Six AI workflows to assess with your team

These examples show tasks a model could help prepare and what someone would need to check. They are illustrative patterns rather than customer case studies or measured results. Permissions, owners, and acceptance tests still need to be agreed for each implementation.

Incoming requests

Inquiry intake

Extract the request type and required details from an authorized form or message, then suggest an owner. Staff check the context and routing before approving the intake brief. Retain the source, draft, corrections, and assigned next step.

Support preparation

Use an authorized ticket and approved help content to draft a response with references. An agent checks whether the guidance answers the question or the case needs escalation. Keep the references, draft, and agent’s decision with the reviewed answer.

Documents and meeting notes

Document extraction

Extract specified fields from approved sample documents into a table, with source references beside the values. A reviewer checks important fields and missing data. Retain the source identifiers, extracted values, and corrections with the confirmed table.

Meeting notes to actions

Draft an action list from approved internal notes. The meeting owner resolves uncertain assignments and dates before sharing it. Keep the notes, proposed list, and approval so others can check how the actions were agreed.

Reporting and internal knowledge

Operations summary

Draft a status brief from authorized project updates or tickets and flag exceptions. A manager checks coverage and unresolved issues before approving the update. Keep source references, the draft, and edits.

Internal knowledge retrieval

Answer an employee’s question using procedures they are permitted to access. Include references for the employee to check, and route uncertain cases to the content owner. Record the question, retrieved sources, and answer or escalation under the agreed retention policy.

Choosing an example to pilot

Pick a repeated task with available examples and an accountable reviewer. Test preparation before adding external sends or system writes. Compare the effort to finish the work, including checks and exceptions, with the current process.

Have a workflow in mind?

Tell us what it involves and which systems it uses.

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