Runbear :Custom ChatGPT for your Slack, Teams, HubSpot, and more!

 What Is Runbear?

Runbear is a no-code platform for building AI teammates that integrate directly into your existing collaboration tools such as Slack, Microsoft Teams, Discord, HubSpot, and Zendesk . Users can create and train AI agents in minutes—just like onboarding a new hire—to assist with routine tasks, answer questions, follow up on requests, and automate workflows.

Key Features

1. No-Code, Fast Deployment
   Set up AI agents in just 10 minutes with no need for flowcharts or coding.

2. Cross-Platform Native Integration
   Works seamlessly inside Slack, Teams, Discord, and more—AI replies and interacts directly in your team’s chat environment.

3. Task Suggestion Engine
   Runbear analyzes your team’s conversations and suggests tasks that AI can take over—like reminders, summaries, follow-ups.

4. Context-Aware Conversation Joiners
   AI agents intelligently join ongoing conversations based on context, documents, or historical questions.

5. 2700+ App Integrations
   Built-in support for tools like Google Drive, Notion, Salesforce, and Airtable—AI can pull or update data automatically.

6. Developer Playground for Testing
   The new Playground feature allows testing agent behaviors in the browser before deploying them to production.

7. Enterprise-Ready Controls
   Includes dedicated workspace integrations, permission controls, SLA support, SSO, and SOC‑2 compliance.

How It Works 

• Natural Language Understanding (NLU): Built on GPT, Claude, and other LLMs to deeply understand conversations and context.

• Model Context Protocol (MCP): Think of it as “USB‑C for AI”—Runbear uses MCP to plug AI into any workflow or platform.

• Auto-Learning from Knowledge Sources: Agents learn from Slack threads, documents, and user feedback to improve over time.

• Workflow Engine Integration: Connects with tools like Zapier and third-party APIs to orchestrate business operations directly from chat.

Project Address

• Official Website: https://runbear.io

• GitHub: runbear-io

Application Scenarios

1. Team Collaboration Booster
   AI monitors team conversations and answers FAQs on policy, HR, and workflow.

2. Sales & Customer Support Automation
   Paired with CRMs like HubSpot or Zendesk, AI agents can follow up leads or handle repeat questions automatically.

3. KPI & Reporting Assistant
   Fetches and summarizes reports from Notion, Excel, etc., and delivers them via chat.

4. Engineering Workflow Coach
   Monitors GitHub, Jira, and assists engineers with updates, code review reminders, and weekly reporting.

5. Meeting & Content Summarizer
   Prepares agendas, summarizes chat threads or articles, and aids with knowledge reuse.

6. Enterprise Security & Compliance
   SOC‑2 compliant with role-based permissions, suitable for regulated teams.