Knowledge & Notes use cases
Notes are only useful if you can find and connect them later. Agents that organise, summarise and link information make a personal knowledge base far easier to keep up. This hub lists all 60 sourced sightings filed under Knowledge & Notes on Agent Sightings. The most common tools here are Claude Code (13), Custom agent (7), Copilot Studio (4), Claude (4), Microsoft 365 Copilot (3). Every line links to the case page, which has the source.
All 60 Knowledge & Notes sightings
- Run a nutrition bot for meal decisions and calorie logging
- NIH runs an air-gapped h2oGPTe assistant for 8,000 employees and deflects about 10,000 IT tickets a year
- OneSchool Global transforms curriculum quality at scale with Microsoft Copilot Studio
- European Commission builds the self-hosted AI@EC platform on Haystack
- Turn voice notes into Linear tickets and review analytics
- How Faire connected their work with AI so agents can deliver
- Germany's research ministry deploys a chatbot that answers project-funding rule questions
- Life360 unifies AI with an agent-of-agents model with Tray Merlin Agent Builder
- Bosch built DRIVE Companion, an AI assistant used by 600+ people on SAP migration teams
- Review a landlord deposit dispute for legal violations
- Turn stroller voice notes into publishable posts
- Screen 115 job candidates
- Microsoft AI cuts Rumo’s frontline response time from 4 minutes to just 3 seconds
- Whakarongorau uses Copilot Studio for faster, more connected telehealth care
- HUBER+SUHNER drives its AI strategy with Microsoft 365 Copilot
- How Brainlabs turns client calls into action (and not busywork)
- Cancer Council NSW gives staff trusted policy answers in seconds with Copilot Studio
- Using Copilot to advance and unify document storage and retrieval at Korea Telecom
- Apply for jobs and turn notes into coding prompts
- List a Quest 3 and negotiate
- 10,000+ custom agents for a Japanese insurer's staff
- King County Housing Authority supports staff and residents with Microsoft 365 Copilot
- Vylor builds a governed agentic AI knowledge framework on Microsoft Foundry in 6 months
- Add 61 kid-friendly mini-games to an app
- Apply to jobs
- Auto-apply to jobs on LinkedIn
- Generate a hiring pack from existing Notion docs
- Make a dinner reservation
- Plan article topics and draft web articles
- Build and launch a code-snippet sharing app
- Fill out PDF forms like a W-9 from saved personal details
- Turn Notion PRDs into scoped Linear tickets
- Build a mobile app turning photos and voice into reminders
- Build retro games
- Answer customer questions and escalate to humans
- Save and search links via a Telegram second brain
- Write, schedule and track social posts daily
- Build old and new apps
- Handoff notes between Claude Code and Cursor
- Obsidian vault as a second brain for a non-developer
- Play-test your own game
- Track sleep, notes, code and earthquakes
- Build and test a Mars simulator game
- Port Claude Code hooks to pi extensions
- Regrade assignments and update grades in Brightspace
- Track home maintenance from receipts and inspection reports
- Build a personal research wiki from papers and articles
- Find vegetarian restaurants and save notes via computer use
- Review a housing court case as an experienced attorney
- Track personal finances
- Update a digital assets platform
- Summarize months of notes in Logseq via CLI agent
- Hand a day of busywork to Cowork
- Build a balloon-camel simulator for an LED Burning Man totem
- Debug frontend UI bugs
- Build dashboards and troubleshoot support cases
- Get Microsoft Office running on Linux via Wine
- Migrate a password reset flow to modern libraries
- Search literature and write notes into Zotero
- Port the Copilot runtime to Rust agentically