Synthetic demonstration data
Pool Project Recovery Intelligence Analysis
Analyzing dormant inquiry records
File
oakridge-pools-synthetic-dormant-records.csv
Records detected
287
Practice
Oakridge Outdoor Living
Analysis type
Custom pool project 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 custom pool project evidence
Requested a custom pool consultation
6
Detecting stall reasons
Project timing and financing concern, Site visit not scheduled, Proposal incomplete, Design scope uncertainty, Timing objection, No completed follow-up
7
Classifying pool project opportunities
Assigning recovery priority from observable evidence only.
8
Routing exceptions for human review
Holding records with pricing, financing, permission, or Pool Design Consultant needs.
9
Preparing recovery strategies
Creating review-ready strategy drafts.
Live transformation
Records processed
32
Duplicates excluded
0
Suppressed or opted-out
0
Eligible records
29
Reachable records
22
High-opportunity records
7
Human-review records
1
Strategies ready
1
Live evidence preview
Natalia Torres
Requested a custom pool consultation
Shared approximate backyard dimensions
Asked about project timing and financing
Proposal process never completed
Spanish preference
No scheduled site visit
Classification
High Pool project opportunity
Primary stall reason
Project timing and financing concern
Secondary stall reason
No scheduled site visit
Next system action
Prepare Pool Design Consultant handoff strategy
This is an explainable decision trace using observable synthetic fields, not hidden reasoning or clinical decision-making.