Best AI Agents & Automation Tools for Business

OpenAI Assistants API enables developers to build powerful AI assistants with persistent memory (threads), file search, code interpreter, and function calling. The foundation for production AI agents from the world's leading AI lab.

n8n is an extendable open-source workflow automation tool. Self-host for free with 400+ integrations, or use the cloud version. Add AI nodes with LangChain integration for powerful AI workflows.

Dify is an open-source platform for building and operating LLM-powered applications. Features a visual workflow builder, RAG pipeline, agent frameworks, model management, and observability tools. Self-host or use the cloud version for building AI products.

Botpress Cloud is a next-generation AI agent platform that combines a visual flow builder with GPT-native intelligence to create chatbots and autonomous agents that understand context, handle interruptions, and recover gracefully from unexpected inputs. Unlike traditional chatbot platforms, Botpress agents use LLMs as their reasoning engine, falling back to explicit flows only when needed. The platform supports knowledge base ingestion, API integrations, human handoff, and multi-channel deployment across web, WhatsApp, Telegram, and Slack. Botpress provides a generous free tier and has over 700,000 developers using its open-source and cloud offerings. It is used by companies ranging from startups to Fortune 500 enterprises.

Activepieces is an open-source business automation platform that serves as a self-hostable alternative to Zapier and Make, with built-in AI capabilities for automating workflows involving LLMs. It provides a drag-and-drop flow builder with 200+ pre-built integrations and AI pieces that connect to OpenAI, Anthropic, and other LLM providers. Teams can automate content generation, email triage, lead scoring, and data enrichment workflows with full control over their data by self-hosting. The platform supports TypeScript custom code pieces for extending functionality beyond built-in integrations. Activepieces is gaining rapid adoption among developers and privacy-conscious organizations that want automation without sending data to third-party SaaS platforms.

n8n is a fair-code workflow automation platform that combines traditional automation with AI agent capabilities. It offers 400+ integrations, visual workflow building, and the ability to create AI agents that use tools and make decisions.

Vertex AI Agent Builder lets enterprises build, deploy, and manage production-grade AI agents on Google Cloud. Includes grounding with Google Search, RAG, function calling, and multi-agent orchestration using Agent Development Kit.

Make is a powerful visual automation platform connecting 1500+ apps. Build complex multi-step workflows with AI steps, webhooks, and data transformations without writing code.

Google Vertex AI is a fully managed platform for building, deploying, and scaling ML models and AI applications. Features AutoML, custom training, Model Garden with 130+ models, and Gemini integration for enterprise AI workloads.

AgentOps is a developer platform for monitoring, debugging, and optimizing AI agent applications in production. It provides session replay, LLM cost tracking, error analysis, and performance dashboards for agents built with frameworks like AutoGen, CrewAI, LangChain, and custom Python code. Developers can replay any agent session step-by-step to understand why an agent failed or made unexpected decisions. AgentOps tracks every LLM call, tool use, and state change with nanosecond precision, making it possible to diagnose issues that are invisible in traditional logging systems. The platform integrates with a single decorator or SDK call, requiring minimal code changes to instrument existing agents.

Vertex AI Agent Builder is Google Cloud's platform for building and deploying enterprise-grade conversational AI agents and search experiences grounded in company data. It combines Dialogflow CX for multi-turn conversation design with Vertex AI Search for retrieval-augmented generation over internal documents and databases. Developers can build agents that answer questions from enterprise knowledge bases, complete transactions, and hand off to human agents using a visual conversation flow designer. The platform supports multi-channel deployment including web, mobile, voice, and contact center integrations. It provides enterprise security, data governance, and compliance features required by regulated industries.

Zapier AI Agents are autonomous AI workers that can browse the web, write code, and interact with thousands of apps to complete multi-step tasks without human supervision. Built on top of Zapier's existing automation infrastructure, these agents combine the power of large language models with access to 6,000+ app integrations. They can research leads, draft responses, update CRMs, send notifications, and perform complex workflows triggered by natural language instructions. Users define goals in plain English, and the agent determines the steps needed to accomplish them. The platform is ideal for business users who want AI automation without needing to write code.

