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From ACID to Sagas- Strong Inside, Coordinated Outside -Distributed Transactions in Banking

By Sudha Subramaniam · Published February 27, 2026 · 1 min read · Source: Level Up Coding
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From ACID to Sagas- Strong Inside, Coordinated Outside -Distributed Transactions in Banking

Strong Internal Consistency, External Coordination: Distributed Finance Explained

Sudha SubramaniamSudha Subramaniam5 min read·Just now

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Two accounts. One database. One local transaction.

Debit one row. Credit another row. If anything fails — rollback.

Life is predictable.

Inside a single system, atomic transactions give you safety. The database guarantees consistency. Either both operations succeed, or neither does.

But then reality changes the boundaries.

Account A is in Bank A.
Account B is in Bank B.

Different databases. Different infrastructure. Different data centers. Different companies.

There is no shared transaction manager. There is no global lock. There is no magical distributed @Transactional.

This is where distributed systems begin — and where simple single-database assumptions no longer apply.

What This Story Will Cover

In this article, we’ll walk through how distributed transactions actually work in modern banking systems.

Specifically, we’ll explore:

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