Market Data Validation and Reconciliation System

Automated validation and reconciliation workflows for structured financial datasets, using Python and SQL on PostgreSQL, with root-cause analysis of data inconsistencies.

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Problem

Structured financial datasets have to be checked and reconciled, or inconsistencies reduce the reliability of everything built on them.

How it works

Validation and reconciliation flow. Select a step to read what happens there.

Financial datasets

Structured market and asset data.

Approach

Automated data validation, processing and reconciliation workflows written in Python and SQL, with structured debugging and root-cause analysis to find what causes data-quality and workflow problems.