Slack integration

Slack data, in your warehouse.

A built-in ingestr connector: add credentials, pick tables, schedule it.

name: raw.channels
type: ingestr
parameters:
  source_connection: slack
  source_table: 'channels'
  destination: snowflake
  incremental_strategy: merge

$ bruin run assets/raw/slack.asset.yml

  1. extract · Slack channelsincremental
  2. load · snowflake raw.channelsmerged
  3. checks · not_null, unique

Loaded and checked. Downstream models can run.

How it connects

Connected in three steps.

Business communication platform providing team messaging, file sharing, and collaboration tools with conversation and activity analytics.

  1. 01

    Add a Slack connection with its credentials.

  2. 02

    Pick the tables to load and how: replace, append or merge.

  3. 03

    Bruin runs it on your schedule and checks every load.

Connection parameters

api_key
Slack bot token (starts with xoxb-)

Every way Slack works with Bruin

  • SourceBuilt-in ingestr sourceDocs →
  • AI data analystAsk the AI data analyst hereDocs →
  • AlertsPipeline and check alertsDocs →

Tables

5 tables, ready to load.

  • channels
  • messages
  • users
  • conversations
  • files

The platform

Part of the Bruin platform.

Data in, ready for everything downstream: the models, the checks, the lineage and the AI layer.

Communication

More tools, same category.

All 67 Communication tools
Microsoft Teams Built inDiscord Built inTwilio Built in

Frequently asked

Questions about Slack.

Does Bruin have a built-in Slack integration?

Yes. Built-in ingestr source. Ask the AI data analyst here. Pipeline and check alerts.

Which Slack tables can Bruin load?

channels, messages, users, conversations, files.

Where can Slack data go?

Snowflake, BigQuery, Databricks, Redshift, ClickHouse, Postgres, DuckDB, MotherDuck, Microsoft Fabric and more, plus files on S3 and GCS.

How fresh is the data?

As fresh as your schedule. Incremental loads append, merge or replace a time window, every few minutes if you like.

Do we need Bruin Cloud?

No. The Bruin CLI and ingestr run locally, in CI or in your own orchestrator. Bruin Cloud adds scheduling, lineage, alerts and the AI data analyst on top.

Ready to connect Slack?

$100 in credits and 50 AI tasks. No credit card.

A demo walks through your own data.

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