// pillar 04 of 08

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Systems that talk and data you can trust.

APIs and application-to-application connections, plus data engineering and dashboards management can actually read.

// what it is

What it is.

Image to be defined — product or team in context

// context

The problems we usually find.

  1. Scattered data and numbers that do not match

    Store stock does not match the ERP, and the CRM customer is not the same as the one in billing.

  2. Integrations that fail silently

    A change on the vendor side interrupts the data flow, and the failure is noticed days later — usually by the customer.

  3. Reports built by hand

    Every analysis needs exports, spreadsheets and a dedicated person. When the question changes, it all starts again.

// scope

What we deliver.

Image to be defined — the work in detail

// frequently asked

About Integration & Data.

Can you work with an undocumented system?

That is the usual case. We observe real behaviour — data in, data out, edge cases — and produce the missing documentation before changing anything.

What if the current vendor will not cooperate?

We work with what is observable — database, files, existing interfaces — and isolate the system behind a layer of our own, reducing the dependency.

Which tool do the dashboards live in?

Whichever suits the team that will use them. What does not change is the source: a documented data model, so that two dashboards never give different answers.

// next step

Shall we talk about your case?

Thirty minutes on integration & data: you describe the problem and we tell you the path we recommend — including when that path is not us.

  • Diagnosis

    30 min. We identify the right pillar.

  • Priorities

    Explicit trade-offs · realistic phasing.

  • Proposal

    Scope, timeline, team and investment in writing.