Analytics & Machine Learning
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Analytics & Machine Learning
OB-DAT-101
Central Data Warehouse
A single analytics warehouse where product, payment and marketing numbers finally match, built with tested models and auto-generated documentation.
- Timeline
- 25 working days
- Deliverables
- 7 listed
- Fixed price
- ₹43,999
What this service delivers
Most reporting disputes are really disputes about definitions, because every department counts customers using its own export. We set up a managed warehouse, load your data sources on a schedule and model them with a transformation tool. A definition like "active customer" is written once, kept in version control and protected by a test that fails if the underlying data changes. The result supports today's reporting and gives any later AI or machine learning work a reliable base.
Deliverables 7 items
What you receive
- Managed warehouse set up with access roles
- Up to five data sources loaded on a schedule, such as your app database, payment gateway and ad accounts
- Layered data models, from raw staging through to reporting tables
- Tests for uniqueness, relationships and data freshness on key tables
- Auto-generated documentation site showing how models depend on each other
- Daily scheduled runs with failure alerts by email or team chat
- Handover on how to add new models yourselves
How the work runs, in 4 steps
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Step 1: Definitions
We collect the metrics that matter and agree how each is calculated
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Step 2: Ingestion
Each source is connected and loaded on a schedule
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Step 3: Modelling
Tables are built, tested and documented layer by layer
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Step 4: Handover
Your team adds a model with us so the workflow is understood
Who it suits, and what we need from you
Ideal for
- Companies where each report comes from a different spreadsheet
- Analysts who spend most of their week combining exports
- Businesses preparing for due diligence and needing consistent numbers
What we need from you
- Read-only logins for every source database and platform
- An hour with the owner of each disputed definition
- A decision on where the warehouse will be hosted and who pays for it
You share these through the brief in your account after checkout.
What changes for your team
-
01
One agreed number for each metric, defined in code and tested
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02
Problems in source data appear as failing tests, not customer complaints
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03
Analysts spend their time analysing instead of assembling data
Questions about this service
We start with the five that matter most. Additional sources can be added afterwards using the same pattern.
Not to begin with, but most teams add one. The warehouse works with any mainstream reporting tool.
This is a remote technology service, so nothing is shipped physically. Work is delivered into systems you control. Read delivery and handover and refunds and cancellation for the full terms.