Case study · AI Agents
The compliance report you can just ask
A multi-property hospitality group runs monthly compliance and QA audits across every hotel and department — but the numbers lived in multi-tab spreadsheets only a few analysts could navigate. caratRED built an AI agent that turns those reports into a conversation: anyone can ask in plain language and get the answer, without knowing a single report name, sheet or hotel code.
- Client
- Multi-property hospitality group
- Scope
- Compliance & QA reporting
- Approach
- Conversational AI agent
- Status
- Live in production
The challenge
The data was there. The answers weren't.
Locked in spreadsheets
Monthly scores lived across multi-tab workbooks that only a handful of analysts could confidently navigate.
You had to know the structure
Getting an answer meant knowing the report name, the right sheet, the hotel code and the department layout.
Slow to insight
Comparing hotels, departments or months meant manual filtering and fresh pivot tables, every single time.
Reporting, not answering
Leaders received static reports — not answers to the specific question they actually had in the moment.
The solution
Ask in plain language. Get the answer.
caratRED built an AI agent that sits on top of the same compliance data and maps a natural question to the exact figures behind it. It handles four kinds of question — from running a report to spotting a trend — and answers each one directly, with the numbers to back it up.
Run reports on request
Generate a compliance report for any hotel, any month, or the whole group — on demand.
Compare performance
Rank hotels, find the best and worst performers, and compare any properties side by side.
Deep-dive departments
Pinpoint exactly which department is lifting or dragging a hotel's score — and why.
Track trends over time
See whether a hotel or department is improving or slipping, month over month and quarter over quarter.
What it delivers
No report names. No hotel codes. Just questions.
Plain-language answers
Users ask in their own words and the agent maps the intent to the right data — no spreadsheet skills required.
Answers, not reports
The specific question gets a specific answer, with the numbers behind it, in the moment.
Live in production
Running today on real compliance and QA data across the group's properties.