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Integrations that scale

What separates an integration that survives growth: how data travels, what happens when something fails, and where to start.

The invisible cost of copy and paste

Almost every company has someone moving information between systems by hand: from the form to the CRM, from the CRM to invoicing, from invoicing to the manager’s spreadsheet. Nobody books it as a cost because it is scattered across loose minutes throughout the day.

The problem is not only the time. Every manual copy is an opportunity for error, and transcription errors surface late: when the customer complains, or when the monthly report does not reconcile.

What makes an integration hold up

A well-built integration is not just data travelling from A to B. It is data that travels, can be verified, and raises a flag when it did not arrive. Most improvised integrations manage the first part and neither of the other two.

Three decisions determine whether it survives growth:

→ Which system is the source of truth for each piece of data, unambiguously

→ What happens when the same event arrives twice

→ Who finds out, and how, when the connection fails

Real time or every so often

Not everything needs to be immediate. A webhook — the source system announcing an event as it happens — is right for a new order or an approved payment. A scheduled sync every fifteen minutes is more than enough for updating inventory or consolidating reports.

Defaulting to real time usually adds complexity and failure points with no real benefit. It is worth asking, field by field, how much delay is genuinely tolerable.

The case almost nobody designs for

The question separating a professional integration from a script is simple: what happens when the other system does not answer? Without an answer, data disappears quietly and the problem surfaces weeks later, when reconstructing what went missing is already hard.

The reasonable minimum is retrying with increasing backoff, storing what could not be delivered, and alerting a person if the failure persists. It is not sophisticated; it is the difference between an integration you can leave running and one you have to watch.

Where to start

Start with the connection someone makes by hand every day, not the most ambitious one. Connect two systems, leave it running for a month, and only then add the third.

Architectures that connect everything to everything from day one are the ones nobody later dares to touch.

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