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Unified Metrics Platform Engineering

₹43,999.00 GST included

A single analytical data store where product, payment and marketing numbers reconcile, with tested models and documentation produced automatically from the code that defines them.

SKU: reference-unified-metrics-platform-engineering Category:

Description

01 / Overview

What this service delivers

Most disputes over reports are really disputes over what a word means, because each department builds its figures from a separate export. We set up a managed analytical database, ingest your sources on a fixed schedule and model them in code, so a definition like active customer is agreed once, versioned and protected by a test that fails as soon as the underlying data changes. The result supports your reporting now and gives any later AI initiative a trustworthy foundation to build on.

02 / Deliverables

What you receive 7 items

  1. 01A managed analytical database set up, with clearly defined access roles
  2. 02As many as five sources ingested on a timetable, covering your app database, payment provider and ad accounts
  3. 03Layered models for staging, intermediate logic and marts, built with a code-based transformation layer
  4. 04Tests for uniqueness, referential integrity and freshness on the tables that matter most
  5. 05An automatically generated documentation site mapping how each model depends on the others
  6. 06Runs every day, with failures alerted by email or in your team’s chat channel
  7. 07A handover session explaining how to add another model yourselves

03 / Fit

Who it suits, and what we need from you

Ideal for

  • Organisations where each report starts life in its own spreadsheet
  • Analysts who lose most of their week joining exports by hand
  • Companies heading into due diligence that need figures which reconcile

What we need from you

  • Read-only logins for each source system and platform account
  • One hour with the owner of each definition that is presently contested
  • A clear decision on where the data store will live and whose budget funds it

You share these through the technical brief in your dashboard after checkout.

04 / Outcomes

What changes for your team

  • 01

    One agreed number for each metric, defined in code and protected by tests

  • 02

    Problems upstream appear as a failing test rather than a complaint from a customer

  • 03

    Analysts spend their hours interpreting data instead of assembling it

This is a remote engineering service, so nothing is shipped physically. Work is delivered into systems you control. Read delivery & handover and refunds & cancellation for the full terms.

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