Tray.io is an enterprise automation platform with embedded AI capabilities that enable sophisticated multi-step workflows connecting hundreds of cloud applications. Its AI Merlin assistant allows business users to build automations by describing what they want in natural language, which Tray translates into executable workflow logic. The platform handles enterprise-grade data volumes with guaranteed delivery, real-time monitoring, and error handling that consumer automation tools lack. Tray supports complex conditional logic, data transformations, API authentication patterns, and sub-flows that make it suitable for deeply integrated enterprise processes. It is used by data-driven companies like Intercom, Fivetran, and Udemy for their critical business automation needs.

LangChain is the leading framework for developing LLM-powered applications. It provides tools for prompt management, chains, agents, retrieval-augmented generation (RAG), and memory, with integrations for hundreds of AI services and data sources.

Activepieces is an open-source business automation tool that is a self-hostable alternative to Zapier. Features 200+ app integrations, AI steps powered by OpenAI and Anthropic, and a visual flow builder for teams who want control over their automation infrastructure.

Flowise is an open-source drag-and-drop tool for building LangChain-powered AI applications and agents. Self-host for free and create chatbots, Q&A systems, and AI agents visually.

AutoGen by Microsoft is an open-source framework for building LLM applications using multiple conversational agents that collaborate to solve tasks. Agents can use tools, execute code, and work together in customizable conversation patterns.

Azure OpenAI Service provides REST API access to OpenAI's GPT-4, DALL-E, and Whisper models within the Azure cloud with enterprise security, compliance, and private networking. Ideal for enterprises with existing Azure infrastructure.

Voiceflow is a platform for designing, prototyping, and deploying conversational AI agents. Used by teams to build customer-facing chatbots and voice assistants for any channel.

Amazon Bedrock provides access to leading foundation models from Anthropic, Cohere, Meta, Mistral, and Amazon via a unified API. Features RAG with Knowledge Bases, agents for multi-step tasks, and enterprise security within the AWS ecosystem.

Coze is a next-generation AI bot development platform from ByteDance that allows users to build, configure, and deploy AI bots with custom knowledge bases, plugins, and workflows without coding. Bots can be equipped with long-term memory, scheduled tasks, web search, image generation, and hundreds of plugins for services like Spotify, Google Maps, and GitHub. Coze bots can be deployed to Discord, Slack, Telegram, Twitter, and other platforms with a single click. The platform uses multiple LLM backends and provides generous free token quotas, making it particularly attractive for prototyping and small-scale deployments. It is widely used by developers and content creators building AI-powered applications.

CrewAI is a framework for building teams of AI agents that collaborate on complex tasks. Each agent has a specific role, tools, and expertise, allowing them to work together like a crew to accomplish goals that single agents cannot.

AutoGen Studio is a low-code interface built on top of Microsoft's AutoGen framework that allows users to visually design, configure, and test multi-agent AI workflows without writing Python code. Users can drag and drop agent components, define agent roles and skills, and wire them together to form collaborative agent teams that solve complex tasks. It supports human-in-the-loop interaction, tool use, code execution, and web browsing agents. AutoGen Studio is ideal for researchers and developers who want to prototype multi-agent systems quickly, and for business users exploring AI automation. The interface generates the underlying AutoGen Python configuration, making it easy to export and deploy in production.

Relay.app is a next-generation workflow automation tool that combines AI with human checkpoints. Build automations where AI handles data processing and content generation, while humans approve at critical decision points.

Dust lets teams build custom AI assistants connected to their internal knowledge bases, Google Drive, Notion, and GitHub. Deploy specialized AI agents for different departments with no coding required.

SuperAGI is an open-source autonomous AI agent framework for creating, managing, and running AI agents. Features agent marketplace, performance telemetry, and concurrent multi-agent execution.

Lindy creates AI employees that handle repetitive tasks like email triage, meeting scheduling, lead qualification, and customer support. No code needed — train Lindy with examples.

Respell is a no-code platform for building AI-powered workflows and automations for business teams. Connect data sources, LLMs, and actions in a visual canvas without any coding.

Anakin AI is a no-code platform to build AI-powered apps, workflows, and agents. Connect any LLM to your data and create internal tools, customer-facing apps, and automation pipelines without coding.

Fixie is a platform for building and deploying AI agents that can talk, hear, and act. Specializes in voice AI agents and multi-modal conversational agents with real-time voice synthesis and LLM integration.