16 AI Workflow Automation Platforms for No-Code AI Workflows
In the current landscape, AI workflow automation tools are still maturing. They offer various customization features and plugins suitable for simple applications like creating social media content and generating images.
Key Features:
Support for custom plugins and large language models (LLM) to varying degrees.
Ability to set up workflows, similar to Robotic Process Automation (RPA) processes.
Availability of workflow templates, store templates, and plugin templates.
Among the available tools, some focus on comprehensive customization, while others are tailored for team collaboration. Here’s a detailed look at some notable tools, including traditional workflow systems for reference.
Comprehensive Customization
Microsoft Power Automate
Microsoft Power Automate offers the most comprehensive functionality, focusing on product and technical aspects. It connects local laptop RPA with cloud-based DPA, available in the paid version.
Power Automate is feature-rich without unnecessary complexities.
Dify / FastGPT
Currently, Dify provides the best experience among Chinese workflow products. FastGPT’s open-source version offers robust functionality, while Dify’s commercial version requires minimal customization.
Problems Solved:
Complex Logic Construction: Simplifies the creation of applications with complex logic using multi-step workflows.
Stability and Reproducibility: Enhances application stability and reproducibility by allowing precise control over each step’s logic and output.
Integration of Complex Business Logic: Facilitates the integration of AI functions with complex business logic without extensive custom coding.
SmythOS
SmythOS enables the creation of complex sales robots, as illustrated in the flowchart below, featuring global variables like {meeting_recap} and {company_size}.
It supports functions such as web scraping, email sending, and LLM integration, similar to mainstream platforms.
Coze
Currently, Coze offers basic functionality with poor user experience, possibly due to its free nature. Awaiting updates for significant improvements, especially in model upgrades and practical plugin implementation.
MindStudio
MindStudio supports custom LLMs, knowledge bases, and multiple plugins. It allows API generation for other platforms and usage tracking.
Templates Available:
Analyzing emotions from CSV files.
AI resume analysis.
Advertising and marketing creativity assistance.
Users can customize workflows or input goals for AI-generated workflows.
MindStudio’s LLMs are usage-based, with a $5 free credit for new users.
Yingdao & Zapier
Transitioning from traditional RPA, Yingdao is adding AI applications, similar to Zapier's integration with AI tools like ChatGPT and HeyGen.
With numerous mature plugins for domestic e-commerce and social platforms, Yingdao is more practical than many listed workflow products.
Zapier also includes AI functionalities such as video generation with HeyGen.
Reference Tools for Comparison
Some tools appear to offer limited functionality and are listed for reference.
Scriptit
Supports custom text and APIs with an AI conversation interface.
Leap
Currently supports a few plugins, primarily image-related, with simple customization options.
GPTAgent
Allows for simple custom workflow construction.
Mazaal
Offers simple applications like emotion analysis from photos and zero-shot text classification.
The interface resembles MindStudio, with model processing results on the right.
Actionize
Requires cross-platform operations.
Coflow
A niche product with simple workflow processes.
Office Scenarios
QuestFlow
Ranked 4th on Product Hunt, QuestFlow focuses on team collaboration workflows like email sending, meeting summaries, social media posting, and news collection.
QuestFlow offers limited templates, primarily for news collection, email translation, email collection, writing, and content generation.
QuestFlow has specific industry scenarios and commercial pricing at $8 per month for 250 automation executions.
Similar products for team workflows include Make and Nanonets, without AI models like Perplexity and GPT.
Bardeen
Automates tasks like summarizing Zoom meetings, writing emails, web scraping, and sending data to Slack or calendar reminders.
Levity
Automates tasks such as sending emails based on user information.
Traditional Workflow Systems
Bubble
A comprehensive software development platform using a drag-and-drop interface, primarily for website development, with support for AI through Microsoft Azure's OpenAI API.
Sterlo
Enables the creation of websites and apps, focusing on BI forms, CRM, and OEM management.
Similar products include Caspio.
达观RPA
Traditional AI workflow, useful for comparison with newer tools.
n8n
An open-source tool with both code and UI modes, though the interface is not very user-friendly.
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