AI Service Reports Cut Documentation Time in Half 

Warranty Claims Don't Fail Because of Bad Work. They Fail Because of Bad Documentation.

Dealer service teams were writing reports from scratch after every job. Shorthand notes that needed to become complete, OEM-compliant documentation. Critical details left out. Claims submitted with gaps. Warranty denials that had nothing to do with the quality of the repair and everything to do with the quality of the paperwork.

Hours of administrative work, per report, per technician. Every day.

From Shorthand Notes to Warranty-Ready Reports. Automatically.

We deployed an AI-powered service reporting solution built on Microsoft Power Platform with Azure AI Foundry. Technicians capture job details in shorthand — the way they've always worked. The system does the rest.

What that looks like in practice:

• Natural language processing converts technician notes into complete, structured service reports automatically
• Reports are generated to OEM warranty standards, with the detail and consistency that manual writing rarely produces
• No rewriting. No guessing what needs to be included. No claims submitted with documentation gaps

1.5 Hours Saved Per Report. Fewer Denials. More Time on the Work That Matters.

Service teams save 1.5 hours per report — time that goes back to the work that generates revenue. Documentation quality is consistent across every technician, every job, every claim. Warranty denial rates drop because the reports are right the first time.

The paperwork got faster. The claims got stronger. And the service teams stopped losing money on work they already did.

That’s the difference between documentation that costs you and documentation that protects you.