pillar guide
AI Workflows: Plan a Reviewable Process
An AI workflow separates planning, drafting, checking, and approval. It improves clarity when each stage has a named input, expected output, and responsible reviewer.
This page helps: teams moving from one-off prompting to repeatable work design an AI-supported sequence with human checks.
Quick summary
- An AI workflow separates planning, drafting, checking, and approval. It improves clarity when each stage has a named input, expected output, and responsible reviewer.
- Start with a specific task and verified source information.
- Use the illustrative resource below as a starting point, then tailor it to your situation.
- Check the output before sharing it, making a decision, or using it with customers.
A practical way to approach this task
- 1
Map the current process first.
- 2
Use AI where a draft or classification helps.
- 3
Keep decisions, sensitive data, and final approval with people.
Illustrative resource
Illustrative example for teams moving from one-off prompting to repeatable work. Replace every bracketed field with facts you can verify.
Worked example
Map a weekly sales report from spreadsheet export to summary draft to manager approval, preserving the source figures.
Acceptance checks
- Every figure can be traced to a source row.
- The manager owns interpretation and decisions.
- The process includes a correction path.
Map this process: [PROCESS]. For each stage, state the owner, input, AI-assisted draft, quality check, and final decision. Flag steps that should not be automated.
Make this fit your task
Inputs stay in this page unless you save them to your toolkit. Leave unknown facts blank. Do not enter confidential details.
1 displayed inputs still use placeholders. Fill them here or explicitly copy the template with placeholders.
Prepared instructions
Map this process: [PROCESS]. For each stage, state the owner, input, AI-assisted draft, quality check, and final decision. Flag steps that should not be automated.
1 required input still contain placeholders. Fill them in or choose to copy the template as-is.
What to check: A workflow is useful only if the handoffs and checks reflect real work.
Limits and review points
- AI output can be incomplete or wrong. Check factual claims, dates, prices, calculations, and names before using it.
- A prompt or skill is reusable instruction text. It does not access accounts, publish content, or perform work without your review.
Find a resource for your task
The directory contains prompts, skills, and workflow resources. Open a listing to check its task, required inputs, access conditions, and limitations before using it.
Browse workflow resourcesNeed this adapted to your business?
Share the task, approved inputs and acceptance criteria. We will review the scope before quoting custom work.
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