Linear + BigQuery
Linear is a modern software development management platform that centralizes product planning, tracking, and delivery in one place. Built for engineering and product teams, Linear combines issue tracking, sprint management, roadmaps, and workflows in a fast, minimalist interface, helping teams stay focused, move quickly, and maintain consistency in development.
With Erathos, you can integrate Linear data into BigQuery in just a few minutes. Our platform handles the entire data movement process into your analytics environment and lets you join this data with other sources in your Data Warehouse. That way, your time is spent on what really drives value — extracting actionable insights and making more data-driven decisions.
Which Linear data does Erathos sync to BigQuery?
The integration automatically syncs Linear's core objects:
Projects — status, assignees, dates, and settings
Tasks and subtasks — priority, status, estimates, and assignees
Sprints — dates, velocity, and planning data
Members — users, roles, and workload
Comments — discussion and decision history
Custom fields — team-defined properties and tags
Why sync Linear with BigQuery?
Linear reports show project progress, but not business impact. In BigQuery, you can combine productivity data with product, revenue, and customer satisfaction metrics — calculating delivery lead time, identifying systemic bottlenecks, and correlating execution speed with business outcomes.
How it works
Erathos connects to Linear via the official API and syncs your data incrementally — only new or updated records are processed in each run, keeping pipelines fast and BigQuery costs predictable. You choose the sync frequency (from every 5 minutes to daily), the objects to sync, and the destination dataset. Each run is fully observable: execution time, rows processed, contextual errors, and instant alerts via Slack or email if anything goes wrong.
No credit card required.
Why do data teams choose Erathos for Linear?
Ready-to-use Linear connector
Connect Linear to BigQuery and automatically export issues, projects, sprints, and members. Centralized productivity data for analytics — no CSVs, no scripts.
Full control over your Linear pipelines
Configure the schedule, frequency, and sync type at the table level. Incremental sync processes only new or changed records—keeping BigQuery costs low and your analytics always up to date.
End-to-end observability
Stop finding out about Linear failures only after the business team complains. Every run is logged with runtime, rows processed, and error context. Get automatic alerts via Slack, Discord, or email the moment something goes off track — with fresh productivity data always ready for your sprint reports.
Why Companies Move Data from Linear to BigQuery with Erathos
Centralizing Linear data in BigQuery has never been easier
Erathos is a data ingestion platform for operations and data teams. With the Linear connector, you can automatically export issues, projects, sprints, and productivity data to BigQuery — centralized productivity data ready for analysis.
Our Customers
Trusted by data-driven companies
Simplified data ingestion
1
Select your data source
More than 80 plug-and-play connectors to consolidate data from multiple sources, eliminate time-consuming manual processes, and create a streamlined path forward.
2
Setup your pipeline
Manage your pipeline seemlessly. Select a sync hour, frequency and type at a table/endpoint level.
3
Select your data warehouse
Choose between Amazon S3, BigQuery, Databricks, Redshift and PosgreSQL to centrlize your data
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 into every run, zero maintenance, and none of the black-box behavior you get with traditional market tools.
What Linear data does Erathos sync to BigQuery?
Erathos syncs Projects, Tasks, Subtasks, Members, Sprints, Statuses, and Comments from Linear to BigQuery. Custom fields, tags, and task dependencies created by the team are also exported.
How often does Erathos sync data from Linear to BigQuery?
You can configure sync frequency anywhere from every 5 minutes to once a day, at the table level. Erathos uses incremental sync—only new or updated records are processed on each run, keeping the Linear pipeline efficient and BigQuery 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 includes a 14-day free trial. Connect Linear to BigQuery and start syncing right away — no credit card required.