The Auditor
Quality Control & Operations Feedback
Powered by Guest360 dish-level sentiment tracking. Translates guest reviews into kitchen-specific feedback for your chef team. Parses 'too spicy' or 'underseasoned' comments and delivers real-time alerts so chefs can fix issues immediately.
What The Auditor Does
Dish-Level Sentiment Tracking
Monitors every menu item mentioned in reviews and tracks quality trends over time.
Kitchen Feedback Translation
Converts guest complaints into actionable kitchen alerts: "Carbonara underseasoned - 3 mentions this week".
Real-Time Quality Alerts
Notifies chefs immediately when a dish receives negative feedback patterns.
Operations Insights
Identifies bottlenecks, wait time issues, and service gaps across all locations.
24 Hours in the Life of Your Auditor Agent
Smart Alert Logic™
The Auditor uses pattern detection to filter noise and surface real quality issues requiring immediate action.
Critical Issue
Emerging Pattern
Single Mention
Sample Kitchen Alert
Real alert sent to Chef Michael — May 15, 2026 at 6:10am
Quality Alert — Carbonara
Generated by The Auditor • Location: Downtown Italian
"Carbonara underseasoned" — 3 mentions in past 48 hours
- •"The carbonara was bland, needed more salt." — Jennifer K., Google (May 14, 9:30pm)
- •"Carbonara lacked flavor, underseasoned." — David M., Yelp (May 13, 8:15pm)
- •"Pasta needed more seasoning." — Sarah L., OpenTable (May 13, 7:45pm)
- • Carbonara overall sentiment: 3.2★ (down from 4.5★ last month)
- • Jennifer K. is a regular (5 visits) — usually gives 5★ reviews
- • David M. mentioned "great pasta" in previous visit (March 2026)
Review carbonara recipe with kitchen team. Adjust salt ratios. Test batch before tonight's service.
Dish Quality Score — Before vs After
How The Auditor improves your menu quality and guest satisfaction
Without Quality Monitoring
- ✗Quality issues discovered weeks later via aggregated reports
- ✗No dish-level sentiment tracking
- ✗Chef gets vague feedback: "food wasn't great"
- ✗Issues repeat for weeks before detection
With The Auditor
- ✓Quality issues detected within 6-48 hours
- ✓Every dish tracked with real-time sentiment scores
- ✓Chef gets actionable alerts: "Carbonara underseasoned — 3 mentions"
- ✓Issues fixed before they become patterns
"The Auditor caught an underseasoning issue with our carbonara within 48 hours. We adjusted the recipe before it became a bigger problem. That alone saved us from losing regulars."
— Chef Michael, Downtown Italian Location
Traditional vs. AI Agent Comparison
See how autonomous digital agents compare to traditional hiring approaches
Without The Auditor
Traditional Approach
With The Auditor (Supporting Your Chef)
AI-Powered Solution
AI agents augment your existing team—they don't replace them. Your staff makes final decisions while agents handle 24/7 monitoring and drafting.
Real-World Scenarios
Dish Quality Alert
Multiple guests mention your pasta is "underseasoned" over a 3-day period.
The Auditor detects the pattern after the 3rd mention, sends an immediate alert to your head chef with specific dish name and frequency, and the kitchen adjusts seasoning ratios before the dinner rush.
Service Bottleneck Detection
Reviews consistently mention "slow service" on Friday nights between 7-9 PM.
The Auditor identifies the pattern, pinpoints the exact time window, and generates a staffing recommendation report showing you need 2 additional servers during peak hours—reducing complaints by 60%.
Menu Optimization
You want to know which dishes are driving negative sentiment across your portfolio.
The Auditor analyzes 500+ reviews across all locations, identifies your bottom 5 dishes with lowest sentiment scores, and recommends menu changes that improve overall ratings by 0.4 stars.