How Metric Labs ships workflows 10x faster with Automatite
Metric Labs replaced multiple automation tools with Automatite, cutting workflow build time and reducing operational toil.
"Automatite gave us the speed of no-code with the rigor of code. Our ops team ships workflows the same week we identify the need."
The challenge
Metric Labs is a 300 employees saas company that had outgrown its existing automation stack. Workflows were spread across three different tools, version control was nonexistent, and AI steps required manual HTTP plumbing.
The breaking point was a customer-facing incident traced to a workflow that quietly stopped firing two weeks earlier — with no alert and no audit trail. The team needed a single platform with real observability and version control.
The solution
Metric Labs migrated to Automatite over six weeks. Their first new workflows used AI steps for lead scoring and ticket triage — both projects that were on the backlog for months because the previous tool could not support them cleanly.
The platform’s branching and versioning let the ops team test changes in staging before promoting to production, and the run history view eliminated the “what happened?” debugging sessions that used to consume entire afternoons.
The results
Within a quarter, Metric Labs had migrated all critical workflows and built dozens of new ones that were impossible on the previous stack. Workflow reliability climbed to 99.92%, and the team reduced toil by 85 hours per week.
The most-quoted internal change was cultural: workflows became something the ops team could ship in an afternoon rather than a multi-week project. That changed which problems they were willing to tackle.