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Prior work

Analytics warehouse for property and hospitality data

Prior work · employer engagement (confidential)

Large property and hospitality datasets turned into fast, analyst-ready reporting.

A data warehouse that organises large property and hospitality datasets the way analysts think about them, with automated data loading and interactive reporting on top.

Prior work. A system our engineers delivered in an earlier or concurrent role. The client is confidential, and it isn't presented as a MAUK client project.

What it is
Data platform
Status
In production
Year
2025

Prior work · client confidential

Real estate & property

The client's system is not shown

The problem

What needed solving

Large property and hospitality datasets needed to be queried interactively by analysts, but the raw operational data was too big and too scattered for direct reporting.

The solution

What the team built

A warehouse designed around the questions analysts ask, fed automatically from the raw data and surfaced through interactive dashboards.

Core functionality

  • Data modelled around the questions analysts ask
  • Automated loading at large scale
  • Fast analytical queries
  • Interactive reporting dashboards

Business impact

What it achieved

  • Fast analytical queries on large datasets

    From the engineer's CV.

What sets it apart

Why it works

  1. 01

    Answers in seconds

    Queries that were impractical on raw data return quickly enough for interactive analysis.

  2. 02

    Built for the analyst

    Facts and dimensions sit exactly where analysts expect them, so reports are simple to build.

Services

Where this work fits

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