Comparable records with unresolved data clearly identified.
We standardise fields, units, categories and descriptions from authorised sources. Products are linked using available identifiers, and duplicates and discrepancies checked. Each value retains provenance; fields without evidence are flagged for review.
What we deliver
Record model with shared attributes, units and categories
Normalised catalogue with provenance and discrepancy review
Exports or synchronisation with agreed systems
When it fits
You receive multiple supplier catalogues or records have incomplete data and varying formats.
What we need to get started
Source feeds or records, identifiers and the destination catalogue schema.
How we evaluate results
Records with required fields complete
Duplicates and discrepancies
Updates accepted after review
Practical applications
From a problem to a practical application.
Illustrative scenarios to explain the service. We define the final application with you using your data and working practices.
01
Unify suppliers
Suppliers send records with different fields and units. The process maps them to a shared schema, links identifiers and separates potential duplicates for checking.
02
Complete product records
A record lacks attributes. Authorised sources supply data with provenance and a proposed update; values that cannot be verified remain pending.
Project objective
More consistent catalogues that are easier to search and compare.
How we work
Start with a defined scope. Expand with results.
We agree on the process, who reviews the work and how to measure the initial phase. We then integrate the solution and define ongoing monitoring.
01
Understand the work
Explore the process with your team: tasks, available information, tools and bottlenecks.
02
Test your cases
Use representative examples to assess usefulness, quality and effort before expanding the solution.
03
Connect and deliver
Integrate the workflow, configure access and document how to use it and review its results.
04
Measure and improve
Compare results with agreed criteria and prioritise adjustments based on usage, incidents and cost.
Connected services
A solution connected to your operations.
We can combine these ecosystem capabilities according to the agreed scope and the tools you already use.
