The duplication problem
When sales, administration and operations work on different copies, errors become hard to assign. A customer can have different names, conditions or statuses in systems that should describe the same reality.
List the entities, owners and state-changing events before integrating. Technology also synchronises ambiguity when this agreement is missing.
Define the system of record
For each fact, assign an owner: CRM may own opportunities and activities; ERP may own orders, invoices and availability. Other systems receive what they need, in the required format and timing.
A system does not need to know everything. Reducing exchange surface makes integration clearer and limits conflicts.
- data owner and change responsibility
- shared identifiers and alignment rules
- events that trigger synchronisation
- conflict and missing-data handling
- error monitoring and reconciliation
APIs, events and imports
APIs help with point operations and current queries; events notify a change without constant polling. Scheduled imports can work where immediacy is not required.
The choice depends on frequency, reliability and existing constraints. A complex integration platform is not always needed, but an explicit strategy always is.
When something goes wrong
Reliable integration does not assume every message arrives or every data item is valid. It provides retries, idempotency, exception queues, alerts and reconciliation procedures.
Monitoring should show not only that a connection is active, but which records are late, rejected or inconsistent.
How MightyPixel approaches it
MightyPixel starts with process and accountability boundaries, then defines flows, data contracts and error modes. The goal is to remove repeated entry without creating an unmaintainable dependency network.
A good integration records its decisions and can evolve as ERP, CRM or business processes change.
In summary
A technical decision is useful when it clarifies the next step, the risks and how to verify the result. The most complex technology is not necessarily the right one; the choice should fit the process and its evolution.
Explore: Process automationFrequently asked questions
Which system should be the source of truth?
It depends on the fact: ownership should sit with the system closest to the process that creates and governs it.
API or scheduled import?
Use APIs for interaction or frequent updates; an import may be enough for less urgent, simpler flows.
How are inconsistent records handled?
With shared identifiers, reconciliation rules, exception queues, logging and clear responsibility for correcting the source.
