How AI Agents Automate Business Operations

1. Sales: lead to meeting

Lead arrives → agent checks requirements → qualifies the lead → updates CRM → schedules the meeting → sends a follow-up. Sales spends time only on qualified conversations.

2. Support: question to resolution

Customer asks a question → agent checks company knowledge → answers → creates a support ticket if required, with the conversation attached.

3. Finance: invoice to approval

Invoice received → agent extracts fields → validates against the purchase order → updates ERP or accounting → sends an approval request to the right person.

4. HR: question to action

Employee asks an HR question → agent retrieves the policy → responds immediately → performs permitted actions such as recording a leave request.

5. Procurement: need to purchase order

Stock drops below a threshold → agent compares approved vendors and recent prices → drafts a purchase order → requests approval.

6. Operations: anomaly to action

Production or sales data moves out of range → agent identifies the abnormal pattern → alerts the responsible person → suggests corrective actions.

What makes these work

Clean integrations, clear rules for escalation, and measurement. Before building, agree what success looks like — response time, hours saved or error rate — and track it from day one.

Frequently asked questions