Iteration Layer
Task management and automation platform.
Pricing: freemium : Limited free plan available · Visit website
Iteration Layer is now Task Machine, a European AI workflow runtime designed for ongoing tasks like follow-ups and reports. It allows users to delegate work to AI agents while maintaining control through shared tasks, scheduled runs, and approvals via inbox.
Shared tasks
Scheduled runs
Inbox approvals
Spending limits
Honest task history
Pros
- AI-driven task delegation
- Controlled workflow management
- Scheduled task automation
Cons
- Limited free tier
- Transition to new platform
- No longer standalone product
FAQ
Is Task Machine still available?
Yes, it continues the Iteration Layer idea.
What happened to Iteration Layer?
It shut down and became Task Machine.
Can I join the waitlist for Task Machine?
Yes, go to Task Machine's website to sign up.
Top alternatives
AI-driven app builder for CRMs, dashboards, and portals.
Taskade offers project management and collaboration features for developers, similar to Iteration Layer's business tools, with a freemium pr
AI-powered notes app for organizing thoughts and ideas.
Mem offers a freemium model for note-taking and knowledge management, similar to Iteration Layer's approach for business workflows.
AI tool for automating workflows.
Loopin AI offers project management and automation features similar to Iteration Layer's capabilities, though pricing details are not public
AI-driven productivity tools for streamlining workflows.
AI for Productivity offers similar productivity enhancements but focuses more on automating routine tasks.
AI-driven task management for teams.
Agents Mesh offers a paid model with advanced AI agent collaboration features, contrasting Iteration Layer's freemium approach.
Last updated: 2026-11-01