What are common mistakes with Real-time processing?

Making everything real-time when hourly would do. No buffering for spikes.

Architecture

Intermediate

Real-time processing

Executing automation logic within milliseconds or seconds of an event occurring. Contrast with batch processing (hourly or daily). Real-time processing powers instant notifications, immediate CRM updates, and live dashboard refreshes.

Expert insight

True real-time processing (sub-second reaction to an event) requires an architecture built for it from the start, streaming or event-driven, not a scheduled batch job run more frequently. Calling a workflow that polls every 60 seconds "real-time" sets an expectation the architecture can't actually meet.

In a real workflow

A fraud check runs on each order within seconds of payment.

Common mistakes

Making everything real-time when hourly would do.
No buffering for spikes.

Complexity level

Intermediate

Requires some familiarity with automation concepts.

Related terms

Event-driven automation

An automation triggered by a real-time event rather than a schedule. A new email…

Webhook

A real-time HTTP notification sent from one app to another when an event occurs.…

Latency

The time between a trigger firing and an automation completing. Production workf…

Quick facts

Category Architecture

Level

Intermediate

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