Move, transform, and govern your data

3TL Bridge moves your data safely, transforms it in flight, and gives your team full visibility.

Already a Studio 3T customer? Contact your account manager to add 3TL Bridge to your licence.

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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 governance

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

Compliance-ready from day one

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

AI Assist

Describe what you need, and AI writes the script. Your engineers review and ship. On Scale and Enterprise tiers, the AI agent goes further, proposing and executing pipeline changes end-to-end.

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 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 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.

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 did it, what they did, and when. Export 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, no hardcoded credentials.

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Real-time pipelines, done properly

The alternative to a proper pipeline platform is stitching together tools that each solve one piece of the problem, and taking on the integration, testing, and ops burden yourself.

Fivetran

Transformation is post-load only. PII is already in the destination by the time dbt runs. You move data their way or not at all.

3TL Bridge

In-flight transformation and masking before data reaches any sink. Works with your connectors, not a locked marketplace.

Airbyte

Broad connector coverage, but transformation lives outside the platform. You add dbt, custom scripts, or another tool — and then you manage that too.

3TL Bridge

End-to-end pipeline and transformation in a single platform. No external tooling, no glue code, no second system to maintain.

Kafka Connect

Powerful but assembly-required. Every pipeline needs separate connector config, schema management, and monitoring. Transformation is outside — limited operators or a separate stream processor.

3TL Bridge

One platform, already assembled. Pipelines, transformation, testing, monitoring, and access control in a single interface.

Custom scripts

Fragile, undocumented, no audit trail, no checkpoint recovery, and invisible to everyone except the engineer who wrote them. When that engineer leaves, so does the knowledge.

3TL Bridge

Same logic, visible to the whole team. Versioned scripts, test coverage, checkpoint recovery, and a full audit trail — built for production.

Deployed your way

3TL Bridge runs as a Kubernetes-native service — hosted by us or deployed on your own infrastructure. Both options use the same platform, the same feature set, and the same update cadence.

Managed hosting

We run it. You use it. Available on all tiers.

On-premises

Your infrastructure, your control. Available from Growth tier upwards. Nothing leaves your environment.

Kubernetes-native

Single-service deployment. No custom image builds per customer. Runtime OIDC configuration, not baked-in credentials.

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Ready to govern how your data moves?

Talk to us about your pipeline requirements. We’ll show you 3TL Bridge against your own use case — real-time CDC, in-flight masking, and AI-assisted transformations in a 30-minute session.

Are you already a Studio 3T customer?

Talk to your account manager about moving to the Pipeline track. Growth tier is the natural starting point, and includes IDE access for 25 users alongside five concurrent pipelines.

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