WAAutomation

AI Workflow Automation Checklist

Turn a repetitive workflow into an automation checklist with triggers, tools, validation, exceptions, approvals, and monitoring.

Automation Checklist

Workflow automation checklist
Criticality: Human-reviewed

Workflow:
Monitor BotQNA tool pages after each batch and flag broken links, missing FAQ, or missing localized copy.

Inputs and triggers:
Published slugs, sitemap routes, browser QA snapshots, locale list.

Expected output:
QA checklist with blocking issues and follow-up suggestions.

1. Trigger
- Scheduled, event-driven, manual button, or external webhook?
- How should duplicate runs be prevented?

2. Input readiness
- Required and optional inputs
- Data permissions and sensitive fields
- Stop conditions when inputs are missing

3. Automation steps
| Step | Tool | Validation | Exception path |
| --- | --- | --- | --- |
| Gather context | [Tool] | [Input complete] | [Stop/downgrade] |
| Draft output | [Model/template] | [Format valid] | [Retry/handoff] |
| Deliver result | [Destination] | [Approval state] | [Notify owner] |

4. Approvals and boundaries
- Which outputs are drafts only?
- Which actions require human confirmation?
- Which actions must never run automatically?

5. Monitoring
- Success rate, latency, failure reasons, cost, human correction rate
- Who is notified on failure and by when?

6. Before launch
- Run a small sample first
- Prepare a rollback path
- Record owner, logs, and version

How to use Automation Checklist

Step 1

Automate the trigger, inputs, checks, and handoff before automating final judgment.

Step 2

Name exception paths and owners for failed runs.

Step 3

Keep monitoring and rollback plans proportionate to risk.

Example

Sample input

Workflow to automate: Monitor BotQNA tool pages after each batch and flag broken links, missing FAQ, or missing localized copy.
Inputs and triggers: Published slugs, sitemap routes, browser QA snapshots, locale list.
Expected output: QA checklist with blocking issues and follow-up suggestions.
Automation criticality: Human-reviewed

Result preview

Workflow automation checklist
Criticality: Human-reviewed

Workflow:
Monitor BotQNA tool pages after each batch and flag broken links, missing FAQ, or missing localized copy.

Inputs and triggers:
Published slugs, sitemap routes, browser QA snapshots, locale list.

Expected output:
QA checklist with blocking issues and follow-up suggestions.

1. Trigger
- Scheduled, event-driven, manual button, or external webhook?
- How should duplicate runs be prevented?

2. Input readiness
- Required and optional inputs
- Data permissions and sensitive fields
- Stop conditions when inputs are missing

3. Automation steps
| Step | Tool | Validation | Exception path |
| --- | --- | --- | --- |
| Gather context | [Tool] | [Input complete] | [Stop/downgrade] |
| Draft output | [Model/template] | [Format valid] | [Retry/handoff] |
| Deliver result | [Destination] | [Approval state] | [Notify owner] |

4. Approvals and boundaries
- Which outputs are drafts only?
- Which actions require human confirmation?
- Which actions must never run automatically?

5. Monitoring
- Success rate, latency, failure reasons, cost, human correction rate
- Who is notified on failure and by when?

6. Before launch
- Run a small sample first
- Prepare a rollback path
- Record owner, logs, and version

FAQ

Is every repetitive workflow worth automating?

No. Automate when triggers, inputs, checks, and failure handling are stable enough to reduce work safely.

Does this schedule the workflow?

No. It produces the checklist and requirements needed before scheduling or connecting tools.