All Services

Data Engineering

Enterprise data pipelines that process billions of records with 99.9% accuracy

Overview

12+ years of building enterprise data platforms for companies like Anglian Water, Carl Zeiss, E.ON, and Volkswagen. We specialise in medallion architectures (Landing → Curated → Serving), Delta Lakehouse implementations, and real-time streaming pipelines that process terabytes daily.

Key Benefits

Medallion architecture (Bronze/Silver/Gold) for data quality

Process billions of JSON/CSV files with ACID compliance

40% query performance improvements through optimization

€120K+ annual cloud cost savings through architecture design

Real-time streaming with 99% processing guarantee

Automated data quality monitoring and alerting

Our process

01

Data Audit

Map all data sources, assess quality, identify gaps, and define the target architecture.

02

Architecture Design

Design medallion Lakehouse (Landing → Curated → Serving) with Delta Lake and ACID compliance.

03

Pipeline Development

Build ETL/ELT pipelines with Azure Data Factory, Databricks, and PySpark for batch and streaming.

04

Quality & Governance

Implement data validation, lineage tracking, Microsoft Purview, and automated monitoring.

05

Visualization

Power BI/Tableau dashboards with Row Level Security and automated refresh schedules.

Technologies we use

Data Platforms

DatabricksDelta LakeSnowflakeAzure SynapseMicrosoft FabricAWS Glue

Processing

PySparkPythonSQLAzure Data FactorySSISInformatica PowerCenter

Storage & Governance

ADLS Gen2OneLakeDelta-ParquetMicrosoft PurviewApache KafkaEvent Hubs

Real-world results

250+ products managed

Enterprise Data Platform — Anglian Water

Microsoft Fabric & Databricks implementation controlling 250+ products as a framework with Delta-Parquet in OneLake.

99.9% data accuracy

IoT Sensor Lakehouse

Delta Lakehouse processing billions of sensor JSON files with ACID-compliant storage, automated schema evolution, and real-time monitoring.

€120K/year savings

SAP-to-Azure Migration — Carl Zeiss

Customer 360 analytics integrating SAP CRM/ERP with Azure Synapse. 40% faster reporting and 50% less manual reconciliation.

Frequently asked

Ready to get started with Data Engineering?

Free consultation and project estimate within 24 hours.