- Advertising platforms — Google Ads, Meta Ads, LinkedIn Ads, Microsoft Advertising. Campaign, ad set, ad, and keyword level performance data synced daily or hourly.
- CRM systems — Salesforce, HubSpot, Pipedrive. Contact, deal, and activity data synced to the warehouse for customer-level analytics and LTV modelling.
- E-commerce platforms — Shopify, WooCommerce, Magento. Orders, products, customers, and inventory — the full transaction record for revenue and product analytics.
- Web analytics — GA4 data exports via BigQuery and direct API, enriching warehouse data with behavioural signals from your website.
- Support and operations tools — Zendesk, Intercom, Freshdesk. Ticket volume, resolution time, and CSAT data for operational KPI reporting.
- Databases — Direct PostgreSQL, MySQL, and MongoDB connectors for syncing application database tables to the analytical warehouse.
- Self-hosted Airbyte deployment on your infrastructure, or Airbyte Cloud where preferred
- Connector configuration and authentication for each data source
- Sync frequency tuned to your data freshness requirements (hourly, daily, or near-real-time)
- Schema normalisation and transformation configuration
- Pipeline monitoring, error alerting, and scheduled health checks
- Documentation of all pipeline configurations for ongoing maintenance
