4.2 Module 4 · AI Workflows & Productivity

Building Multi-Step AI Systems

Chain prompts together to tackle complex government processes. Design multi-step AI workflows that break big tasks into reliable, repeatable sequences with quality checks at each stage.

Workflow Canvas Builder Step-by-Step Visualiser

Key Insight

The most common AI failure in government is asking one giant prompt to do everything at once. Multi-step workflows break complex tasks into smaller, verifiable stages. Each step has a clear input, a focused prompt, and a defined output format. This makes every stage auditable, repeatable, and improvable.

Workflow Canvas Builder

Design your own multi-step AI workflow. Add steps, write prompts for each, and mark human review checkpoints. Start with the pre-loaded example or build from scratch.

Step-by-Step Visualiser

Explore three pre-built government workflows. Click each step to see the prompt, sample output, and time saved.

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