Data Systems
Market Watch Data Pipeline
A lawful market-data collection, cleaning and reporting system.
BWSoft · digital product studio
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Approved public sources feed a validation pipeline that normalises records, removes duplicates and generates scheduled exports.
The problem
Manual collection produced duplicate records and inconsistent field formats.
Our solution
The pipeline separated collection, validation, deduplication and delivery with visible logs.
Outcome
Reliable recurring datasets and fewer quality issues.