Fleece AI - Product screenshot

Overview

How Fleece AI Works

Fleece AI enables teams to deploy autonomous AI agents that operate across a wide range of business applications. Users delegate tasks in plain language, and the platform orchestrates a team of AI agents to execute complex workflows without requiring code or API keys. These agents connect to over 3,000 applications, and can even interact with services on the open web if an integration isn't natively available.

Key Capabilities

  • Self-Organizing AI Teams: The system supports a hierarchical structure where a manager agent can delegate tasks to specialist sub-agents, ensuring efficient task distribution and problem-solving. When a sub-agent underperforms, its manager can automatically rewrite instructions.
  • Real-time Oversight: Users maintain control through real-time monitoring boards, allowing them to watch work in progress, approve critical decisions, and audit every step of an agent's execution.
  • Continuous Improvement: Agents continuously learn and improve overnight by analyzing past mistakes, proposing explainable changes to their instructions for human review and approval. This allows for continuous optimization of automated processes.
  • Teach by Demonstration: The platform offers a "Teach" feature, where users can demonstrate a task once, and the AI converts the observation and explanation into a reusable skill.

This approach is designed to automate repetitive business processes across various departments, including sales, marketing, customer support, finance, and operations, by providing an AI workforce that works 24/7.

Key features

  • Deploy autonomous AI agents
  • 3,000+ app integrations
  • Self-organizing AI teams
  • Real-time task monitoring board
  • Human approval gates for critical actions
  • Nightly self-improvement for agents
  • Teach agents by demonstration
  • Multi-model support (Claude, Mistral, GLM)

Who uses it

Teams at startups, small businesses, and enterprises looking to automate repetitive tasks across various departments like sales, marketing, customer support, operations, and finance.

Pros

  • Autonomous AI agents execute tasks across 3,000+ apps.
  • Supports self-organizing AI teams for complex goals.
  • Agents continuously improve themselves overnight.
  • Human approval gates ensure control over critical actions.
  • No-code setup with plain language delegation.

Cons

  • Requires credit card for the 4-day free trial.
  • On-premise deployment is exclusive to Enterprise plans.
  • Advanced features like self-improvement autopilot are limited to higher-tier plans.
  • The "Teach" feature requires initial human demonstration.

Summary

Fleece AI provides a robust platform for automating business workflows through autonomous AI agents, offering significant control and oversight. Its ability to integrate with a vast array of applications and continuously learn makes it a powerful tool for operational efficiency.

Pros, cons, and summary are generated automatically with AI to help discovery. They may be incomplete or outdated. They are not a human review, ranking, or endorsement by ToolsGrid. Always check the tool's official website before you buy or sign up.

Pricing plans

Starter

$53/month

  • 5 active agents
  • 10 active flows
  • 2,000 credits/month
  • 20+ essential integrations
  • Claude Sonnet 5.5 (default), Claude Haiku 5.5 & Mistral Medium 3.5
  • Custom skills & knowledge files
  • 30-day execution history
  • Email support
  • Heartbeat scheduling (3 scheduled agents)

Pro

$107/month

  • 10 active agents
  • 25 active flows
  • 8,000 credits/month
  • 1,000+ integrations
  • Claude Sonnet 5.5 & Haiku 5.5, Mistral Medium 3.5 & GLM 5.3 · EU
  • Heartbeat scheduling (10 scheduled agents)
  • Sandboxed code execution
  • 60-day execution history
  • Up to 3 accounts per integration
  • Priority support (4h SLA)
  • API access (REST, 5 keys)
  • 10 webhook triggers & 10 connected external agents
  • Self-improving agents (proposals to review)

Business

$215/month

  • 25 active agents
  • 50 active flows
  • 20,000 credits/month
  • 3,000+ integrations
  • Claude Opus 5.5/4.8, Claude Sonnet 5.5 & Haiku 5.5
  • Dedicated support (1h SLA)
  • 90-day execution history
  • Up to 10 accounts per integration
  • Self-improvement autopilot (auto-apply)
  • 1:1 Setup Express included
  • Early access to new features
  • API access (REST, 10 keys)
  • 50 webhook triggers & 25 connected external agents

Enterprise

Custom

  • Everything in Business
  • Unlimited executions
  • Unlimited integrations
  • SSO & SAML authentication
  • SOC 2 Type II (in progress)
  • Dedicated account manager
  • Custom SLA
  • On-premise deployment option
  • Bulk seat licensing
  • 1:1 Setup Express included
  • Latest frontier models — Claude Fable 5.1 & Claude Opus 5.5
  • 365-day execution history

Pricing details are provided for reference and may differ from the vendor's current plans.

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