One security layer across your data stack.
Trailox connects to the native activity generated by databases, warehouses, lakehouses, and object storage, then normalizes access into one security model.
Connect the platforms. Understand the ecosystem around them.
Start with the systems that hold the data.
Trailox connects directly to native access and audit telemetry from supported data platforms.
Amazon S3
Object-level access intelligence across identities, applications, SDKs, buckets, prefixes, and objects.
Snowflake
Monitor users, roles, applications, queries, tables, and actual data access behavior.
Databricks
Understand access across users, service principals, jobs, catalogs, schemas, and tables.
ClickHouse
Analyze users, clients, queries, tables, and abnormal database access behavior.
Google BigQuery
Connect principals and applications to jobs, datasets, tables, and actual query activity.
Trailox sees more than the platform name.
Native telemetry often reveals the engines, frameworks, services, SDKs, and workloads behind data activity. Trailox turns that context into identity and behavioral intelligence.
Technology context recognized from access telemetry
Lakehouse & Table Formats
Query & Compute
Pipelines & Data Services
Analytics & Applications
Different platforms. One investigation model.
Every data platform describes access differently. Trailox normalizes identities, applications, activity, and data resources into one common model, so security teams can investigate behavior consistently across the entire data stack.
Trailox turns platform-specific access events into one investigation graph across your data stack.
Investigate by identity
See everything a user, role, or service has accessed.
Investigate by workload
Understand which applications and jobs are touching which data.
Investigate by data resource
Trace who accessed a table, dataset, bucket, prefix, or object.
Send the signal where your security team already works.
Trailox turns high-volume data activity into contextual findings that can flow into your existing security and operational workflows.
Destination integrations — Trailox sends findings to these tools
SIEM / Security
Incident & Operations
Collaboration
Custom
Native telemetry in. Access intelligence out.
Connect
Connect Trailox using scoped, read-only access to the platform's native telemetry.
Normalize
Convert platform-specific activity into Trailox's common access model.
Attribute
Connect activity to identities, applications, clients, services, and workloads.
Detect
Surface abnormal behavior and preserve activity for investigation.
Your data stack keeps changing. Trailox is built to expand with it.
Trailox uses a common access model across platforms, making it possible to extend coverage without creating a separate security workflow for every new data system.
Bring your data stack
into one security view.
Connect the platforms holding your data and understand who is actually accessing it.