Synthetic demonstration data
HVAC Replacement Recovery Intelligence Analysis
Analyzing dormant inquiry records
File
oakridge-hvac-synthetic-dormant-records.csv
Records detected
362
Practice
Oakridge Home Services
Analysis type
Complete HVAC replacement recovery
Language coverage
English + Spanish
Analysis in progress0%
Analysis stages
Deterministic local sequence1
Validating file structure
Confirming homeowner inquiries, contact, source, and permission fields.
2
Normalizing homeowner 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 complete hvac replacement evidence
Requested complete HVAC replacement estimate
6
Detecting stall reasons
Monthly payment question unresolved, Missed callback, Estimate review incomplete, Timing concern, Repair-versus-replace uncertainty, No completed follow-up
7
Classifying replacement opportunities
Assigning recovery priority from observable evidence only.
8
Routing exceptions for human review
Holding records with pricing, financing, permission, or Comfort Advisor needs.
9
Preparing recovery strategies
Creating review-ready strategy drafts.
Live transformation
Records processed
40
Duplicates excluded
0
Suppressed or opted-out
0
Eligible records
37
Reachable records
27
High-opportunity records
8
Human-review records
1
Strategies ready
1
Live evidence preview
Carlos Ramirez
Requested complete HVAC replacement estimate
Asked about monthly payment options
Estimate delivered
Follow-up ended after one call
System age and comfort concern recorded as homeowner-provided information
No opt-out detected
Classification
High Replacement opportunity
Primary stall reason
Monthly payment question unresolved
Secondary stall reason
Missed follow-up after estimate
Next system action
Prepare Comfort Advisor handoff strategy
This is an explainable decision trace using observable synthetic fields, not hidden reasoning or clinical decision-making.