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A Guide to Leading Agentic AI Tools

The market offers a diverse ecosystem of Agentic AI and automation platforms, each with unique strengths. Here’s an overview of the key tools, we use to develop your agentic AI tools.

1. Comprehensive Workflow Automation Platforms

These tools serve as the central hub for connecting apps and building automated workflows, now supercharged with AI agents.

  • n8n.io: Geared towards technical teams, n8n offers a unique blend of a visual editor and the option to add custom JavaScript or Python code. It emphasizes flexibility and control, allowing users to build multi-agent systems, integrate over 500 apps, and self-host for data security. Its philosophy is about combining AI with pre-defined logic and human-in-the-loop steps to maintain control over outputs. This is our primary agentic AI automation, so advanced we self-host this open-source software.

  • Make.com: A visual-first, no-code platform that focuses on the real-time orchestration of AI agents and automations. Its “Make Grid” provides a live map of all automations, offering transparency and control. It is designed to help users move from optimizing single processes to managing AI agents that unlock value across the entire business.

  • Zapier: Positions itself as the easiest place to automate work with AI, serving over 1 million companies. It excels at connecting top AI models like ChatGPT and Claude to thousands of everyday business apps. Zapier’s AI agents can suggest optimizations, auto-resolve errors, and create automations through natural language, making it a highly accessible entry point.

2. Specialized and Emerging Agentic Tools

This category includes platforms focused on specific aspects of agency, from web interaction to application building.

  • Replay.app (Builder): This tool takes a unique approach by allowing users to build fully functional, customizable web applications in minutes using AI. It starts with a working app (like an issue tracker or team wiki) and provides built-in connectors for AI, databases, SMS, and file storage. It’s ideal for teams needing to quickly spin up internal tools without developer resources.

  • Agentic Platforms from Security & Research Firms: The landscape includes many powerful specialized tools. For example, Adept AI trains models to use software by watching screen interactions, making it useful for legacy systems. AskUI uses computer vision to automate any application UI, while CrewAI is an open-source framework for building collaborative multi-agent systems.

3. Ecosystem-Integrated AI Studios

These are agent-builders deeply embedded within major software ecosystems, lowering the barrier to creation.

  • Google AI Studio (Google Workspace Studio): This platform allows anyone within an organization to create, manage, and share AI agents directly inside Google Workspace (Gmail, Drive, Docs, etc.) using natural language. Powered by Gemini, these agents can reason through complex tasks like triaging legal notices or managing travel requests. It democratizes agent creation by removing the need for coding, putting the power in the hands of the employees who know the processes best.