Move data in real time, mask the sensitive parts

Move data between your MongoDB environments, transform it in a professional studio, and mask sensitive fields. With 3TL Bridge, everything is tracked, so you have a clear audit trail, without relying on custom scripts or risking exposed data.

One place to control every data pipeline

Instead of tracking issues across multiple tools, 3TL Bridge brings everything together. You can see all pipelines, transformations, and masking rules in one place, so problems like schema changes, new PII, or failed jobs are easier to spot and fix.

End-to-end pipeline control

All your pipelines, scripts, and masking rules are managed in one place, with full version history and audit tracking.

Built-in compliance from the start

Masking, audit logs, and secure access are included by default, so you don’t need to add them later.

AI that builds, not just suggests

Describe what you need in plain English, and AI generates the transformation script. Your engineers then review and deploy it.

Ship with confidence

Custom MongoDB ETL scripts often take more time and effort than expected. Connectors fail, testing is limited, and when something breaks, it’s hard to trace what went wrong. 3TL Bridge gives engineers a proper workspace to build transformation logic, test it with real data, and deploy it knowing it will work.

Test before you deploy

Check transformations against expected results to catch issues early.

Pick up where you left off

Pipelines restart from where they left off, without reprocessing or manual recovery.

Edit live pipelines safely

Change and redeploy running pipelines without stopping data flow..

Secure data as it moves through your pipelines

Security is built into 3TL Bridge, not added afterwards. Sensitive fields are automatically masked before data is shared, credentials are encrypted, and every pipeline action is fully logged for auditing and reporting.

Mask sensitive data before it moves

Automatically hide personal data before it reaches any destination, with built-in templates for GDPR, HIPAA, and CCPA.

Clear audit logs

Track every action with full details of who did what and when, with export options for security tools.

Simple, secure sign-in

Works with Google Workspace, Azure AD, and other providers, with easy configuration and no infrastructure changes.

Sensitive data in the wrong place is a compliance risk

This usually happens because pipelines weren’t designed to handle masking, or because a schema change introduced new sensitive fields that went unnoticed. 3TL Bridge helps prevent this by detecting sensitive data early and masking it as data moves, so nothing is exposed by default.

Spot schema drift before it becomes a problem

The PII Scanner catches new sensitive fields after schema changes, with a timestamped record to show your auditors.

Sensitive data is hidden before it’s shared

Analysts, AI models, and third-party tools get clean data by default, not by configuration.

Compliance reporting when you need them

Every action is logged and can be exported, so you can quickly provide answers during audits without extra work.

Other tools move data, 3TL Bridge governs it

Move it, mask it, and prove it.

Airbyte

Not MongoDB-native, no built-in PII scanner, no transformation IDE, and nothing to govern who sees what.

3TL Bridge


MongoDB-native, PII masked in-stream, and AI-assisted transformation, all in one platform.

Airflow

Heavy to run and not built for MongoDB, every governance requirement means a separate implementation.

3TL Bridge


MongoDB-native pipelines with in-stream masking and a proper transformation studio, without the infrastructure overhead.

Databricks Pipelines

Built for large-scale analytics, not MongoDB data movement, no native Change Stream support, and no pipeline-layer masking.

3TL Bridge


Built for MongoDB teams that need governed pipelines by default, PII masked, audit trail included, ready in minutes.

Custom scripts

No PII discovery, no tests, no version control, no audit trail, and schema changes introduce new sensitive fields nobody catches.

3TL Bridge


Versioned, tested masking logic that’s auditable, consistently applied, and owned by the platform, not one engineer.