Improve and optimize

Bespoke recipe

Integrations and data flows

We connect services through APIs and webhooks so data moves automatically and errors do not disappear silently.

What we solve

For companies that enter the same information several times or move files between systems. We define the source of truth, transformation rules, and what happens when a service is unavailable.

What you get

Agreed data flows automatically, each operation can be traced, failures are visible, and safe reprocessing is available.

What is included

  • A map of systems and data owners
  • Data formats and synchronization rules
  • APIs, webhooks, queues, or batch exchange
  • Logging and error handling
  • Monitoring, documentation, and test scenarios

How we work

  1. Review documentation and real data.
  2. Define the source of truth and conflict rules.
  3. Build the integration in a test environment.
  4. Roll out in stages and monitor exchange quality.

Optional additions

  • Data cleaning and normalization
  • Historical migration
  • An integration-status dashboard
  • Fallbacks during outages

Important considerations

Reliability depends on the APIs and rate limits of external systems. Provider changes, secret storage, and responsibility for source data are accounted for in the architecture.