Data Integration & ELT

“Integrated data means
fewer redundancies,
smoother operations and a consistent view of metrics across systems”

We help you bring all your data together, no matter where it lives—databases, SaaS apps, on-prem systems, or scattered files across teams—so you don’t have to deal with disconnected sources, inconsistent formats, and fragmented storage.

Whether it’s pulling customer data from Salesforce, ERP transactions from Oracle, or marketing performance from Google Ads, we can use Fivetran or Airbyte for quick ingestion setups, and Airflow or Dagster to orchestrate more complex, large-scale ELT.

Experiencing Any Of These Data Roadblocks?

“Explore the solutions we propose to each of your data challenges, focused on removing complexity and keeping your data operations running smoothly”.

Disconnected Data Sources

- ⚠️ Your raw data is scattered across cloud apps, databases, and spreadsheets with no reliable integration layer, making end-to-end analysis nearly impossible.
- ✅️ We implement a domain-driven data integration layer with source connectors, transformation pipelines, and metadata mapping that consolidates dispersed systems into a unified warehouse model.
- 🎯 Holistic data clarity
- 🎯 Reduced system integration time

Schema Drift & Data Errors

- ⚠️ You face frequent ingestion breaks and unnoticed data inconsistencies when source systems change schemas, field names, or data types without notice.
- ✅️ We perform pre-ingestion structural and format validation to catch mismatches and anomalies, then enforce data contracts post-load to guarantee pipeline integrity and data correctness.
- 🎯 Higher data reliability

Overloaded Data Pipelines

- ⚠️ Your ETL workflows are resource-heavy and expensive, as processing before loading increases compute usage, extends pipeline runtimes, and makes troubleshooting more difficult.
- ✅️ We adopt an ELT approach to simplify ingestion workflows by offloading processing to the data warehouse, cutting pre-load compute and speeding up pipelines, with monitoring provided separately to track usage and control costs.
- 🎯 Lower maintenance and data processing costs

Looking to turn fragile scripts into reliable data pipelines?

Our production-grade ELT pipelines run 24/7 with continuous monitoring, automated recovery, and instant alerts to keep workflows stable. Every change is version-controlled, tested, and fully traceable, giving your team confidence to move fast without breaking things. Reach out to us and let’s make your data unstoppable.

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