Task Machine (formerly Iteration Layer)

Task Machine, built by the European team behind Iteration Layer (who pivoted fully to Task Machine after finding recurring-work automation was their strongest focus), is an AI workflow platform that automates recurring tasks — follow-ups, reports, and small recurring jobs — while maintaining human oversight. Controlled workflows include scheduled steps with designated owners, approval gates, checks, and automatic retries for consistency, and an inbox-first management view centralizes approvals and blockers in one place instead of requiring users to monitor every execution. Task Machine is compatible with Codex, Claude Code, Opencode, Pi, OpenClaw, and Hermes Agent platforms, keeps a full audit trail of every decision, tool call, and cost, and enforces cost controls through spending limits and schedules. Users define which tasks agents handle independently versus those requiring human approval. A seven-day free trial is available to create a workspace, with further pricing on a dedicated pricing page.