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Writing on data & automation
Field notes from building reconciliation pipelines, data-quality systems and BI layers.
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Automating Financial Reconciliation with n8n and Python
How I replaced one-off scripts with a reusable pipeline layer
A walkthrough of the architecture behind a reconciliation automation layer that cut manual processing time by 35% across 40 enterprise clients.
24 August 2026 · 5 min read
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