external
Data Sources
Production databases, SaaS APIs, event streams, and file uploads.
Snowflake-like data warehouse with ELT pipelines, SQL analytics, dashboards, and data governance.
Production databases, SaaS APIs, event streams, and file uploads.
Fivetran/Airbyte connectors extracting and loading raw data on schedule.
SQL-based transformations: staging, intermediate, and mart models with tests.
Columnar storage (Snowflake/BigQuery) with compute-storage separation and auto-scaling.
Schema documentation, lineage tracking, data quality scores, and discovery.
Looker/Metabase dashboards with self-serve queries, charts, and scheduled reports.
Airflow/Dagster scheduling ELT runs, dbt jobs, and data quality checks.
Column-level access control, PII masking, retention policies, and audit logging.
Explore this architecture with animated data flows, node auditing, and AI-powered analysis.
Open in Codelit Use Plan & ShipA single application with private file storage, tenant-scoped records, and idempotent billing events. Start small; scale from measured demand.
5 components · 4 connectionsPreserve original evidence separately from model suggestions and require review before publishing roadmap changes.
5 components · 4 connectionsKeep the approved result, the rendered write, and the provider receipt separate so a retry cannot silently duplicate an external action.
5 components · 5 connectionsModern SaaS with microservices, event-driven processing, and multi-tenant architecture.
10 components · 9 connections