Distributed sources do not automatically create a reliable product
Data product & revenue infrastructureLive in production
International Data & Commerce Platform
An international data product that turns external market data into a sellable digital product and makes the complete journey from acquisition to payment measurable.
- Scope
- End-to-end data, commerce and conversion platform
- Timeline
- Phased product programme in production
- Status
- Live in production
What we built
From international source to delivered digital product
We built one production platform for automated data acquisition, normalisation, matching, transactions, digital fulfilment and first-party measurement. The system controls source quality and cost, generates the purchased product and measures experiments through to paid conversion.
03 / SYSTEM ARCHITECTURE
Three systems. One commercial chain.
International Data Engine
Collects data from multiple international markets and sources, normalises different structures and controls matching, freshness and provenance.
Transaction & Fulfilment Core
Processes payments and product states, combines sources, controls costly requests and delivers every digital product reproducibly.
Conversion & Revenue System
Connects first-party identity, funnel behaviour, experiment variants, advertising spend and paid transactions in one commercial dataset.
04 / USE CASES
For digital products where data, transactions and revenue come together.
Digital data products
For companies that turn external source data into a paid report, dossier, subscription or another digital product.
Marketplaces and comparison services
For platforms that need to collect, match and reliably present data from multiple markets.
International data operations
For teams controlling source cost, freshness, retries, fulfilment and commercial performance across countries.
05 / DELIVERABLES
Deliverables
International data acquisition
Automated source processes across markets, including schedules, retries, monitoring and controlled fallbacks.
Normalisation and matching
One data model for source records, history, images, deduplication and reliable object matching.
Commerce backend
Transaction states, payment, caching, locks, storage and digital fulfilment in one manageable core.
Product generation
Source data is combined into a reproducible digital product that can be reopened without unnecessary source costs.
First-party conversion measurement
Clicks, funnel steps, checkout, payment and revenue remain connected through stable identifiers.
Experiments and revenue intelligence
A/B assignment, channel data and commercial outcomes are evaluated on paid conversion instead of clicks alone.
06 / PROCESS
From challenge to working product
- 01
Source landscape
International sources, data quality, frequency and cost were translated into one controlled acquisition layer.
- 02
Product core
Normalisation, matching, transactions, generation, storage and fulfilment were built as one backend.
- 03
Revenue layer
First-party tracking, checkout attribution, paid-media data and experimentation were connected to the same commercial chain.
- 04
Production operations
Monitoring, fallbacks, caching, recovery paths and safe releases keep the system controllable as it grows.
07 / GUIDES
The growth questions this system addresses
Need to build something that has to perform commercially?