ExcelMerger AGI | Intelligent Data Fusion

DATA INGESTION

AI-Powered Auto-Detection

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UPLOAD DATASET A

Awaiting data...

UPLOAD DATASET B

INTELLIGENT PATTERN ANALYSIS

Upload files and click "Initiate AI Scan" to detect optimal join keys

AI CONFIGURATION

MATCHING ALGORITHMS

Levenshtein Edit distance

Jaro-Winkler Similarity score

Cosine Similarity Vector space

Phonetic Sound matching

INTELLIGENCE SETTINGS

Confidence Threshold 85%

Semantic Sensitivity 75%

Pattern Aggressiveness 60%

KEY SELECTION

AI will suggest optimal keys after analysis

Source A Key

Source B Key

ADVANCED ANALYSIS

LIVE DATA FLOW

DATA QUALITY

Completeness

Consistency

Uniqueness

PATTERN RECOGNITION

AI MATCH PREVIEW

AI match results will appear here

EXPORT CONFIGURATION

Excel

CSV

JSON

SQL

0 cols

0 rows

NEURAL MATCHING PROCESS

0 neurons active 0 iterations

DATA FUSION ASSISTANT

Hello! I'm your AI Data Fusion Assistant. I can help you:

Auto-detect optimal join keys
Analyze data patterns and quality
Suggest matching algorithms
Explain merge results

Upload your Excel files to get started!