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Analytics Data Warehouse

One warehouse where your app, payments and ads data agree, with transformation models that are tested and documented.

Price incl. GST
₹39,999
Timeline
25 working days
Deliverables
7 listed below

Overview

About this service

Reporting arguments are usually definition arguments. Marketing counts a customer one way, finance another, and both are working from a different export. We build a warehouse on your chosen database or warehouse, load your sources on a schedule, and model them in the transformation layer so a term like active customer is defined once, in version control, with a test that fails loudly when the data breaks. Documentation is generated from the models themselves, which means it stays current instead of rotting in a shared drive.

Deliverables

What you receive

7 items
  1. 01 Warehouse provisioned on your chosen database or warehouse with access roles
  2. 02 Ingestion from up to five sources, such as your app database, the payment gateway and ad platforms
  3. 03 Staging, intermediate and mart layers built as the transformation layer models
  4. 04 Data tests for uniqueness, referential integrity and freshness on key tables
  5. 05 Generated documentation site with model lineage
  6. 06 Daily scheduled runs with failure alerts to email or your team chat
  7. 07 Handover session covering how to add a model

Benefits

Why it is worth doing

  • One number per metric, defined in code and testable

  • Broken upstream data is caught by a failing test, not by a customer

  • Analysts spend their time analysing instead of copying

Process

How the work is carried out

  1. 1

    Interview

    We collect the questions the business keeps failing to answer

  2. 2

    Model

    Sources are mapped and the mart layer is designed around those questions

  3. 3

    Build

    Ingestion, the transformation layer models and tests are implemented and backfilled

  4. 4

    Handover

    Walkthrough, documentation and two weeks of question answering

Best suited to

  • Companies where every report comes from a different spreadsheet
  • Teams whose analyst spends most of the week joining exports by hand
  • Businesses preparing for due diligence and needing consistent numbers

What we need from you

  • Read access to source databases and platform accounts
  • An hour each with the people who own the definitions that differ
  • A decision on where the warehouse lives and who pays for it

You can share these from your order page after checkout. The timeline starts once they are received.

FAQ

Questions about this service

Below a few hundred million rows the database is usually cheaper and simpler. We will size it with you before committing.

That is normal and it is handled in the staging layer. Where the mess is unfixable we document it rather than hiding it.

No. the reporting tool Reporting Setup covers the dashboard layer and is designed to sit on top of this.

Have a question before you order?

Tell us about your project and we will confirm whether this service fits, or suggest a better option.

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This is a professional service delivered remotely; nothing is physically shipped. See the Delivery Policy and Refunds & Cancellation for how delivery, delays and refunds are handled.

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