The 10 best AI automation tools In 2025
You’ve likely noticed there are a few different types of tools that let you harness AI in various ways. Our guide breaks down the top 10 AI automation tools, helping you find the best fit for your needs—whether you're a solopreneur or an enterprise looking to scale.
Jacob Bank
Founder/CEO at Relay.app
Take your workflow automation to the next level with AI
If you’ve been following the AI boom, you’ve likely noticed there are a few different types of tools that let you harness artificial intelligence in various ways. Some of them (like ChatGPT or Claude) are chatbots that you can have conversations with, do research, and get on-demand answers. Others are in-product copilots, like GitHub Copilot or Notion AI, that help you complete tasks within a product faster. But the most exciting category, in our view, is the budding new class of AI automation tools. They work on your behalf as you sleep and take care of all of the mundane, repetitive tasks in your business.
But there are lots of them! And what’s more — new categories are already emerging within this group of tools. So we wrote this guide to dive into the ten best, grouped by primary use case, to help you choose the one that’s right for you. Whether you're a business owner looking to simplify your operations or an enterprise team aiming to scale your processes, chances are you’re going to want to use at least one of these tools.
We'll start with a brief overview of what to look for in an AI automation tool, then walk through how to evaluate the emergent categories in this space, and finally dive into our top tool picks.
TL;DR
Here's a quick summary of the complete list we'll be walking through:
AI-integrated workflow automation tools
1. Relay.app: The most modern and easiest-to-use AI-integrated workflow automation tool with the best support for AI and human-in-the-loop workflows.
2. Zapier: The largest integration provider with over 7,000+ connected apps, offering select AI model integrations for enhanced workflow automation.
3. Gumloop: A powerful AI-first platform for automating complex, data-intensive workflows, such as SEO blog post generation and invoice processing.
AI agent platforms
4. Lindy: A versatile AI agent platform enabling the automation of human-like business processes across various functions.
5. Respell: A customizable AI agent platform with a sales and marketing focus, supporting workflows like web research and content creation.
Browser-based assistants
6. Bardeen: An AI-powered browser extension designed to automate repetitive browser tasks, from web scraping to data entry.
7. Magical: A lightweight AI assistant that automates data entry and messaging across multiple platforms directly from your browser.
Enterprise tools for knowledge management
8. Cassidy: An AI-powered tool for creating custom knowledge-based assistants and simple workflows to streamline processes like customer support and sales.
9. Stack AI: An enterprise-focused platform for retrieval augmented generation (RAG) workflows, automating knowledge base interactions and document analysis.
10. Taskade: An AI-enhanced collaboration tool that automates project management and team workflows across shared workspaces.
How I evaluated these platforms
The main goal of an AI automation tool is to save you and your team time, money, and increase your productivity — but you have to pick the tool that’s the right match for your use case and has all of the capabilities you need.
Let's quickly outline what makes a great AI automation tool:
Ease of use: A Ph.D. in computer science or an encyclopedic user manual isn’t needed to start building powerful, automated workflows.
AI capabilities: Advanced AI features like natural language editing and automated web browsing are native to the platform, and you can easily switch between multiple different models.
Integrations: Connections to your existing tools and platforms are a breeze and new integrations are consistently being added.
Customization: It’s flexible enough to handle more niche, specific use cases for your business without hacky workarounds, for example, by incorporating your internal knowledge base.
Scalability: Grows with your company. You won’t have to jump to a new platform in a few months or years as your task volume increases or you add more members to your team.
Cost: Doesn’t break the bank to automate all of your tasks and workflows.
Not every AI automation tool will check all the boxes in this list, but these bullets provide a helpful high-level framework for evaluating these tools.
In addition to these general requirements, new categories are emerging within this space that cater to specific business needs.
The right category of tool for you depends on your specific automation needs, the scale of your operations, and your team's technical capabilities. Let’s dive into each category briefly.
🔀 AI-integrated workflow automation tools
These no-code tools are designed to connect a wide range of apps and automate complex workflows at scale — with AI capabilities available at every step. You might already be familiar with tools like Zapier and Make, but there are a host of new workflow builders developed with AI at their core that expand the definition of what’s possible with no-code workflow automation.
Unlike standalone AI tools, which focus on specific verticals, industries, and tasks, AI-integrated workflow automation tools offer a more comprehensive and flexible option.
