Slack

By: WorkLLMSearch conversations, summarize threads, and automate updates from Slack directly through chat — without losing context across channels.

Access Controls

Security

Permissions

Overview

WorkLLM connects securely to Slack so teams can search conversations, summarize discussions, and retrieve shared knowledge directly from chat.

Instead of scrolling through long message threads or switching between channels, users can ask WorkLLM to surface relevant discussions, decisions, or shared resources instantly.

WorkLLM respects Slack workspace permissions and only accesses channels or conversations the connected user is allowed to view. This ensures teams can safely use AI to interact with communication data while maintaining full visibility and control.

Features

Slack Conversation Search

Find relevant Slack messages, threads, or discussions instantly using natural language prompts.

Thread Summaries

Generate quick summaries of long Slack threads to understand decisions and context faster.

Channel Activity Insights

Get summaries of recent discussions, updates, or key topics happening in Slack channels.

Message Context Retrieval

Pull relevant conversation history to understand decisions, tasks, or shared information.

Cross-Channel Knowledge Search

Search across multiple Slack channels to find important information or past discussions.

AI Discussion Assistant

Use WorkLLM to analyze conversations and surface insights from team communications.

Use Cases with examples

Slack - Send Messages | WorkLLM

Send Messages to Channels Instantly

Notify teams or share updates directly from chat using @Slack send a message to #general confirming the infrastructure budget update - Without opening Slack.

Slack - Reach Right People | WorkLLM

Reach the Right People Without Switching Tools

Quickly message teammates or stakeholders using @Slack send a message to Alex about reviewing the latest budget proposal—no need to open Slack.

Slack - Find Conversations | WorkLLM

Find Important Conversations Fast in Slack

Locate past discussions with @Slack find messages from Alex about the budget proposal, helping you recover context in seconds.

Slack - Search Team Updates | WorkLLM

Search Team Updates Across Channels

Pull relevant updates or decisions using @Slack find messages about infrastructure budget changes, so nothing gets lost in long threads.

FAQs

WorkLLM can search conversations, summarize threads, analyze discussions, and retrieve important information shared in Slack channels — all using natural language prompts.

WorkLLM can only access channels where the WorkLLM bot has been added. If the bot is not added to a channel, it cannot read or access messages from that channel.

No. WorkLLM can only read messages from channels where the bot is present and only when a user requests information through a query.

No. WorkLLM does not automatically post or modify Slack messages. It only retrieves and analyzes conversations unless a user explicitly asks it to send a message.

WorkLLM may temporarily process Slack conversations to generate summaries or insights. However, the data remains scoped to your workspace and is not used to train models or shared with other customers.

Data & Permissions

WorkLLM connects to Slack using only the permissions required to access conversation data.

Typical permissions include:

  • Read messages from channels and threads the user has access to
  • Retrieve message metadata such as timestamps and participants
  • Access shared links or files referenced in conversations
  • Analyze conversation content for summaries or insights

How Data Is Used

When you run a Slack command:

  • Relevant messages or threads are retrieved securely from Slack
  • Conversation content is analyzed to generate summaries, answers, or insights
  • The result is returned in your WorkLLM workspace chat
  • WorkLLM does not modify Slack messages or post content unless explicitly instructed.

Security Deep Dive

  • Secure authentication using Slack OAuth
  • Actions performed using your Slack user permissions
  • WorkLLM cannot access channels you cannot view
  • No destructive actions such as deleting messages or channels
  • Access tokens can be revoked anytime from Slack or WorkLLM

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