IrisGo for Solopreneurs - AI workflow automation: show it once, let it run
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IrisGo helps solopreneurs automate recurring work. Get daily briefs, triage email, track to-dos, and turn demonstrated tasks into reusable workflows with Watch & Learn. Spend less time on admin and more time building your business. Free during beta.


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Given that it monitors me working, what happens with the data? Is the Watch & Learn software local and if so, what is saved or sent to your servers?
Btw, Congratulations @jeffrey_lai1 , @ysssss33 and team IrisGo 🎊✌️
@jeffrey_lai1 @aymi_malik
Great and critical question. We designed IrisGo with a strict local-first privacy architecture:
Local Storage: Your recorded workflows, screen snapshots, audio transcripts, and memory vaults stay stored locally on your machine. They are never continuously synced to or stored on our servers.
What Is Sent: Only the specific text/UI context required to process a prompt or execute an AI step is sent to the LLM API (e.g., when synthesizing a workflow or reasoning through a live desktop task).
No Training or Selling: We never sell your data or use your personal activity to train public models.
Full Control: You can inspect your local vault, delete recorded workflows, pause monitoring, or clear stored memory at any time.
For a lecture held in a supported meeting app, could I use the captured transcript to ask IrisGo for a study guide? Being able to review the explanation afterward would be useful.
@evanbuildsai Yes, you can do that. I use it to generate action items and key highlights from meeting notes. Would love to see a study guide built. Please feel free to share with us what you generate.
@jeffrey_lai1 Congratulations. And happy product launch.
@jeffrey_lai1 @huisong_li Thanks for your support! Please give it a try on your daily tasks!
This seems like a significant improvement over traditional automation. Instead of pre-defining every condition or scenario, you simply demonstrate the workflow and leave the repetitive tasks to IrisGo.
@monir_ Spot on! Trying to predict every edge case in advance is exhausting and brittle. Showing what you want done once—and letting the agent handle the nuance and repetition—feels so much closer to how you’d delegate to a teammate.
@ysssss33 the agent understand the goal and adapt when something changes, rather than just replaying the exact same steps every time. That’s where this approach gets really interesting.
@hitesh_bhakal Haha, felt that in my soul. That feeling of keeping 50 tabs open just as "reminders" was a huge reason we built Memory and Radar. Enjoy the clean browser window!
Downloading candidate resumes, renaming them, and sorting them into folders is the kind of recurring workflow I'd want to try with Watch & Learn. How does replay handle a different number of files each time?
@jason_xu6 It handles dynamic counts seamlessly! Unlike a rigid macro that only clicks fixed coordinates X times, IrisGo treats your demonstration as a pattern:
It recognizes the list or folder you’re working from, processes each item one by one, and uses visual/accessibility checks to see when there are no more candidates left to process. You can also pass natural-language tweaks at replay time (like custom naming formats).
@jason_xu6 this is a great usecase! thank you for sharing this
Most todo this apps fail because I forget to enter the tasks. Radar reading my calendar and email cache and extracting to-dos automatically feels like how productivity software should have worked ten years ago.
@sarasolomaker 100%! Manual task entry is where 99% of to-do systems go to die. We built Radar so you don't have to be your own administrative clerk just to stay organized—your commitments are already in your inbox and calendar, software should just be smart enough to surface them.
Watch & Learn caught my eye. Showing a routine feels much more natural than explaining every click in a prompt. Congrats on getting this out!
@oleksii_sekundant Thanks so much! Excited for you to give it a spin!
Hi IrisGo team! I have a question about the video. For email triage, it says "only what needs you" - does that mean it does other tasks that do not require human-in-the-loop?
Also in general, is there a weekly recap that shows what IrisGo automated for you? Or just some place where you can revisit what was done or to decide what you want to adjust in the future? You might already have it. My questions come from what I can see of the UI in the video. Congrats on the launch today!
@sara_ford_goog Hi! Thanks so much for the support!
On "only what needs you": Radar filters out passive noise (receipts, notifications, newsletters) and extracts genuine to-dos and questions. It handles passive triage and draft preparation in the background, but always keeps human-in-the-loop confirmation before actually sending emails or making external changes.
Recaps & Audit: Yes! Time Machine automatically compiles daily recaps of activity and meetings, and all automated actions are logged locally. You can review scheduled runs in the Scheduled pane, inspect past tasks, and easily tweak or update any saved workflow whenever you want to adjust how it runs.
Please give it a try, you will love it!
@ysssss33 That makes sense. And I figured there was probably some sort of way to review daily activities. Thanks for the details! Good luck with the launch!
I think this will be particularly useful for repetitive browser based tasks where creating a dedicated integration wouldn't be very cost effective. It is likely that significant time savings can be achieved through tasks of this nature.
@1mirul Exactly—you hit on the "long tail" automation problem!
@ysssss33 Exactly! That’s the part that stood out to me. Lots of small tasks are too specific for a dedicated integration but still consume a lot of time when repeated manually. Excited to see where you take this.