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Peliqan

Activate your Slack data for BI & AI

Instantly connect Slack, use any BI tool. Combine SQL and low-code Python to integrate, automate and activate your data.

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Slack data, ready for analytics and AI

What this connector does, and why teams sync it to a warehouse

About this connector

What is Slack?


Slack is a productivity and collaboration platform centralizing project management, documents, and team workflows. Native reporting covers project basics but cannot join task data with finance or operational systems without a warehouse. Peliqan provides a managed Slack connector that syncs projects, tasks, and team data into your warehouse for delivery analytics and capacity planning.

Why sync to a warehouse

Get more from Slack data


  • Project delivery and capacity reporting in your warehouse
  • Cross-team workload visibility joined with HR data
  • Time tracking and billable hours analysis
  • Joining Slack with finance for project profitability
  • Engineering and product velocity dashboards

From raw data to actionable insights in minutes

Peliqan brings ETL pipelines, data transformations and reverse ETL together in one integrated platform. Connect your favorite BI tool and activate your data with SQL and low-code Python.

Trusted by data-driven companies

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AI

BI

Instant data warehouse for Slack

Sync Slack into a data warehouse with a few clicks, and start exploring your data in an easy spreadsheet. 

Use SQL on Slack to combine data, build custom reports and prepare data for your favorite BI tool such as Microsoft Power BI, Tableau, Qlik Sense, Looker or Metabase. ETL data pipelines are automatically created.

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Peliqan DW

Snowflake data warehouse
Snowflake

redshift
Redshift

Clickhouse
Clickhouse

Instant data warehouse

Spreadsheet UI and magical SQL for Slack

Explore data in a rich spreadsheet UI. Use Magical SQL to combine and transform data. SQL queries become new tables that can be shared with business users and used in any BI tool.

Use Peliqan’s built-in distributed query engine to combine data between sources, e.g. write JOIN queries between tables in the Peliqan DW and external databases.

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Peliqan DW

MongoDB
MongoDB

postgres
Postgres

microsoft-sql-server
SQL Server

Spreadsheet UI

Visualize your Slack data

Use your preferred BI tool (Power BI, Tableau, Metabase etc.) to visualize your Slack data.

Deploy Metabase with a single click from the Peliqan Market Place and use Slack in Metabase.

Sync with Google Sheets for easy data analysis from any source.

Connect your data to Microsoft Power BI
Power BI

Sync data to Metabase
Metabase

Tableau

Superset
Superset

Visualize

SaaS Data Cockpit

Connect your apps, then work with the data in a spreadsheet, in SQL, or in plain English. No pipelines to maintain.

Do more with Peliqan

Four more things teams do with Slack data once it is in the warehouse.

Build AI Agents on Slack

Build intelligent AI Agents on top of Slack, with Peliqan’s AI data foundation: Slack MCP Server, Slack in n8n AI Agents & Make, “Text to SQL” on Slack data, Slack RAG with out-of-the-box embeddings (vectors) and Slack Graph RAG.
More info

Export data from multiple SaaS applications and databases into Slack. Set up automated data syncs to keep your business applications in sync. Use Reverse ETL to sync Slack data to any business application.

Developers can write, test, execute and schedule low-code Python scripts to work with their data. Implement reverse ETL with 3 lines of code. Run ML models, build interactive UIs, publish APIs.

CFOs, CEOs and other business users can work with Peliqan data in Excel thanks to the Peliqan Excel add-in. Easily switch between data sources and work with your data in real-time in Excel.

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Popular SQL queries for Slack

Ready-to-use queries once your Slack data is in a warehouse. Run them as-is or adapt them in Peliqan’s SQL editor.

Slack
Get the number of active channels in Slack (channels with recent activity)..

Slack
Get the top 10 most popular channels in Slack based on the number of messages..

Slack
Get the number of participants in each channel..

Slack
Get the number of inactive channels in Slack (channels with no recent activity)..

