Which is better, real-time or batch?

It depends on the data type. Real-time for time-sensitive data (stock, orders, statuses); batch for high volumes where slight delay is acceptable (catalogues, reports). Best is combined.

Isn't real-time always better?

Not necessarily. Real-time consumes more resources and is more complex to operate. For bulk syncs or reconciliations, batch is more efficient and robust.

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Category: Tehnologie

Real-time vs batch syncing

Quick answer: The two ways of moving data between systems: instantly on each event, or grouped at scheduled intervals.

Key takeaways

Stock and availability (ATP) in the portal
Orders that must be processed immediately
Delivery statuses, notifications

The two paradigms

Data can move between systems in real time (each event immediately triggers a transfer) or in batch (data accumulates and is processed in groups, at intervals — e.g. hourly or overnight).

Real-time — when

Stock and availability (ATP) in the portal

Orders that must be processed immediately

Delivery statuses, notifications

Batch — when

Bulk syncs (catalogues, prices, master data)

Reports and financial reconciliations

High volumes where delay is acceptable

The trade-off

Real-time gives freshness but consumes more resources and is more error-sensitive. Batch is efficient and robust but introduces latency. Mature systems combine both, by data type.

How Azuvio helps

Azuvio supports real-time flows (webhooks, API) for time-sensitive data and scheduled batch flows for high volumes, choosing the right mode per data type — freshness where it counts, efficiency where it's enough.

Frequently asked

Which is better, real-time or batch?: It depends on the data type. Real-time for time-sensitive data (stock, orders, statuses); batch for high volumes where slight delay is acceptable (catalogues, reports). Best is combined.
Isn't real-time always better?: Not necessarily. Real-time consumes more resources and is more complex to operate. For bulk syncs or reconciliations, batch is more efficient and robust.

Where Azuvio fits

Related terms

REST API — The standard HTTP integration interface for data exchange between systems.
Webhook — HTTP push notification sent automatically on event — the opposite of „polling”.
iPaaS (Integration Platform as a Service) — A cloud platform that connects applications and data via connectors, flows and transformations managed centrally.
Integration middleware — The intermediate software layer that connects systems and translates data between them, decoupling them from each other.

Last updated: 2026-07-06