# Linear + Snowflake

> Integrate Linear tasks, sprints, and projects into Snowflake with Erathos. Get centralized, up-to-date productivity data ready for analysis.

Source: https://www.erathos.com/en/pipelines/linear-snowflake
Em português: https://www.erathos.com/pipelines/linear-snowflake

Linear is a modern software development management platform that centralizes product planning, tracking, and delivery in a single place. Designed for engineering and product teams, Linear combines issue tracking, sprint management, roadmaps, and workflows into a fast, minimalist interface, helping teams maintain focus, speed, and consistency throughout development.

With Erathos, you can integrate Linear data into Snowflake in just a few minutes. Our platform handles the entire data movement process to your analytical environment, allowing you to blend this data with other sources in your Data Warehouse. This frees up your time to focus on what actually drives value — extracting powerful insights and making more data-driven decisions.

### What Linear data does Erathos sync with Snowflake?

The integration automatically syncs Linear's core objects:

- **Projects** — status, assignees, dates, and settings
- **Issues and sub-issues** — priority, status, estimates, and assignees
- **Cycles (Sprints)** — dates, velocity, and planning data
- **Members** — users, roles, and workload
- **Comments** — history of discussions and decisions
- **Custom fields** — custom properties and tags defined by the team

### Why sync Linear with Snowflake?

In Snowflake, you can combine Linear data with other sources using elastic compute, without competing for resources between different teams querying the same data simultaneously.

### How it works

Erathos connects to Linear via its official API and syncs your data incrementally — only new or updated records are processed on each run, keeping pipelines fast and Snowflake costs predictable. You choose the sync frequency (ranging from every 5 minutes to daily), the objects to sync, and the destination dataset. Every run is logged with full observability: execution time, rows processed, error context, and instant alerts via Slack or email if anything goes wrong.

## Data in your data warehouse in minutes

### Out-of-the-box Linear connector

Connect Linear to Snowflake and automatically export issues, projects, cycles, and members. Centralize your productivity data for analytics — no CSVs and no scripts required.

### Full control over your Linear pipelines

Configure sync frequency and sync type per table. Data arrives in Snowflake ready for secure sharing across teams and integration with BI and ML tools, without data duplication.

### End-to-end observability

Stop finding out about Linear pipeline failures only when the business team complains. Every execution is logged with run times, rows processed, and error context. Get automatic alerts via Slack, Discord, or email the moment something goes wrong — keeping your productivity data fresh for your sprint reports.

## Centralizing Linear data into Snowflake has never been easier

Erathos is a data ingestion platform built for operations and data teams. With the Linear connector, you can automatically export tasks, projects, sprints, and productivity data directly to Snowflake — keeping your productivity metrics centralized and analytics-ready.

## FAQ

### What is Erathos and how can it help my company?

Erathos is a data ingestion platform built for reliability, transparency, and control. We help data teams connect tools like Linear to their data warehouse — with full observability of every run, zero maintenance, and none of the opacity of traditional market tools.

### What Linear data does Erathos sync to Snowflake?

Erathos syncs Projects, Tasks, Subtasks, Members, Sprints, Statuses, and Comments from Linear to Snowflake. Custom fields, tags, and task dependencies created by the team are also exported.

### How often does Erathos sync data from Linear to Snowflake?

You can configure the sync frequency from every 5 minutes to daily, at the table level. Erathos uses incremental syncs — only new or updated records are processed in each run, keeping the Linear pipeline efficient and Snowflake costs predictable.

### What happens if a Linear sync fails?

Erathos automatically detects failures and sends alerts to your email, Slack, or Discord with full context — not just "job failed." Smart retries handle transient errors, and every run is logged with runtime, rows processed, and error context so your team can debug in minutes, not hours.

### Is there a free trial for the Linear connector?

Yes. Every Erathos connector comes with a 14-day free trial. Connect Linear to Snowflake and start syncing immediately — no credit card required.