Data Integration & Harmonization
Once the blueprint is agreed, we build robust data pipelines to ingest and unify data from all sources into the new environment. For example, we might set up nightly or hourly ETL jobs pulling data from an ERP database, a CRM system, third-party market feeds, etc., into a centralized data lake or warehouse. We handle data cleaning, matching (e.g. aligning product codes across systems), and create a harmonized data model that underpins analysis. We use modern tools and cloud platforms (Azure, AWS, GCP, or on-premises solutions as needed) to ensure the integration is scalable and reliable.