The data is there, the pipelines run, and still nobody on the business side can use it. What is missing is not technical: it is the business rules, the shared definitions and the semantic models that turn tables into indicators a department will stand behind.
Logistics and transportAerospace and defence
If two of these sentences get said in your organisation, the problem is no longer technical: it is organisational.
Not from the available tables. What decision has to be made, how often, and which figure it takes to make it. The model comes after.
A rule that only exists in a conversation gets reinterpreted six months later. Written and signed off, it becomes the reference for every team touching the domain.
A model where the names are the business's own and the calculations are already done. That is what lets someone in operations answer their own question without asking anyone.
A wrong indicator rarely comes from a calculation error: it comes from a field filled in badly on the ground. Measuring it is what gets it fixed.
Each line is a real engagement, with what was measured at the end. Where there is no figure, nothing was measured: we do not invent one.
The Traction domain running late: modelling reworked, business rules settled, and coordination restored between technical and business teams.
One global semantic model and three domain-specific ones delivered, 50 anomaly tickets cleared, and four to five data products in sight.
Engine maintenance history recovered out of Excel, and analysis reports built on the in-house workscoping tool.
Around thirty reports delivered, including ones that measure data-entry quality, and a cross-cutting view that did not exist before.
Supply chain performance indicators rebuilt on S/4HANA, with the calculated views and integration jobs behind them.
Around ten indicators made reliable, and recurring anomalies eliminated.
A living catalogue, classified data, and access rules that survive an audit.
See the subjectOne foundation for reporting, big data and models, with autonomous teams on top of it.
See the subjectReports nobody opens, an obsolete platform, and teams quietly going back to Excel.
See the subjectGo-live never fails because of the software: it fails because of the data poured into it.
See the subjectA regulatory alert engine running every day, and analysts working on cases, not noise.
See the subjectThirty minutes to lay out the subject and tell you frankly whether it is one for us. You leave with an opinion, whether you sign or not.
Book a slot30 minutes · no commitment