You might want to look for a tool in this category if:
Seamless integrations are important to your business and you want to seamlessly connect a wide range of apps
You’re looking to automate complex workflows and need a more comprehensive and flexible option compared to more narrow-focused AI solutions
Having robust, advanced AI actions powered by a library of the top AI models, which you can easily swap in and out, is needed
Automation at scale is important — you’re looking to streamline a high volume of tasks and workflows
🧑💼 AI agent platforms
AI agent platforms let you create intelligent assistants that can autonomously complete tasks, make decisions, and interact with various systems on your behalf. Unlike traditional automation platforms, which are task- and rule-based, AI agent platforms are built to handle ongoing, adaptive processes that require continuous learning, complex reasoning, and human-like tasks.
They are ideal for businesses that want to delegate entire processes or interactions to an AI agent rather than relying primarily on rule-based automations.
You might want to look for a tool in this category if:
You need an AI-powered agent that can autonomously make decisions and take actions without constant human oversight
You want to integrate AI into more ambiguous workflows where adaptability and dynamic responses are helpful
You're looking to enhance customer engagement, sales, or virtual assistant tasks where AI agents capable of learning and improving over time are valuable
🌐 Browser-based AI assistants
Browser-based assistants are AI-powered tools that live within your web browser and help automate tasks across your open tabs. These assistants allow you to streamline repetitive actions, data entry, and other simple task-based automations without switching between different applications.
They are especially useful if you want to automate tasks like filling out forms, extracting data, or writing communication without leaving your web browsing experience.
You might want to look for a tool in this category if:
You spend a lot of time copying/pasting data across tabs in your browser and need to automate tasks like data entry or collection
You're looking for a simple, lightweight solution that integrates with your browsing experience without heavy setup or extensive app integration
You need real-time AI-powered assistance for tasks like scraping data, writing emails, or updating applications
📚 Enterprise knowledge management tools
Enterprise knowledge management tools are designed to help you efficiently organize, retrieve, and leverage critical information across various data sources.
Unlike traditional knowledge management systems that rely on manual input and static information repositories, AI-powered knowledge management tools continuously update and intelligently process information from your data sources, making it easier for your teams to harness your business’s most relevant data in real time.
These tools are ideal for teams managing complex information workflows across departments.
You might want to look for a tool in this category if:
You need to centralize your organization's knowledge and make it easily accessible to all team members
You want to automate the discovery, categorization, and retrieval of information without relying on manual processes
You're looking to improve collaboration and decision-making by ensuring that the most accurate and up-to-date information is always available
You need to streamline information management at scale, especially for teams or enterprises handling large volumes of data and documentation
Now that you have a better understanding of the AI automation landscape, let's dive into our list of the 10 best AI automation tools of 2025.
The 10 best AI automation tools of 2025
Relay.app
Relay.app stands out because it is incredibly **easy to use. **Non-technical users that have struggled with tools like Zapier and Make.com can create AI agents in minutes. To create agents in Relay.app, all you need to do is explain what you want in plain language, and Relay.app will create the agentic workflow for you. This model combines the ease-of-use of chat with the predictability and reliability of workflows. Relay.app also has the strongest **human-in-the-loop **features that keep you in control and ensure that you can trust the work of your agents.
✅ Pros
Ease of use for all types of users to create their own AI agents with a simple chat experience.
Visual workflow representation that gives you confidence in how your AI agent will work on tasks.
Human-in-the-loop features for reviewing or approving actions, so you maintain control over what the AI does.
Built-in AI credits and model integration – use OpenAI, Anthropic, Gemini and more, without manual API keys.
❌ Cons
Integration library still growing – as a newer platform, it may not yet have every app integration that incumbents like Zapier offer.
💰 Pricing
Free Tier: Yes – includes 200 automation steps and 500 AI credits per month.
Professional: $19/month billed annually (generous for single users or small teams).
Team: $69/month billed annually (higher capacity and collaboration).
Enterprise: Custom pricing for large organizations.
Takeaway
If Relay.app supports the integrations you need, it should be your first choice for building AI agents. Users praise its exceptionally easy UI and smooth experience, which is why Relay is often highlighted as the easiest-to-use AI agent builder for beginners.
Zapier
Zapier is a very well-known automation tool (the "OG" of no-code workflows) that has significantly expanded its AI capabilities. Traditionally, Zapier connects your apps: "When X happens in app A, do Y in app B." Now, Zapier offers dedicated AI Agents, AI Chatbots, Canvas (for visually designing automation systems), and MCP (Model Context Protocol) for connecting AI tools to its ecosystem. Zapier isn't an AI-specialized platform like some others here, but its strength is the 8,000+ app integrations it supports. This means you can trigger AI agents based on almost any event (new email, form submission, CRM update—you name it) and then have the AI perform an action or generate content as part of the workflow. Use cases: e.g., automatically summarize every new support ticket with GPT and post it to Slack, or generate a draft email reply when a lead comes in, etc., all using Zapier's workflow editor.
