AI that reads every review
so you don't have to.
Thousands of customer reviews across hundreds of locations — classified, scored, and turned into intelligence your team can act on. No more guessing what your customers are saying.
Your reviews are a goldmine.
Nobody's mining them.
Restaurant chains with hundreds of locations generate thousands of Google Reviews every month. Your teams can't read them all. Star ratings tell you almost nothing actionable. Complaint patterns go undetected, revenue leaks compound silently, and the customers telling you exactly what's wrong get ignored — buried in a sea of data nobody has time to process.
Every review, classified and scored.
We build AI-powered pipelines that ingest, classify, and analyze every customer review across all your locations — automatically, continuously, and at scale.
AI Classification Engine
Automated complaint categorization using local LLM inference. Every review sorted into actionable categories — food quality, order accuracy, service speed, cleanliness, and more.
Store-Level Dashboards
Individual performance views for every location. Trend tracking, complaint patterns, improvement scoring, and regional benchmarking — all in one place.
Revenue Impact Scoring
Quantify the dollar cost of recurring complaint patterns. Know exactly which operational issues are costing you the most — and where to focus improvement efforts.
Intelligence that drives decisions.
Full Review Pipeline
Automated data collection across all your locations, cleaned and processed for analysis.
Trained AI Model
Classification model tuned to your specific complaint taxonomy and operational categories.
Per-Store Dashboards
Individual scorecards for every location with performance grades and actionable insights.
Executive Summaries
Weekly and monthly roll-ups designed for leadership — the signal without the noise.
Trend Tracking
Complaint pattern monitoring over time — catch emerging issues before they become systemic.
Custom Alert Thresholds
Get notified when specific locations or complaint categories cross your defined limits.
Three steps to clarity.
Ingest
We connect to your review sources and build an automated data pipeline. Every new review gets captured, cleaned, and queued for analysis.
Classify
AI models categorize every review by complaint type, sentiment, and severity. Each one is tagged, scored, and mapped to a specific location.
Insight
Your team gets executive dashboards, store-level scorecards, and actionable intelligence — updated continuously as new reviews come in.
Operations teams that run on data.
Stop guessing what your customers are saying.
See how review intelligence turns thousands of unread reviews into operational improvements and recovered revenue.