1. Inquiry intake
AI reads a form submission or email, extracts the request type, urgency, contact details, missing information, and suggested next action. A team member reviews before responding.
2. Support ticket classification
AI tags tickets by issue type, priority, product area, and escalation need. This helps route work faster and makes reporting cleaner.
3. Document extraction
AI extracts fields from invoices, proposals, intake forms, contracts, or applications into a structured review table. Humans confirm important fields before use.
4. Meeting notes to actions
AI converts rough notes into decisions, owners, deadlines, and follow-up messages. This is a low-risk pilot when the notes are internal and reviewed before sending.
5. Weekly operations summaries
AI drafts a summary from project notes, tickets, and updates. Managers review and edit before sharing with the team.
6. Knowledge assistant
AI answers employee questions from approved internal documents and points back to the source. This reduces repetitive questions while improving consistency.