Offering · Context Graph
One graph. Technical and business context together.
Every table, model, metric, and policy on the same nodes. Lineage you can click. Answers you can cite.
Technical lineage
Raw ingest to exec dashboard
Fivetran, dbt, Airflow, warehouse, and BI metadata merge into edges you can traverse. Rename a column and preview what breaks before merge.
- Grounded in synced metadata, not guesses
- Export subgraphs for compliance reviews
Business layer
MRR is a node, not a spreadsheet
Certified metrics, glossary terms, and PII tags attach to the same assets engineers already use. Finance and platform share one vocabulary.
- KPIs linked to upstream models and source columns
- Reconciliation history on the metric card
Company Brain
Ask in plain English. Get citations.
Brain reads the graph before answering. "Why did NRR drop?" returns pipeline delays and definition checks, not invented SQL.
- Technical + business reasoning in one layer
- Every answer links back to graph nodes
Always live
Incremental sync. Graph API.
Connectors diff each crawl. Search by owner, tag, or metric. Build internal tools on the same graph agents use.
- Minutes to update, not overnight batch jobs
- Self-host: metadata stays in your VPC