BI

Motivation

BI matters because it gives teams a shared way to reason about practices and systems for turning organizational data into reports, dashboards, and decisions.

Where it fits

BI belongs to the data track and the Data Platforms layer. It is useful when teams need to connect design decisions to practical engineering work.

Mental model

Think of BI as a named pattern in the engineering map: it explains what problem is being solved, what boundaries are involved, and what tradeoffs appear when systems grow.

Common mistakes

• Treating the term as a buzzword instead of tying it to concrete behavior.
• Ignoring the operational, security, or product constraints around it.
• Learning the definition without knowing where it appears in real systems.