Understand who is actually querying your Snowflake data
Monitor actual query and access activity across users, roles, applications, and tables. Detect behavioral changes and investigate historical activity across every warehouse.
Native telemetry used
Trailox reads Snowflake's query, access, and login history, available through Account Usage views and Information Schema, without deploying anything inside your account.
What access Trailox can see
Every query executed, the tables, views, and columns it touched, the warehouse it ran on, rows returned, and query duration.
Identity and application attribution
Trailox resolves every query to the Snowflake user and role that ran it, and, where the connecting client exposes that context, to the driver or application behind it, JDBC, ODBC, the Python connector, dbt, or a BI tool like Tableau.
Behavioral detections for Snowflake
- A role or user querying a table, schema, or database it has never accessed before
- Query volume or data scanned that is unusually high for a given user or role
- Role usage patterns that deviate from established behavior
- Query activity outside a role's normal hours or schedule
- New applications or client drivers connecting under an existing identity
Investigation capabilities
Search historical query activity by user, role, table, or warehouse, and reconstruct every query that touched a given table over time.
How Trailox connects
A read-only role with SELECT access to Account Usage views. No warehouse compute is required for ingestion, and nothing is deployed inside your Snowflake account.
Start with proof,
not a pitch.
Scoped read-only role, 30-day lookback, results in 48 hours.