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AISTRAEN

04 · INTEGRATION

Complex systems integration

ERP, CRM, APIs, and legacy systems operating as one.

We connect systems that currently operate as islands: ERP, CRM, cloud platforms, and legacy applications. Consistent data flows under clear rules, without duplicate entry or competing versions of the truth.

WHEN IT APPLIES Systems integration

  • The same information is entered two or three times in different systems.
  • Sales and finance report different figures for the same operation.
  • The legacy system is critical, but no one is willing to touch it.
  • Existing integrations are fragile scripts that fail silently.

WHAT WE DO within Systems integration

01

Data map and contracts

We define which system owns each data point, how it is transformed, and which rules resolve conflicts.

02

Resilient integrations

Connectors with retries, queues, idempotency, and monitoring. An integration that fails should raise an alert, not disappear.

03

Legacy coexistence

Integration strategies that avoid a disruptive rewrite: API layers, controlled synchronization, and secure data extraction.

04

Flow observability

Traceability for every record across systems: what arrived, what left, what changed, and what failed.

NEXT STEP

The first step is not a contract. It is an assessment.

A working session focused on your real operations. You leave with an initial friction map and an honest recommendation — even if that recommendation is not to hire us.