Workflow Automations
Visual DAG builder, A/B testing, trigger conditions, and scheduled tasks — automate the repetitive and optimize the rest with data.
Build once, run forever
Visual DAG builder
Build workflows as directed acyclic graphs. Drag-and-drop nodes for triggers, conditions, AI actions, and channel sends — no code required.
A/B test workflows
Run two workflow variants simultaneously and split traffic between them. The platform tracks conversion per variant and calculates statistical significance.
Trigger conditions
Trigger workflows on inbound messages, conversation events, CRM updates, or time-based schedules. Combine conditions with AND/OR logic.
Scheduled tasks
Schedule recurring workflows — daily digest, weekly re-engagement campaign, monthly usage summary. Cron-style scheduling from the dashboard.
Technical implementation
DAG execution engine
Workflows are stored as serialized DAGs. The execution engine traverses nodes in topological order, evaluating conditions and executing actions at each step. Failed nodes are retried with exponential backoff.
A/B significance testing built-in
The platform uses a two-proportion z-test to determine when an A/B experiment has reached statistical significance. Results are surfaced in the workflow dashboard — no external stats tool needed.
Automate the repetitive. Ship the important.
Workflow automations available on Professional and above.