A clear database. Reliable decisions. Measurable performance.

In a multi-site or multi-system environment, it is common for data to be scattered, inconsistent or interpreted differently from one establishment to another. Result: reports that are difficult to compare, biased analyses and a loss of confidence in indicators.

At PME Guru, we help you standardize, structure and secure your data so that it becomes a real lever of performance for your company.

Why standardize your data?

Obtain comparable indicators between branches, departments or regions
Reduce errors and divergent interpretations
Create a single, clear and centralized data structure
Promote a shared reading of performance for all departments and at all management levels
Prepare your data for business intelligence, automation or artificial intelligence projects

What we concretely do

Data cleaning and structuring

Elimination of duplicates, inconsistencies and incomplete entries
Grouping of categories, product families, services or clients

Standardization of labels and units

Harmonization of item names, product codes, departments, etc.
Standardization of formats (dates, amounts, units of measurement…)

Definition of a uniform data model

Creation of a data dictionary specific to your company
Alignment of KPI definitions across all sites (e.g.: net margin, closing rate, average invoice value)

Centralization and governance

Establishment of shared data management rules
Control of access and modifications
Continuous and monitored updating of data integrity

Results obtained

Reliable and exportable reports

Better internal communication based on clear and coherent indicators

A unified reading of performance, regardless of the site or role

A solid foundation for future projects (Power BI, automation, AI, etc.)

Contact us to discuss your challenges related to data quality, consistency or consolidation.

Data standardization