What you receive
Aggregates complaints from multiple sources, categorizes patterns, maps root causes to operational factors, and generates prioritized improvement recommendations to shift operations from reactive complaint handling to proactive systemic fixes. The final deliverable integrates insights from every agent in the sequence, shaped by your preferences and grounded in your connected data.How it works
Your Complaint Aggregator starts by working on the foundation — collects complaints from tripadvisor, google, otas, and internal logs into a unified database with deduplication of cross-posted complaints. Then your Guest Experience Analyst picks up — categorizes complaints by service area, identifies patterns in the data, and determines frequency and severity of recurring issues. Then your Root Cause Mapper picks up — links complaint patterns to operational factors by cross-referencing with operations and staffing data to identify systemic vs one-off issues. Then your Strategic Advisor picks up — recommends systemic fixes based on root cause analysis, prioritizing improvements by impact and feasibility for operational implementation. Finally, your Report Writer brings everything together — creates actionable weekly complaint pattern report with top categories, root causes, operational changes recommended, and trend comparisons. Each agent inherits the context from the previous step, so the analysis builds and refines as the workflow progresses. You receive one comprehensive deliverable at the end.When to use this workflow
When you need to weekly analysis of complaint patterns, this workflow handles it end to end. It also works well when you need to identify systemic issues causing repeat complaints.Guest Experience Analyst
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Strategic Advisor
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