Slack
Get keyword mentions in messages from Slack data tables..

Slack
Retrieve the most active channels and users from the Slack data tables..

Slack
Get message frequency by user.

Slack
Get the total number of channels in Slack..

Beyond Simple Sync

A cloud data platform for everything you want to do with Slack data after the sync.

Ad hoc analysis

Analyze your Slack data with SQL or in a spreadsheet.

Self-service access

Enable business users with controlled self-service data access to Slack.

Spreadsheet BI

Work with your Slack data in a spreadsheet that is always up-to-date.

Dashboards

Create charts and visualize your Slack data in dashboards.

Data verification

Create views for “human in the loop” processes when working with Slack data.

Reporting

Build custom reports from Slack in HTML, PDF…

Frequently asked questions

How does Peliqan connect to Slack?

Peliqan connects to your SaaS business applications such as Slack through APIs, using for example OAuth 2.0 or an API key for authentication. The connection is typically added in a few clicks. For OAuth connectors, you authorize Peliqan to access your data. You can choose which objects to sync, and the connector handles incremental updates from there (if available in this specific connector). No code, no middleware, and no IT tickets to file.

Which Slack objects can I sync to my warehouse?

Peliqan typically syncs all standard objects from your business applications such as Slack. Peliqan usually also syncs custom objects and custom fields. The connector adapts to schema changes without manual reconfiguration. Browse the full connector catalog to see related connectors and integrations.

How often is Slack data updated in my warehouse?

Syncs can run up to every 15 minutes on the Pro plan, with custom schedules available on higher tiers. Sync mode is incremental where available, so only new and changed records are pulled, which keeps API call usage low and respects Slack rate limits.

Can I write data back to Slack from my warehouse?

Yes. Peliqan's reverse ETL pushes data from your data warehouse back into selected business applications. Please check Peliqan's documentation for details on "writeback" availability for specific connectors such as Slack, not all Peliqan connectors support reverse ETL/writeback. Reverse ETL is useful for syncing enriched scores, customer health metrics, billing data, or product usage signals into native Slack fields. Reverse ETL flows can run on a schedule, on demand, or be triggered by SQL conditions. Read the reverse ETL documentation for setup details.

What can I do with Slack data once it's in Peliqan?

Once Slack data lands in your data warehouse (such as Peliqan's built-in data warehouse or Fabric, Snowflake, BigQuery, Redshift or PostgreSQL), you can run SQL queries, build dashboards in Power BI, Tableau, Metabase, or Looker, combine it with data from other sources, feed it into AI agents through MCP servers, build Text-to-SQL and RAG workflows, or activate it through reverse ETL.

Peliqan also includes a built-in spreadsheet UI for ad hoc analysis without writing SQL.

Is the Slack connector secure and GDPR compliant?

Peliqan is SOC 2 Type II certified, GDPR compliant, and ISO 27001 certified. Slack credentials are stored encrypted at rest, all data transfers happen encrypted over TLS, and EU-resident data stays on EU infrastructure in the eu.peliqan.io region.

3 ways to get Slack data into a warehouse

Native Slack exports

  • Manual CSV exports from Slack reports
  • Row limits per export and no scheduled sync
  • No incremental updates, no schema management
  • Breaks when admins change schema
  • No two-way writeback

Custom code with the Slack API

  • Full control, but engineering-heavy to build
  • Must handle OAuth refresh and rate limits
  • Schema changes break pipelines silently
  • Ongoing maintenance burden on your team
  • Reverse ETL requires separate code

Slack on Peliqan

  • Managed connector, no code required
  • Incremental syncs, automatic schema evolution
  • Bidirectional writeback for reverse ETL
  • Built-in warehouse, BI, and AI in one platform
  • SOC 2 Type II, GDPR compliant, EU hosted

Request a Slack demo →

Ready to see all your company data in one place?

Connect Slack to the rest of your stack and build the reports, dashboards and AI workflows your team needs.