Demonstration-based workflow learning
The Watch & Learn approach learns a workflow from a demonstration and is described as running the learned task across apps without requiring prompts for the learning step.
IrisGo
IrisGo is a desktop AI assistant for solopreneurs that learns recurring workflows from demonstrations and runs them across applications. Its public beta includes examples for email triage, daily briefings, monitoring, and other administrative routines on Windows and Apple Silicon Macs.
AI workflow automation for solopreneurs
IrisGo is a desktop AI operating system for solopreneurs that handles recurring administrative work across applications. Rather than relying only on typed prompts, it is designed to learn how a user completes a workflow from a demonstration, then repeat that workflow in the background.
The product's public beta highlights workflows such as Daily Brief, Email Triage, My Radar, and Watch & Learn. IrisGo is available for Windows 11 64-bit PCs and Apple Silicon Macs, with automatic updates during the beta. Users decide what data and workflows the assistant can access, and the product supports hybrid local and cloud AI processing.
Features
Recurring admin workflows
The product presents Daily Brief, Email Triage, and My Radar as example workflows in its product demonstration, indicating a focus on recurring information and administrative tasks.
Cross-app task execution
IrisGo is positioned as an operating layer that works across applications rather than as a standalone chat interface. The site also describes learned workflows running in the background.
Google Workspace context
When connected and enabled, Gmail, Google Drive, and Google Calendar content can provide context for summaries, questions, action-item extraction, and workflows the user authorizes.
Hybrid AI processing
IrisGo uses hybrid on-device and cloud AI. Contextual processing occurs locally whenever possible, while cloud processing is used when authorized through model and feature settings.
Permission and action controls
Users can review and revoke data access in settings, see which models are being used, and retain control over automated actions through confirmation or prior authorization.
Use cases
Inbox administration
A solo business owner can use the demonstrated Email Triage workflow as a starting point for handling recurring inbox administration, reducing the need to process the same routine manually each day.
Daily business review
The Daily Brief example is suited to consolidating recurring information into a regular review, giving a solopreneur a repeatable way to start the workday with relevant updates.
Personal monitoring
My Radar represents an ongoing monitoring workflow for information the user wants to keep track of. IrisGo's cross-app approach is intended to run these learned routines beyond a single chat session.
Multi-application routines
A user can demonstrate a repetitive process once and have IrisGo learn and repeat it across applications, which is useful for administrative routines that follow consistent steps but span more than one app.
Pros and Cons
Pros
- Learns workflows from demonstrations instead of requiring users to describe every step in a prompt.
- Targets recurring administrative work with examples including email triage, daily briefings, and personal monitoring.
- Supports user-controlled permissions, local processing where possible, and confirmation for automated actions unless pre-authorized.
- Can use Gmail, Google Drive, and Google Calendar as context for enabled features and authorized workflows.
Cons
- The product is still presented as a beta, and the available pricing information does not state future plan prices or usage limits.
- The public materials provide examples of workflows but do not fully document the complete capability set or every supported application.
- The current desktop support is limited to Windows 11 64-bit and Apple Silicon Macs.
FAQ
Which computers does IrisGo support?
IrisGo is available during its beta for Windows 11 (64-bit) and Apple Silicon Macs. The site provides separate Windows and Mac downloads, and says updates install automatically.
How does IrisGo learn a workflow?
The site describes IrisGo as learning workflows from a demonstration and then running them across apps. Its Watch & Learn material says a workflow can be learned from a single demonstration without requiring prompts for that learning step.
What control do users have over IrisGo's access and actions?
IrisGo processes screen content, clipboard data, or voice input only after explicit user initiation. Access can be granted or revoked through the app's settings, and automated actions require confirmation unless the user has pre-authorized them.
What Google Workspace data can IrisGo use?
IrisGo can use connected Gmail, Google Drive, and Google Calendar content as context for features that the user invokes or enables, including summarization, question answering, action-item extraction, and authorized workflows.
How is IrisGo priced?
The public site identifies the current offering as a free beta. The available pricing page does not provide additional plan prices or usage limits, so those terms should be confirmed with IrisGo before relying on the product for ongoing use.
Quick Facts
- Category
- AI productivity and workflow automation
- Primary users
- Solopreneurs
- Platforms
- Windows 11 (64-bit) and Apple Silicon Macs
- Availability
- Free public beta
- Example workflows
- Daily Brief, Email Triage, My Radar, and Watch & Learn
- Company
- Irixion Corp.
Alternatives à IrisGo
Macuse
Macuse is a macOS app that lets AI assistants control native Mac apps through MCP and use Computer Use for any app. It works with clients like Claude Desktop, Cursor, and Raycast, and keeps automation on-device.
Goldfish
Goldfish is an AI memory app for macOS that helps you reply, write, summarize, and continue using the context already on your Mac. It stores memory locally and writes in your tone.
Lasso
Lasso is an ecommerce product data platform for enriching catalog records, processing supplier files, generating product content, and monitoring competitors. It combines a web app with a REST API, SDK, and MCP server for teams and developers.
ArtDeck
ArtDeck is a visual reference board app for iPhone, iPad, and Mac that lets artists collect mixed reference material on one canvas and study it with ToolBox lenses. It works offline, supports optional iCloud sync, and is sold as a one-time purchase with no account required.
Biji
Biji est une plateforme polyvalente conçue pour améliorer la productivité grâce à des outils et des fonctionnalités innovants.
Malyatko
Malyatko is a baby tracker for logging feeding, sleep, growth, teething, and milestones in one app. It works on iPhone, Apple Watch, and widgets, with no sign-up, offline use, and family sharing through iCloud.