# Linear + Azure SQL Server

> Migrate tasks, projects, sprints, and productivity data from Linear to Azure SQL Server with Erathos. An incremental, no-code ELT pipeline with full observability. Start for free.

Source: https://www.erathos.com/en/pipelines/linear-azure-sql-server
Em português: https://www.erathos.com/pipelines/linear-azure-sql-server

Linear is a modern software development management platform that centralizes planning, tracking, and product 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 in their development.

With Erathos, your Linear data lands in Azure SQL Server already normalized in relational tables, ready to power Power BI reports or internal applications running within the Microsoft ecosystem.

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

The integration automatically syncs key Linear objects:

- **Projects**: status, owners, dates, and settings
- **Issues and sub-issues**: priority, status, estimates, and assignees
- **Sprints**: dates, velocity, and planning data
- **Members**: users, roles, and workload
- **Comments**: history of discussions and decisions
- **Custom fields**: properties and tags customized by the team

### Why sync Linear with Azure SQL Server?

In Azure SQL Server, you integrate Linear data into the Microsoft ecosystem, using Power BI for executive dashboards and Azure Data Factory for orchestrating broader data pipelines.

### How it works

Erathos connects to Linear via its official API and syncs your data incrementally: only new or updated records are processed in each run, keeping pipelines fast and Azure SQL Server 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.

## Linear data in Azure SQL Server in minutes

### Ready-to-use Linear Connector

Connect Linear to Azure SQL Server and automatically export data. Centralize project management information for analysis — without spreadsheets or scripts.

### Full control over your Linear pipelines

Set the sync schedule, frequency, and type at the table level. Configure sync frequency and type per table. Erathos uses intelligent UPSERT on Azure SQL Server — ensuring data consistency and native integration with Power BI and the Microsoft ecosystem.

### End-to-end observability

Stop finding out about Linear failures only after the business team complains. Every run is logged with runtime, processed rows, and error context. Automatic alerts via Slack, Discord, or email as soon as anything goes off script — so your data stays fresh for analysis.

## Centralizing Linear data in Azure SQL Server has never been easier

Erathos is a data ingestion platform built for engineering and data teams. With the Linear connector, you automatically centralize tasks, projects, sprints, and productivity data in Azure SQL Server — always up-to-date data, with full observability into every run and zero maintenance.

## FAQ

### What is Erathos, and how can it help my business?

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 across every run, zero maintenance, and none of the black-box behavior you get from traditional tools.

### What data from Linear does Erathos sync to Azure SQL Server?

Erathos syncs Linear tasks, projects, sprints, members, comments, statuses, and delivery metrics to your Data Warehouse incrementally and without code.

### How often does Erathos sync data from Linear to Azure SQL Server?

You can set sync frequency from every 5 minutes up to daily, at the table level. Erathos uses incremental sync — only new or updated records are processed on each run, keeping the Linear pipeline efficient and Azure SQL Server 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 period for the Linear connector?

Yes. Every Erathos connector includes a 14-day free trial. Connect Linear to Azure SQL Server and start syncing immediately — no credit card required.