Human-in-the-loop
A workflow design that pauses at critical decision points for human review and approval before continuing. Combines automation speed with human judgment. Example: AI drafts a response to a complex complaint → human reviews and approves → automation sends it.
Expert insight
The best automation design is not maximum automation it's maximum automation with human oversight exactly where it matters.
In a real workflow
An AI-drafted refund decision above $200 waits for a manager’s approval before it is processed.
Common mistakes
- Approval steps that nobody watches.
- Asking humans to approve everything.
Complexity level
Requires some familiarity with automation concepts.
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See it in action
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Which Marketing Processes to Automate First: A Real Prioritization Framework
A frequency-versus-judgment framework for deciding which marketing processes to automate first, the five that consistently score highest, and what to leave manual.
The future of automation: how our engineering team is shaping the next era of business operations.
Insights from PURIST's engineering team on future trends in workflow automation and the architecture decisions that are quietly reshaping how agencies think about reliability, scale and ROI.
AI agents in 2026: what actually works and what is still hype.
95% of AI pilots fail. The 5% that succeed share three things in common. Here is what separates demo-ready from production-ready AI.