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AI-Integrated Mapping Studio UNIFIED

AI mode:
Templates:
AI Config

Integration Wizard Mode

Mapping: →

AI Studio Migration Notice

The AI Studio is being consolidated into the enhanced Field Mapping Editor. All Studio features are now available in the improved interface with better performance.

Switch to Enhanced Editor

āŒØļø Keyboard Shortcuts

Navigate to Workflow Alt + 1
Navigate to AI Analysis Alt + 2
Navigate to Field Management Alt + 3
Navigate to Settings Alt + 4
Accept Suggestion Enter
Reject Suggestion Delete
Generate AI Suggestions Ctrl + G
Save Mappings Ctrl + S
Show this help ?

Advanced Field Mapping Editor

Embedded workspace with full editor controls

Edit Mapping

AI Mapping Studio Workflow

Follow these steps to create intelligent field mappings

Step of 5 -
Ready to proceed

Step-by-Step Guide

Setup & Configuration

Record type:

šŸ“¤ Source System

Drag & drop your file here

Supports CSV, JSON files up to 10MB

Drop your file here!

Release to upload

Processing file...

Upload Failed

Supported formats: CSV, JSON

Max file size: 10MB | Max records: 50,000

šŸ“„ Target System

Drag & drop your file here

Supports CSV, JSON files up to 10MB

Processing target data...

Upload Failed

Using built-in schema for

šŸ“Š Data Analysis Results

Source:

Field Type Sample Null%
+ more fields

Target:

Field Type Sample Required
+ more fields
Paste sample data to improve mapping accuracy

AI Mapping Suggestions

Avg confidence:

Accepted Field Mappings

Source Field Target Field Transformation Required Actions

Validation Results

Save Mapping Configuration

Available Templates

Quick Actions

Run analysis and manage the studio without leaving this step.

Current Step
Accepted Mappings
Templates Ready
Avg Confidence

Mapping Statistics

AI Suggestions Generated:
Acceptance Rate:
Accuracy Rate:
Time Saved:

Schema Preview

Source ()

... and more fields

Target ()

... and more fields

šŸ¤– AI Mapping Center

Advanced AI-powered field mapping with confidence scoring and intelligent suggestions

Data Quality Analysis

Overall Score

Completeness

Accuracy

Data Quality Issues

Field-Level Quality

Field Completeness Validity Consistency Score

Data Profiling Summary

Total Records

Total Fields

Duplicates

Null Values

No Quality Analysis Available

Upload data and run quality analysis to see detailed metrics

AI Analysis Results

No AI Analysis Available

Configure your systems and run AI analysis to get intelligent mapping suggestions

AI Configuration

Demo Mode

šŸ“‹ Template Manager Has Moved

Template management is now available in the unified Template Library

šŸŽØ Visual Drag & Drop Mapper

Visually map fields by dragging connections between source and target systems

Total Mappings

Validated

AI Generated

Needs Review

Interactive Mapping Canvas

Source:

Upload source data or select a system to see fields

Target:

Select a target system to see available fields

Active Field Mappings

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šŸ” DEBUG: Always Visible Test

This section should always be visible regardless of Alpine.js state.

Current Alpine status: Unknown

Current view: Unknown

Enterprise Field Mapping Editor

Professional field mapping with advanced transformation rules, validation, and data preview

mappings configured

No Field Mappings Configured

Create your first professional field mapping with advanced transformation capabilities

Data Transformation Preview

Source Data Sample


              

Transformed Output


              

āš™ļø AI Configuration

Configure AI providers and machine learning settings for intelligent mapping

AI Provider Configuration

Advanced AI Settings

0.1 (Low) 1.0 (High)

šŸ”„ Integration Wizard Sync

Export mappings to Integration Wizard or save to backend database

Export Data

Save to Backend

accepted field mappings ready to save

Templates

templates available for saving

Import Data

Integration Wizard

Import data from Integration Wizard (if launched from there)

Backend Database

Load previously saved mappings from database

Operation Status

Alternative Mappings

Source Field:

Current Target:

Confidence:

Available Alternatives: