# Data Engineering | Data Pipelines & ETL – AvantIT

> Data pipelines and ETL/ELT integrations that consolidate multiple sources into reliable data for SMB analytics and decision-making.
Canonical: https://www.avantit.pt/en/services/data-ai/data-engineering/
Source: AvantIT — https://www.avantit.pt (Microsoft Solutions Partner, Matosinhos, Portugal)

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Data & AI 

# Robust Data Engineering

 

Build the foundation for your business intelligence. Reliable, scalable, and secure data pipelines.

 [Modernize Data](https://www.avantit.pt/en/contact/) 

## Quality Data, Quality Decisions

 

Before any AI or Analytics project, you need clean, organized, and accessible data. Data engineering is the invisible foundation of any data-driven company.

 

At Avantit, we specialize in building modern data architectures (Modern Data Stack) using the best tools in the Azure ecosystem, such as Data Factory, Databricks, and Synapse.

 
- Medallion Architecture (Bronze, Silver, Gold)
- Complex workflow orchestration
- Monitoring and failure alerts
- GDPR compliance 
![Azure Synapse Analytics and data engineering by AvantIT — ETL pipelines, data warehouse and data lake architecture]
 

## Engineering Services

 

### ETL/ELT Pipelines

 

Development of automated data flows to extract, transform, and load data from multiple sources.

 

### Data Lakes & Warehouses

 

Scalable storage architecture (Lakehouse) for structured and unstructured data.

 

### Real-time Processing

 

Ingestion and processing of data streams for immediate insights (Spark Streaming, Event Hubs).

 

### Data Governance

 

Implementation of data catalogs, lineage, and quality policies to ensure trust in information.

 

## Typical Projects

 
![Customer 360 View]
 

### Customer 360 View

 

Unification of data from CRM, ERP, website, and social media to create a single customer profile.

 
![Cloud Migration]
 

### Cloud Migration

 

Modernization of on-premise databases to Azure SQL or Synapse Analytics.

 
![IoT Analytics]
 

### IoT Analytics

 

Collection and processing of industrial sensor data for predictive maintenance.

 

## Are your data scattered?

 

Let's centralize and organize your information.

 [Talk to a Data Engineer](https://www.avantit.pt/en/contact/)