Power Automate + AI Builder: 5 real cases that save hours every week

AI Builder is the missing piece in Power Platform to take automation from "structured things" to "things with language, images and documents". We have implemented these 5 cases with measurable ROI in less than 4 weeks.

1. Invoice processing

Dedicated inbox for PDF invoices. AI Builder extracts: vendor, tax ID, invoice number, date, taxable base, VAT, total. Power Automate validates against the ERP, assigns cost center, and archives in SharePoint. From 12 minutes per invoice to 30 seconds. ROI at 200+ invoices/month.

2. Automatic email classification

Every email entering the general inbox is classified into 8 categories (support, commercial, HR, legal, press, others) with confidence score. Power Automate routes it to the right team, suggests a Copilot reply and marks urgent if it is. For teams of 50+ people, saves 1-2 hours/day in triage.

3. Contract data extraction

AI Builder identifies: parties, signing date, duration, value, jurisdiction, auto-renewal clauses. Power Automate creates a Dataverse item with all extracted fields and alerts 60 days before expiration. Essential for legal teams with 50+ active contracts.

4. Sentiment analysis in surveys

Climate surveys, NPS, event feedback: AI Builder classifies open responses as positive/neutral/negative and extracts themes. Power BI visualizes by department. Detects issues that closed questions do not capture.

5. Content moderation in internal community

Yammer/Viva Engage: AI Builder flags toxic content, exposed personal data or confidential information before publishing. Power Automate notifies the moderator with the suggested action. Reduces manual moderation work by 80%.