# Teamwork + Databricks

> Integrate Teamwork tasks, sprints, and projects with Databricks using Erathos. Centralized, up-to-date productivity data, ready for analysis.

Source: https://www.erathos.com/en/pipelines/teamwork-databricks
Em português: https://www.erathos.com/pipelines/teamwork-databricks

Teamwork is a project management and collaboration platform that offers a variety of tools for teams to work efficiently. Amazon Redshift, on the other hand, is a cloud data warehouse designed for fast and efficient analysis of large volumes of data.

With Erathos, your Teamwork data arrives at Databricks ready to power Machine Learning models and advanced analytics pipelines, in the exact same environment where your team already processes other data.

### What Teamwork data does Erathos sync to Redshift?

The integration automatically syncs key Teamwork objects:

- **Projects**: status, assignees, dates, and configurations
- **Tasks and subtasks**: priority, status, estimates, and assignees
- **Sprints**: dates, velocity, and planning data
- **Members**: users, roles, and workload
- **Comments**: history of discussions and decisions
- **Custom fields**: custom properties and tags set up by the team

### Why sync Teamwork with Databricks?

In Databricks, Teamwork data is ready for Machine Learning models, advanced analytics, and ad hoc queries, in the same environment where your team already builds data pipelines.

### How it works

Erathos connects to Teamwork via the official API and syncs your data incrementally: only new or updated records are processed in each run, keeping pipelines fast and Databricks costs predictable. You choose the sync frequency (from every 5 minutes to daily), the objects to sync, and the target dataset. Every execution is logged with complete observability: runtime, rows processed, errors with context, and instant alerts via Slack or email if anything goes wrong.

## Data in your data warehouse in minutes

### Ready-to-use Teamwork connector

Connect Teamwork to Databricks and automatically export tasks, projects, sprints, and members. Centralized productivity data for analysis—no CSVs, no scripts.

### Total control over your Teamwork pipelines

Configure frequency, sync type, and partitioning by table. Data arrives in Databricks ready for ML, analytics, and ad hoc queries—with predictable cost.

### End-to-end observability

Stop finding out about Teamwork 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 always-fresh productivity data for your sprint reports.

## Centralizing Teamwork data in Databricks has never been easier.

Erathos is a data ingestion platform for operations and data teams. With the Teamwork connector, you can automatically export tasks, projects, sprints, and productivity data to Databricks—centralized productivity data ready for analysis.

## 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 Teamwork to their data warehouse—with full observability into every run, zero maintenance, and none of the opacity of traditional market tools.

### What Teamwork data does Erathos sync to Databricks?

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

### How often does Erathos sync data from Teamwork to Databricks?

You can configure 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 Teamwork pipeline efficient and Databricks costs predictable.

### What happens if a Teamwork synchronization 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 execution is logged with run time, processed rows, and error context so your team can debug in minutes, not hours.

### Is there a free trial period for the Teamwork connector?

Yes. Every Erathos connector includes a 14-day free trial. Connect Teamwork to Databricks and start syncing immediately—no credit card required.