repetitive work. Its first AI agent, Diesel Dan, automates the creation of…
  36. IBM Consulting uses CrewAI agents to determine applicant eligibility for federal agencies · CrewAI with IBM watsonx.ai · Automation
    An IBM team that builds AI-automation platforms for U.S. federal clients used CrewAI to replace gaps left by traditional RPA. They built a hybrid…
  37. A CTO built his family's finance app with coding agents in nine days · Claude Code / Codex · Home & Family
    Rodion says he built Keepard, an open-source household finance app, in nine days with Codex then Claude Code: 643 commits, 446 prompts. It pulls…
  38. The story of how this 150+ restaurant group saved hundreds of thousands on job advertising by turning to our Conversatio · Paradox Olivia · Automation
    Southern Rock — The story of how this 150+ restaurant group saved hundreds of thousands on job advertising by turning to our Conversational ATS.…
  39. 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…
  40. How this home services franchisor uses Paradox’s Conversational ATS to hire better talent, faster · Paradox Olivia · Automation
    The trades Neighborly implemented a first of its kind conversational ATS, powered by an AI assistant named Maya, who automatically handles the…
  41. How this home health care company increases recruiter efficiency through AI automation · Paradox Olivia · Automation
    The Good Care Group — How this home health care company increases recruiter efficiency through AI automation. Attracting the right candidates had…
  42. How UnitingCare Queensland streamlined their recruiting process with conversational AI, and saved thousands of dollars i · Paradox Olivia · Automation
    How UnitingCare Queensland streamlined their recruiting process with conversational AI, and saved thousands of dollars in the process. BlueCare’s…
  43. How Sodexo, one of the largest employers in the world, hired 40,000+ people in seven months with Paradox's Conversationa · Paradox Olivia · Automation
    How Sodexo, one of the largest employers in the world, hired 40,000+ people in seven months with Paradox's Conversational ATS. Solution Sodexo…
  44. How NCS Group transformed outdated hiring processes for a fast-paced consulting organization · Paradox Olivia · Automation
    How NCS Group transformed outdated hiring processes for a fast-paced consulting organization. Prior to Paradox, NCS Group contracted three employees…
  45. How MultiCare Health System transformed their recruiting process with automation and conversational event software · Paradox Olivia · Automation
    How MultiCare Health System transformed their recruiting process with automation and conversational event software. MultiCare now has an AI…
  46. How Heidi scales globally and saves 260+ hours a month with Notion AI · Notion AI · Automation
    Heidi scales globally and — Heidi scaled from Australia to 150+ countries in one year. Learn how the health tech company uses Notion AI and Custom…
  47. How GEODIS Americas uses Paradox to hire manufacturing talent quickly, and spend less money doing it · Paradox Olivia · Automation
    How GEODIS Americas uses Paradox to hire manufacturing talent quickly, and spend less money doing it. GEODIS Americas' manual, seasonal hiring…
  48. How Essentia Health uses AI automation to reach candidates 24/7 and hire more people, faster · Paradox Olivia · Automation
    How Essentia Health uses AI automation to reach candidates 24/7 and hire more people, faster. Olivia creates a seamless candidate experience that is…
  49. How 24hassistance increased NPS by 129%, cut AI costs in half, and automated 87% of support queries · Botpress · Automation
    Building Simon, an AI agent for first-line support Carroccia's team replaced their legacy system with Simon, an AI agent built on Botpress that…
  50. Decreasing cost per applicant by 60% with virtual event hiring · Paradox Olivia · Automation
    MJHS implemented their conversational AI assistant, Olivia, to handle the administrative backend of their hiring events. Solution MJHS implemented…
  51. DKSH's strategy to break the language barrier provide a better candidate experience at a global scale · Paradox Olivia · Automation
    DKSH's strategy to break the language barrier provide a better candidate experience at a global scale. DKSH partnered with a conversational AI…
  52. HEINEKEN uses Power Platform and Copilot Studio to streamline operations and harness the potential of AI · Copilot Studio · Automation
    Over 7,500 makers have built thousands of apps and automations and are now developing AI-driven agents HEINEKEN is a strong digital innovator with…
  53. A home agent books swimming lessons and finds a clock battery · Hermes Agent · Home & Family
    An HN commenter runs a local Hermes agent that watches swimming-lesson availability and books a suitable slot, reads emails for tasks into Asana…
  54. Unspun coordinates people, Custom Agents and microfactory machines in Notion · Notion Custom Agents · Automation
    Unspun makes clothing on demand in local microfactories using its own 3D weaving technology. To keep every machine run connected to the people and…
  55. Brainlabs' Get Stuff Done System: Custom Agents That Execute While You Focus on Deep Work · Snowflake Cortex · Automation
    Brainlabs built a multi-agent orchestration platform on Notion, using Workers for deterministic execution to connect their Cortex AI system—turning…
  56. 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…
  57. 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…
  58. Manchester City Council harnesses Microsoft 365 Copilot with Copilot Studio to drive greater service for · Copilot Studio · Automation
    Manchester City Council is embracing agentic AI, empowering employees and driving greater value for citizens. Adopting Microsoft 365 Copilot and…
  59. MAIRE: Transforming the energy sector and an entire company culture with Microsoft Copilot · Microsoft 365 Copilot · Automation
    MAIRE decided to use Microsoft 365 Copilot to help automate and streamline routine and repetitive activities. In the first phase of adoption the…
  60. Aker BP builds an AI-first future with Microsoft 365 Copilot and AI agents · Copilot Studio · Automation
    As an independent oil and gas company, Aker BP is always searching for ways to become more efficient and gain a competitive edge in the industry.…

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