IrisGo

• Getting a weekday 8:00 brief with the three most important actions pulled from Gmail, Calendar, and your to-dos
• Teaching IrisGo once how you compile several documents into a weekly report, then letting it repeat the report on a schedule
• Triaging a client inbox so urgent and action-required messages are flagged with deadlines
• Filing expense reports by showing IrisGo how you categorize receipts, then letting it fill future reports as receipts arrive
• Turning a call into a recap with action items that land on your priority list
• Running an OpenClaw-style agent such as Hermes Agent on a Mac through a native app instead of a terminal

IrisGo's bet is that people describe their work badly but can show it easily, so its core is learning a recurring workflow from one demonstration and rerunning it on the user's own machine. That makes it most interesting for solo operators with repetitive multi-app admin, and by default its storage and transcription stay local, with an option to keep inference on device as well. The caution is maturity: it is a free v0.2 public beta from a small startup, with no published pricing for later, no team or API layer, and documented integrations concentrated on Google Workspace. Try it on a low-stakes recurring task, keep confirmations on for anything that sends or deletes, and check which model each workflow uses before you point it at sensitive mail.

About IrisGo

IrisGo, built by Mountain View startup Irixion and backed by Andrew Ng's AI Fund, calls itself an AI operating system, but in practice it is a desktop app that sits across your other apps. Its distinguishing idea is Watch & Learn: instead of describing a task in a prompt or wiring a Zapier-style flow, you show IrisGo how you do it once, it captures the steps, the logic, and the intent, and it saves the result as a skill it can repeat with new inputs, triggered by a schedule or an event. A community Skill Library offers ready-made skills (email triage, report building, meeting notes, invoice processing, web scraping and more) that you import and then teach your own variation, and the app also supports OpenClaw skills and can run OpenClaw-style agent harnesses such as Hermes Agent in a native window on the Mac, so terminal-based agents become usable without a terminal. The October 2026 Solopreneurs launch highlights four starting workflows: a Daily Brief and Radar that surfaces the three highest-priority actions from email, calendar, and to-dos; Email Triage; Meeting Summary with action items; and Expense Report Filing. Gmail, Google Drive, and Google Calendar connect through Settings, with OAuth tokens kept on your device, and IrisGo can label, archive, draft, and send email or create and edit files and events when you ask. Processing is hybrid. By default, context and conversation history are kept on your device, audio is transcribed locally, and the app can run local models on the PC's NPU or GPU; when you pick a cloud model, requests go by default through OpenRouter to a provider such as OpenAI, Anthropic, or Google, or to your own provider account. The company also says IrisGo ships preinstalled on some PCs, including the Acer Swift 16 AI. The tradeoffs are maturity and scope: the current release is a v0.2 public beta, the Mac build is Apple Silicon only, no paid pricing has been published for after the beta, no API, team plan, or admin console is documented, and the documented app integrations are mainly Google Workspace, so it fits an individual's own computer far better than a team's shared automation.