Data engineering with SQL, Python and Microsoft Fabric

We organize your company's data in one place, with automated loads, quality tests and history. One number for every department, up to date and auditable, ready for BI and AI.

  • 30 minutes, no commitment
  • Prototype before the contract
  • You pick the day and time
Data pipelineLast load 06:00 · next 06:15
running
ERPSAP HANA
CRMSalesforce
FilesSpreadsheets
BronzeRaw2.4M rows
SilverCleansed1.9M rows
GoldModel48 tables
ConsumptionPower BI5 apps
06:00:14 · SAP HANA incremental loadok 2m41s
06:03:02 · quality tests (128 rules)ok
06:04:10 · semantic model refreshok 9m
Illustrative example
Data quality128 rules tested today
100%▲ 0 failures
runs · today3,144
  1. SQLSAP HANA load → silver layerok
  2. FABRICsemantic model refreshok
  3. SQLCRM × ERP dedupe · 1,104ok

What you get.

  • Pipelines in bronze, silver and gold layers
  • Data warehouse and lakehouse on Microsoft Fabric, Azure or SQL Server
  • Incremental loads from ERP, CRM, phone systems and spreadsheets
  • Quality tests and alerts when data deviates from the norm
  • Cloud capacity that scales and pauses on its own
  • Data documentation and catalog

Tools

SQLPythonMicrosoft FabricAzureSAP HANASQL ServerPostgreSQL

Organized data feeding the dashboards in your portal.

Dashboards, reports, records and automations live in a portal fully customized for your company: Microsoft or Google sign-in, a home page with each person's reports, favorites, languages and access levels. AI helps apply business rules and access, and data arrives integrated from every system.

Your dashboards in
In your brand

Click on everything: reports, favorites, roles, filters, language, dark mode, questions for the AI and integrations. Illustrative data.

We hand it over, or we run it all.

We build it and hand it over

We build the BI, the automation or the system in your company's Power BI, Fabric or Azure, with agreed support while your team takes over.

Your team keeps: the model, the code and the documentation.

We put it in a portal and run everything

Your dashboards in a portal with sign-in, roles and your brand, in Power BI or HTML. We run the day-to-day.

Wolkee keeps: access, refreshes, fixes and ongoing improvements.

Questions about data engineering.

Have another question? Send it through the form below.

What is a bronze, silver and gold layered architecture?

It's a way of organizing data by stage: the bronze layer stores raw data as it came from the source system, silver cleans and standardizes it, and gold delivers tables ready for BI and AI. This provides traceability and makes problems easier to fix.

Do we need to migrate to Microsoft Fabric?

Not necessarily. We assess what your company already has. Fabric makes sense when there are many sources, growing volume and a need to scale and pause capacity; in other cases, SQL Server or PostgreSQL do the job well.

How do you ensure data quality?

With automated tests on every load, such as row counts, duplicate keys and out-of-range values, plus alerts to the team in charge. Problems show up before they reach the dashboard.

Tell us what you need to build.

In 30 minutes we understand your situation and show you the shortest path to results. You leave the call with a clear next step.

  • Free assessment, no commitment
  • A working prototype before the contract
  • You pick the day and time
Phone+55 (11) 4858-2457 · Mon–Fri, 9 am–6 pm (BRT)

Book your free assessment

30 minutes, no commitment. Tick what you want to solve and pick an open time.

What do you want to solve? (one or more)
Pick a day and time

Brasília time (GMT-3). The invitation with the Google Meet link goes to your email.

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