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HamsterSoftware

Data Extraction / ETL

We extract data from any source and transform it into clean, structured formats ready for analysis.

We extract data from any source and transform it into clean, structured formats ready for analysis. Multi-source integrations, API and webhook ingestion, and legacy system migration with strategies that respect the volume and criticality of your information.

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Services

What's included

  • Multi-source data integration
  • API and webhook ingestion
  • Legacy system migration
  • Incremental and full-load strategies
  • Automated scheduling and monitoring
Benefits

Multi-source

We connect databases, APIs, files and SaaS.

Automated

Scheduled processes that run on their own and are monitored.

Clean data

Normalization and cleaning that remove noise and duplicates.

Ready to analyze

Your team receives directly usable data.

Technologies & tools

Technologies & tools

Python Airbyte dbt Apache Airflow PostgreSQL REST APIs
FAQ

Frequently asked questions

Can you extract from systems without an API?

Yes, we use techniques like file reading, controlled scraping and database connectors.

What happens during a migration?

We run incremental migrations with continuous validation and a rollback plan.

What deliverables are included?

Documentation, monitoring, validations and team training.

Services

Other services

View all services
Data EngineeringWe design and implement robust, scalable data pipelines that form the backbone of your data strategy.Data VisualizationWe turn complex data into clear, compelling visuals that empower fast, evidence-based decisions.Data Mining & ManagementWe uncover hidden insights in your data with mining and management solutions that give you full visibility and control.Desktop SoftwareWe build native desktop applications with enterprise-level performance and security.Machine LearningWe deploy intelligent ML systems that automate complex decisions — from forecasting to document processing.Mobile DevelopmentWe craft polished, high-performance mobile apps for iOS and Android that users rely on every day.

Ready to bring this solution to your business?

Book a free consultation and get a tailored proposal within 48 hours. No commitment.

Contact via WhatsAppBook a consultation