Collaborative AI Tools

From personalized AI configurations to fully autonomous agents — explore our vision for collaborative AI tools

Why AI Agents in Mantle Chat Are Powerful

1. Use Different Model

Different tasks need different AI capabilities:

  • Technical precision (GPT-4o)
  • Empathetic communication (Claude)
  • Structured analysis (Gemini)

Switch models based on what you're doing.

2. Build Alone or with Team

Start personal, scale when ready:

  • Create agents for your workflow
  • Share proven configurations with team
  • One Pro subscription covers whole workspace
  • Everyone participates, everyone benefits

3. Private or Collaborative

Flexible control:

  • Personal agents for individual work
  • Shared agents for team projects
  • Organize in folders by project/client
  • Use in solo conversations or team channels

Use Cases

See how teams are using AI Agents to solve everyday workflow challenges

Group Travel Coordinator

Challenge: Planning family, friends, or work trips involves coordinating schedules, preferences, and budgets across multiple people—all scattered in different conversations.

Solution with AI Agents:

  • Create a shared workspace with a "Group Travel Planner" agent
  • Upload group preferences, dietary restrictions, and past trip notes to the workspace knowledge base
  • Everyone in the group can chat with the agent, which remembers all preferences and previous discussions
  • Generate itineraries that respect everyone's needs without repeating context

Update your CV

Challenge: Updating your CV for different job applications takes time—tailoring experience descriptions, adjusting tone, and highlighting relevant skills for each role.

Solution with AI Agents:

  • Create a "CV Agent" that knows your full work history, skills, and achievements
  • Paste a job description—get tailored bullet points that match the role's requirements
  • Generate cover letters and application responses that stay consistent with your experience

PM Communication Hub for Multiple Projects

Challenge: As a PM managing one project with team members who speak different "languages" (engineering, design, business), you lack a unified way to communicate updates and translate requirements.

Solution with AI Agents:

  • Build agents like "Technical Translator" (requirements → eng specs), "Design Brief Generator" (business goals → design briefs)
  • Each agent understands your project context and team communication patterns
  • Spend less time rewriting updates, more time on strategic PM work

Unified Knowledge Base for Distributed Teams

Challenge: Your team works on different projects but keeps rediscovering the same solutions. People don't know what others have already figured out because knowledge is scattered across Slack chats and individual docs.

Solution with AI Agents:

  • Create a shared workspace with a "Team Knowledge Agent"
  • Upload past project docs, technical decisions, and lessons learned to the shared knowledge base
  • Anyone can ask "Has anyone solved X before?" and get relevant past solutions
  • Stop reinventing the wheel—build on what the team already knows

Marketing & Creative Agency Agent

Challenge: Your marketing agency juggles 10+ clients, each with unique brand voices, campaign calendars, and reporting requirements. Team members spend hours on repetitive tasks—weekly reports, social media scheduling, campaign briefs—instead of strategic creative work.

Solution with AI Agents:

  • Create client-specific agents: "TechStartup X Campaign Manager," "Restaurant Y Social Planner," "E-commerce Z Performance Reporter"—each trained on that client's brand guidelines and past work
  • Generate weekly performance reports in 2 minutes instead of 2 hours—pulling metrics, applying client templates, and drafting executive summaries automatically
  • Draft creative briefs, social media calendars, and ad copy variations that match each client's tone, audience, and campaign objectives
  • Reclaim 15+ hours per week across your team for high-value work: strategy sessions, creative brainstorming, and client relationship building

Content Creator Multi-Platform Manager

Challenge: You create content for multiple platforms (YouTube, blog, newsletter, social media), each requiring different formats, tones, and lengths—but your core message stays the same.

Solution with AI Agents:

  • Create platform-specific agents: "YouTube Script Writer," "Newsletter Editor," "Twitter Chat Creator"
  • Each agent knows your voice, style guides, and platform-specific best practices
  • Repurpose one piece of content across all platforms without starting from scratch each time
  • Maintain consistent messaging while adapting format for each audience

From AI Agents to Autonomous Agents

Our journey from persistent AI configurations to fully autonomous AI tools

Workspace Context

  • Custom instructions per workspace
  • File attachments and knowledge base
  • Workspace-wide AI configuration
Done - Q4 2025

AI Agents Beta

  • Workspace and account-level agents
  • Team collaboration and sharing
  • Knowledge base per agent
  • Multi-model configuration
Learn more about the Beta →

Workspace Context - Updated

  • New feature: Add links to context and more
  • Updated interface based on feedback
Planned - Q1 2026

Public Marketplace - Beta

  • Public place to share your agents
  • Create, fork and work together
Planned - Q2 2026

AI Agents - Enhanced

  • Community-level public agents
  • Mention AI Agents in Chats and Channels
  • Updated interface based on feedback
  • Improved workflows and automation
Planned - Q2 2026

AI Agents Beta

  • Autonomous workflow execution
  • Schedule and webhook triggers
  • Advanced RAG & MCP tools
  • Visual agent builder
Planned - Q3 2026

Public Marketplace - Updated

  • Updated interface based on feedback
  • Improved discovery and search
Planned - Q3 2026

AI Agents - with Integrations

  • n8n Integration
  • Connect to automation workflows
  • Scheduled agents
  • Event-driven responses
Planned - Q4 2026

Public Marketplace - V2

"Hub for AI Agents"

  • Community agent marketplace
  • Community agents marketplace
  • Rating and review system
Planned - Q2 2027

AI Agents vs. Autonomous Agents: What's the Difference?

AI Agents (Available Now)

Follow instructions - Respond to your prompts within conversations

Consistent expertise - Maintain specialized knowledge and behavior

User-guided - You ask, agent responds with context

Tools to help you with routine work

AI Agents (Coming Soon)

Take autonomous actions - Execute workflows without constant input

Multi-step processes - Chain actions together automatically

Event-driven - Triggered by schedules, webhooks, or data changes

Automated tools to help you with routine work

Ready to Get Started?

Join our beta program and be among the first to experience collaborative AI Agents.

Join the Beta Program