🧠 Analysis Center
Batch field-mapping analysis with confidence scoring. Suggestions on this tab are rule-based pre-matches generated locally — no live AI provider is called.
AI Analysis vs AI Assistant - What's the difference?
🤖 AI Analysis Tab (This Tab)
- • Full-screen analysis with detailed view
- • Batch processing of all field suggestions
- • Advanced configuration and detailed results
- • Professional review interface for large projects
🤖 AI Assistant Panel (Right Sidebar)
- • Side-by-side suggestions while mapping
- • Quick apply individual suggestions
- • Real-time help as you work
- • Instant access without leaving mapping view
💡 Use AI Analysis for comprehensive review, AI Assistant for quick suggestions while mapping!
Analysis Results Rule-based pre-match
No Data Loaded
AI Analysis requires both source and target fields to generate intelligent mapping suggestions.
How to Load Data:
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1
Select Systems: Go to Field Mapping tab, choose source and target systems from dropdowns
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2
Upload CSV Files: Use "Upload Source CSV" and "Upload Target CSV" buttons
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3
Use Demo Data: Toggle "Use Demo Data" switch at the top of the page for sample fields
Ready for AI Analysis
Click "Run AI Analysis" above to generate intelligent mapping suggestions with confidence scoring
📚 Unified Template Library
Browse and apply professional field mapping templates from the unified library
Available Templates
No Templates Found
Load templates from the unified library
🗺️ Visual Mapping Preview
Concept view for future drag-and-drop visualization of source-to-target mappings
Visual Mapping Preview
The live demo focuses on the complete mapping workflow in the main Field Mapping tab.
This preview area is intentionally kept out of the presentation navigation.
Field Mapping Configuration
Setup
Cardinality preflight
Check record-grain hazards before activation. Samples are analyzed transiently and are never displayed here.
Sample profiling is disabled until a parent key and a target key are both selected — a parent key is never inferred automatically. Structural checks still run without samples.
NetSuite Serialized Asset profile
Recommended: .
NetSuite inventorynumber records map one-to-one to Salesforce Asset records.
This recommends the profile only — field selection and activation always stay manual.
Credential VALUES are never entered here — only the managed systemId reference a platform admin already registered for this tenant.
Blockers are not overrideable from this screen — resolve the underlying issue (e.g. register managed credentials for this tenant) and re-check readiness.
Load Data
Live Mapping Status
Mapping Canvas
Source Fields
Target Fields
AI Review Queue
Accept applies the suggested mapping; Reject dismisses the suggestion. Accepting a live AI suggestion is recorded to the audit endpoint before the mapping is applied. Run Local Analysis generates rule-based pre-matches locally; Suggest All (header) requests live AI suggestions.
Accept high-confidence pending suggestions?
Reviewed This Session
Source field browser
Load Source Fields
fields
Target field browser
Load Target Fields
fields
Current Field Mappings
| Source Field | Target Field | Transformation | Status | Actions |
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No field mappings configured Drag and drop fields or use AI suggestions to create mappings |
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Custom Fields Needed
Fields that require custom field creation in target ERP
Analyzes fields that have no suitable equivalent in target system Currently showing unmappable fields. Click to re-analyze.
Analyzing fields...
Running multi-factor detection
Best attempt: (% confidence)
All fields mappable!
No custom fields needed for this mapping