Free diagnostic On your own data Nothing to install

Consulting and diagnostics

Before proposing a solution, we measure your data.

Our data consulting starts with a free diagnostic: we run an analysis on a real sample of your material, supplier and customer data and show you, in numbers, how much of it is duplicated, incomplete or inconsistent. You receive the full picture and our recommended next steps, with no commitment.

160 clients trust us

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Integrations

SAP ECC SAP S/4HANA SAP Ariba Oracle TOTVS Microsoft Dynamics Salesforce ServiceNow WMS and TMS Data lake and BI API REST IDoc, BAPI and file and other systems on demand
See architecture and integration →

The starting point

Everyone suspects the data is bad. Almost no one knows how big the problem is.

Without numbers, the discussion stays at guesswork and the project never leaves the committee. With numbers, the conversation changes: it becomes a matter of priority, scope and return.

How many items are duplicated?

Without similarity matching, duplicates don't show up as duplicates: they show up as repeat purchases and idle inventory.

How many records are irregular?

Inactive business registration, unfit registration and expired certificates in the active base become silent tax risk.

How long does a record take today?

Without a measured SLA, no one knows whether the bottleneck is volume, rules or approval.

What will the ERP project find?

Migration and rollout reveal the state of your data at the worst possible moment: mid-schedule.

Get the free diagnosis See data cleansing →

The diagnosis answers all four questions with data from your own base, not with market estimates.

How it works

Four steps, a few days, no installation.

Step 01

Initial conversation

We map the scenario, the systems involved and which domain hurts most today.

Step 02

Data sample

You send a sample as a spreadsheet or extraction. Nothing is installed in your environment.

Step 03

Analysis

Duplication, completeness and compliance measured, with checks against official sources and ADAM support.

Step 04

Presentation

A session with your team: numbers, causes and recommended next steps, with an estimated gain.

Request the free diagnostic How AI takes part in the analysis →

All material is handled under a confidentiality agreement and an ISMS certified to ISO/IEC 27001.

What you receive

A snapshot you can take to the committee.

Duplication rate

How many duplicate records exist in the sample, with real examples of duplicate groups.

Completeness by attribute

Which critical fields are empty or non-standard, attribute by attribute.

Registration compliance

Business and individual registration status, state tax registration, certificates and sanctions checked against public sources.

Description quality

How many items do not follow the descriptive standard and the effect of that on search and purchasing.

Estimated gain

What changes in risk, time and cost when each front is addressed, in order of priority.

Recommended path

Which service solves what: data cleansing, platform, assisted operation or model design.

Get this snapshot of my data See the data domains →

The material stays with your company, whether or not you hire us.

Consulting

After the diagnosis, the path becomes clear.

Every scenario calls for a different service. Our consulting helps you choose, size and sequence — in waves, with visible gains at each stage.

Dirty, non-standardized data

Data cleansing: deduplication, standardization, validation and enrichment. See service →

Master data with no rules or queue

MDM platform with workflow, approval levels and ERP integration. See platform →

Overloaded internal team

Data as a Service: we run your master data with an agreed SLA. See service →

ERP project on the horizon

Data migration and rollout, with data cleansed before loading. See service →

Next step

When the problem is the model, the path is MDM Engineering.

If the diagnosis shows that your data gets dirty again because there is no policy, no defined role and no indicator being tracked, cleaning it up once more will not solve it. MDM Engineering designs your company's data operating model: processes, RACI, KPIs, Registration Center and roadmap.

From diagnosis to assessment. The snapshot of your data is the input for the Maturity Map, the first stage of MDM Engineering — nothing is redone from scratch.

Master Data Management policy and strategy written and approved.

Data owner and data steward roles defined in a RACI matrix.

Registration Center model, with SLA and resource sizing.

Roadmap in waves, with an indicator and estimated gain per stage.

Contact

Start with the diagnostic. It is free and with no commitment.

We run the diagnostic on a sample of your base and deliver a picture of what is duplicated, incomplete or irregular, along with recommended next steps. The free diagnostic is offered at our discretion, subject to assessment of applicability and availability, and may be discontinued without prior notice.

+55 11 4113-2510 atendimento@4mdg.com.br

Av. Queiroz Filho, 1700, Torre E, Conjuntos 715 a 718
Vila Leopoldina, São Paulo, SP, 05319-000

Your data is processed in accordance with the LGPD.

Common questions

Questions about the diagnostic