Synthetic demonstration data
Treatment Recovery Intelligence Analysis
Analyzing dormant inquiry records
File
national-med-spa-synthetic-dormant-records.csv
Records detected
538
Practice
Aster Med Spa Group
Analysis type
Body-contouring treatment recovery
Language coverage
English + Spanish
Analysis in progress0%
Analysis stages
Deterministic local sequence1
Validating file structure
Confirming treatment inquiries, contact, source, and permission fields.
2
Normalizing treatment inquiries
Standardizing source labels, timestamps, language, and interest fields.
3
Removing duplicates and suppressed contacts
Excluding repeated records, invalid contacts, and suppressed contacts.
4
Checking contactability and permission status
Separating reachable records from records requiring permission clarification.
5
Detecting body-contouring treatment evidence
Requested body-contouring consultation
6
Detecting stall reasons
Package pricing question unresolved, Consultation abandoned, Financing question, Treatment timing, No completed follow-up, Language mismatch
7
Classifying treatment opportunities
Assigning recovery priority from observable evidence only.
8
Routing exceptions for human review
Holding records with pricing, financing, permission, or Patient Coordinator needs.
9
Preparing recovery strategies
Creating review-ready strategy drafts.
Live transformation
Records processed
60
Duplicates excluded
0
Suppressed or opted-out
0
Eligible records
54
Reachable records
37
High-opportunity records
12
Human-review records
2
Strategies ready
1
Live evidence preview
Isabella Martinez
Requested body-contouring consultation
Asked about package pricing
Preferred language: Spanish
Received one generic English response
No consultation scheduled
No opt-out detected
Classification
High Treatment opportunity
Primary stall reason
Package pricing question unresolved
Secondary stall reason
Spanish preference not reflected in follow-up
Next system action
Prepare Patient Coordinator handoff strategy
This is an explainable decision trace using observable synthetic fields, not hidden reasoning or clinical decision-making.