RefumbusBuild, launch, and scale automation with confidence
Explore end-to-end documentation covering implementation, creative guardrails, and analytics. Every guide mirrors the workflows our strategists run in production.
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Automation OS architecture
Understand services, data pipelines, and extensibility.
Lifecycle blueprint templates
Implementation checklists for high-performing flows.
Compliance and guardrails
How we manage approvals, audit logs, and fail-safes.
Featured guides
Getting started
Spin up your first workflow, connect storefront data sources, and launch AI copilots safely.
Open guide →Workflow playbooks
Pre-built automations for support, abandoned cart, returns, and inventory alerts.
Open guide →Creative automation
Design guidelines for Spline hero scenes, Lottie orbit animations, and on-brand micro-interactions.
Open guide →Measurement & governance
Set guardrails, monitor KPIs, and maintain compliance across embedded copilots.
Open guide →Release notes
Track platform updates, new templates, and AI copilot capabilities. Subscribe to changelog alerts to keep your teams aligned.
- Introduced conversational merchandising copilot
- Added attribution dashboard for Shopify
- Expanded templates marketplace filters
- Launched Zendesk knowledge sync