Move, transform, and govern your data

3TL Bridge moves your data, transforms it in flight, and gives your team full visibility – deployed on your infrastructure, not ours.

One platform for real-time CDC pipelines

Stream, transform, trust. 3TL Bridge captures source changes in real time, runs transformation logic your team can test, and delivers it wherever it needs to go. One platform instead of a pile of scripts.

End-to-end pipeline governance

Every pipeline, script, and configuration lives in one place – auditable, and visible to your whole team.

Compliance-ready from deployment

Data masking, audit logging, and OIDC authentication meet enterprise security requirements from the start.

AI that operates, not just advises

Describe what you need, and the AI writes the script. Your engineers review it and ship it.

 Pipelines that survive production, no bespoke scripts

Custom ETL scripts cost more than you think. Connectors break, nothing’s tested, transformation logic lives in code nobody else understands, and when something goes wrong at 2am there’s nothing to go on. 3TL Bridge gives engineers a proper studio to write your transformation logic once, test it against real data, and ship it knowing it works. 

Test before you deploy

Write assertions against the expected output, run them before every deployment, and catch problems before they reach production.

Checkpoint recovery

Pipelines resume from their exact position after restart or failover. No re-processing, data loss, or manual intervention.

Edit live pipelines

Import any running pipeline directly into the Transform Studio workspace, change the transformation logic, and redeploy while data continues to flow.

PII masked, credentials encrypted, actions logged

Your compliance team needs evidence, your security team needs one access pathway, and your platform team needs a deployment they can actually manage. 3TL Bridge gives all three, with PII masked before data goes anywhere, credentials encrypted, and every action logged and exportable. Security isn’t configured after the fact, it’s already there.

Real-time data masking

PII and sensitive fields are masked as data moves, not after it arrives. Built-in templates cover common GDPR, HIPAA, and CCPA use cases out of the box.

Structured audit logging

Every operation is logged with who does it, what they do, and when. Export it straight to your SIEM.

Multi-provider OIDC

Works with Google Workspace, Azure AD, or any standards-compliant OIDC provider. Runtime configuration means no per-customer image builds and no hardcoded credentials.

Real-time pipelines, done properly

Fivetran

Connector catalogue with pre-built integrations. Transformations are limited to dbt post-load — no in-flight logic, no studio, no testing before data lands. You move data their way or not at all.

3TL Bridge


Real-time CDC with in-flight transformation. Engineers write, test, and deploy logic in a proper studio before data reaches the destination. Works with MongoDB, Kafka, Pub/Sub, HTTP — not locked to a connector marketplace.

Airbyte

Open-source connector framework with broad source coverage. Transformation happens outside the platform and requires adding dbt, custom scripts, or another tool and manage that separately.

3TL Bridge


End-to-end pipeline and transformation in a single platform. Engineers write logic, test it against real data, and deploy — all in one platform. No external tooling, no glue code, no second system to maintain.

Kafka Connect

Powerful but assembly-required. Every pipeline demands separate connector config, schema management, and monitoring. Transformation lives outside — either limited built-in operators or a separate stream processor.

3TL Bridge


One platform, already assembled. Pipelines, transformation, testing, monitoring, and access control in a single interface. Ship a CDC pipeline without stitching together five tools.

Custom scripts

Fragile, untested, undocumented, no audit trail, no checkpoint recovery, and invisible to everyone except the engineer who wrote them

3TL Bridge


Same logic, visible to the whole team. Versioned scripts, test coverage, checkpoint recovery, and a full audit trail — built for production, not just the person who shipped it.