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May 14, 2026 · Maya Chen

From batches to streams: the new shape of payment data

Why we rebuilt our settlement engine around event streams — and what it unlocks for finance teams.

For a decade, payments have moved in batches: a CSV at 3am, a reconciliation at 9, a refund at noon. The world that finance teams operate in is now realtime — fraud rules, treasury policies, customer expectations. The mismatch is expensive.

We rebuilt Deshi Pay's core around an event stream so that every state change — a card auth, a refund, a chargeback — lands in your warehouse within a second. The result isn't just faster dashboards. It changes which questions you can answer.

Ready to ship payments your team will actually trust?

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