Sqlmesh | Synq

The only data observability platform natively integrated with SQLMesh

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Website

SQLmesh

Integration type

Native

Categories

Data Transformations

Plan compatibility

Launch

Docs

SYNQ Docs

SQLmesh

Native

Data Transformations

Launch

SYNQ Docs

Enhance your SQLMesh deployment with Data Observability

Combining SQLMesh & SYNQ allows you to model your data in alignment with DevOps best practices, combining data transformation with an observability layer to ensure that your data is reliable.

Manage data products and ownership definitions seamlessly

SYNQ automatically ingests all SQLMesh model properties and metadata so you can manage data products and ownership definitions seamlessly.

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Deploy Anomaly Monitors

Use SQLMesh model tags to define SYNQ monitor deployments and combine tests and audits with SYNQ’s advanced anomaly detection to catch both ‘known unknowns’ and ‘unknown unknowns’.

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SQLMesh models as Data Products

SYNQ automatically ingests data assets from SQLMesh, including SQL models, snapshots, and seeds, and lets you build Data Products that give you visibility of the health across your data stack.

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Define an Ownership Model

Use SQLMesh model tags to define SYNQ monitor deployments and combine tests and audits with SYNQ’s advanced anomaly detection to catch both ‘known unknowns’ and ‘unknown unknowns’.

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Build trust with Incident Management

Treat test or audit failures as incidents, track downstream impacts, and manage communication from detection to resolution and integrated with Incidents tools you’ve already integrated.

How it works

Native support for SQLMesh’ virtual data environment

Deploy SYNQ monitors on SQLMesh models and snapshots without worrying about mapping physical and virtual data environments. SYNQ handles the complexity for you. More about how it works here.

Extend observability workflows using all SQLMesh asset types

Use SYNQ’s engine to deploy anomaly monitors across SQLMesh asset types automatically. For example, create a rule to automatically set up anomaly monitors on all external models upstream of a critical SQLMesh model.

Deeply integrated with SQLMesh model properties and metadata

SYNQ parses all model properties and metadata from SQLMesh directly into SYNQ. This lets you keep your DataOps workflow in SQLMesh and use all the benefits that come with defining things in code.

Get a 360 data health overview

Get a unified view of data health across SQLMesh tests, audits, and SYNQ anomaly monitors—all in a single, comprehensive dashboard.

Create custom entities via API

Use SYNQ’s API to enrich your SQLMesh lineage, integrating bespoke upstream or downstream systems for the most complete lineage.

Build with data you can depend on

Join the data teams delivering business-critical impact with SYNQ.