Market Opportunity
Track SQL data provenance inside AI assistants and BI reports targets a $9.6B = 160,000 data-using organizations x $60K ACV (analytics lineage + assistant integrations) total addressable market with medium saturation and a year-over-year growth rate of 18% — reflects growth in BI/observability and AI augmentation adoption.
Key trends driving demand: AI explainability -- enterprises demand tools that can explain model outputs and the underlying data used to generate answers.; Data observability -- more teams invest in lineage and monitoring to reduce downtime and data incidents.; Analytics automation -- growth of AI-assisted BI increases reliance on automated query generation that needs traceability.; Warehouse-first tooling -- Snowflake/BigQuery/Redshift expose APIs making integrated provenance feasible with low friction..
Key competitors include Monte Carlo, Collibra, dbt Labs, Datafold, Warehouse-native logs (Snowflake/BigQuery query history).