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Create AI-powered bots that help your team work more efficiently by providing instant access to information, automating routine tasks, and streamlining internal workflows.

Why Internal Bots?

Instant Answers

Team members get immediate responses without waiting

Reduce Interruptions

Less context switching and interruptions for human teammates

Centralize Knowledge

One source of truth accessible via chat

Automate Tasks

Handle repetitive work automatically

Use Cases

Knowledge Base Bot

Answer team questions from internal documentation: What it does:
  • Searches company wiki, Notion, Confluence
  • Provides instant answers with sources
  • Available 24/7 for all time zones
  • Reduces “where can I find…” questions
Example:

IT Help Desk

First-line IT support via chat: Handles:
  • Password reset instructions
  • VPN setup guides
  • Software installation help
  • Common error troubleshooting
  • Escalates complex issues to IT
Example:

Onboarding Assistant

Help new hires get up to speed: Features:
  • Answer onboarding questions
  • Provide access to resources
  • Track onboarding progress
  • Connect new hires with team
Example:

Meeting Scheduler

Help schedule meetings across time zones: Capabilities:
  • Check calendar availability
  • Find meeting times
  • Send calendar invites
  • Handle time zone conversions
Implementation: Use Agent Loops with calendar API access to find availability and book meetings.

Code Review Helper

Assist with development workflows: Functions:
  • Explain code conventions
  • Link to relevant documentation
  • Check PR checklist items
  • Provide deployment instructions

Sales Assistant

Help sales team with quick information: Provides:
  • Product pricing
  • Feature comparisons
  • Case studies
  • Demo resources
  • Proposal templates

Platform: Slack

Slack is ideal for team assistants:

Channel Deployment

Deploy to specific channels:

Thread-Aware

Bot maintains context in threads:

Mentions

Require @mention to avoid noise:
Bot only responds when mentioned, keeping channels clean.

Configuration

System Prompt for Knowledge Bot

Integration with Internal Systems

Notion Integration:
Confluence Integration:
Google Drive:

Security and Privacy

Internal bots may access sensitive company information. Configure appropriate access controls and permissions.

Access Control

Workspace-Level:
  • Only accessible to company Slack workspace
  • Requires employee authentication
Channel-Level:
  • Different bots for different access levels
  • HR bot only in #people channel
  • Finance bot restricted to finance team
Data Filtering:

Audit Logging

Log all bot interactions:
Review logs for:
  • Security incidents
  • Misuse detection
  • Improvement opportunities

Advanced Features

Agent Loops for Tasks

Use Agent Loops for automated tasks: Daily Standups:
Weekly Reports:
Onboarding Automation:

Interactive Workflows

Use Slack interactive components (coming soon): Approval Workflows:
Forms:

Measuring Success

Best Practices

Start Narrow

Begin with one use case, expand based on success

Get Feedback

Regularly survey users for improvements

Keep Updated

Update knowledge base as company changes

Human Fallback

Always provide path to human help

Adoption Tips

Announce Properly:
Train Your Team:
  • Demo in all-hands meeting
  • Share example use cases
  • Create quick reference guide
  • Collect and share success stories
Iterate Based on Feedback:
  • Weekly review of conversations
  • Monthly feedback survey
  • Continuous prompt improvements
  • Expand capabilities over time

Example Implementations

Engineering Team Bot

HR Team Bot

Next Steps

Build Your Bot

Start with a simple knowledge bot

Slack Setup

Deploy to your workspace

Agent Loops

Automate recurring tasks