Your data.
Clean, connected, controlled.
The infrastructure layer for modern marketing. Connect 500+ sources, normalize schemas, and feed your warehouse without writing a single line of ETL code.
Supported Warehouses
"We deleted 15,000 lines of Python ETL code."
Linear used Skubl to consolidate their marketing data pipeline. Instead of maintaining fragile Airflow scripts for FB Ads and Google, they now have a fully managed, schema-enforced stream into BigQuery.
✓ Ingest: Facebook Ads (142k rows)
✓ Ingest: Google Ads (98k rows)
ℹ Normalizing schemas...
✓ Transform: `dim_campaigns` built
✓ Load: BigQuery (Success)
Total duration: 42s
Build on bedrock.
Skubl provides the reliable, governed data foundation your marketing science team needs to build models, not fix pipelines.
Universal Ingestion
Stop writing brittle Python scripts. Skubl handles API rate limits, pagination, and backfills for every major marketing and sales platform automatically.
- Zero-maintenance connectors
- Automatic schema detection
- Real-time & batch syncs
Engineering Accelerators
Templates and IaC modules to speed up your infrastructure.
dbt Core Templates
Standardized SQL models for common e-commerce schemas.
Terraform Provider
Manage your entire Skubl infrastructure as code.
Streaming Ingestion
Real-time webhook handlers for high-volume event streams.
Airflow Operators
Trigger Skubl syncs from your existing orchestration layer.