✅ Pros
Massive integration ecosystem: Zapier connects with over 8,000 apps, so your AI agent can interact with nearly any tool your business uses — unmatched in the industry.
Mature product and platform: Zapier has a reputation for dependable execution of workflows and extensive documentation + community support.
Extensive template library: Thousands of pre-built Zap templates (including many with AI) to get you started quickly.
Expanding AI toolkit: Now offers dedicated AI Agents, Chatbots, Canvas, and MCP support alongside its core automation platform.
❌ Cons
AI agent capabilities not as advanced: Zapier's AI features are still maturing compared to specialized AI agent builders.
More difficult to evolve an older product: Zapier's legacy as an if-this-then-that tool can make it harder to match the ease of use that cutting-edge AI demands.
Fragmented pricing for AI features: AI Agents and Chatbots are separate paid add-ons on top of the base platform, which adds complexity and cost.
💰 Pricing
Free Tier: Yes – 100 tasks/month with two-step Zaps, plus Tables and Forms included.
Professional: Starting from $19.99/month (billed annually) – multi-step Zaps, unlimited premium apps.
Team: Starting from $69/month (billed annually) – 25 users, shared Zaps, SAML SSO.
Enterprise: Custom pricing – unlimited users, advanced admin controls, observability.
AI Agents add-on: Free (400 activities/mo) or Pro ($33.33/mo for 1,500 activities).
Chatbots add-on: Free (2 chatbots) or Pro ($13.33/mo for 5 chatbots).
Takeaway
If you already use Zapier for automation, it's a natural step to experiment with its AI features. It's best for scenarios where connecting different apps is the priority, and AI just plays one part in the workflow. It's a safe choice if you use niche tools that aren't covered by other platforms in this category.
Gumloop
Gumloop is a no-code AI automation platform where you drag, drop, and connect modular components ("nodes") on a visual canvas to build sophisticated workflows. With 130+ native nodes spanning app integrations, AI models, and data processing, Gumloop lets you chain together multi-step automations for marketing, sales, operations, engineering, and support. It includes built-in access to multiple AI models (OpenAI, Anthropic, Gemini, and more) under a single subscription with no per-model fees, plus features like AI routing, MCP nodes, and a "Prompt to Create" builder. Used by companies like Instacart, Webflow, and Shopify, Gumloop is enterprise-ready with SOC 2 and GDPR compliance, VPC deployments, and role-based access controls.
✅ Pros
**130+ native nodes: **Extensive library of pre-built components for AI tasks, data processing, and app integrations.
All AI models under one subscription: Access OpenAI, Anthropic, Gemini, and more with no per-model fees or add-ons.
**Advanced workflow logic: **Supports branching, loops, AI routing, MCP nodes, and subflows for complex automations.
Enterprise-ready: SOC 2, GDPR compliance, VPC deployments, RBAC, and audit logging included.
❌ Cons
**Steeper learning curve: **The visual canvas is powerful but takes more time to master than simpler chat-based tools.
More complex setup: Initial workflow creation requires careful planning — not as plug-and-play as lighter alternatives.
Requires some technical mindset: Even though it's no-code, understanding programming logic helps you use it effectively.
💰 Pricing
**Free Tier: **Yes – 2k credits/month, 1 seat, 1 active trigger, 2 concurrent runs.
Solo: $37/month – 10k+ credits, unlimited triggers, 4 concurrent runs, BYOK support.
**Team: **$244/month – 60k+ credits, 10 seats, 5 concurrent runs, unlimited workspaces, dedicated Slack support.
**Enterprise: **Custom pricing – RBAC, SCIM/SAML, audit logs, VPC, AI model access control, and more.
Takeaway
Gumloop is a strong option for teams that want to build detailed, multi-step AI workflows using a visual canvas. Its 130+ nodes and multi-model AI support give it real depth for complex use cases. That said, the node-based builder requires more planning and technical thinking than chat-based alternatives like Relay.app, which lets you create AI agents simply by describing what you want in plain language.
AI agent platforms
Lindy
Lindy.ai is an AI personal assistant designed to proactively manage your inbox, meetings, and calendar so you can focus on higher-value work. Rather than a workflow builder, Lindy operates as an always-on executive assistant you interact with primarily via iMessage or SMS — you text it requests, and it handles tasks like drafting emails, scheduling meetings, prepping you before calls, and triaging your inbox. It connects with hundreds of integrations (Gmail, Outlook, Google Calendar, Slack, Notion, and more) and learns your communication style and preferences over time. Lindy emphasizes privacy-first design with GDPR, SOC 2, HIPAA, and PIPEDA compliance, and claims to never sell data or use it to train AI models. Trusted by 40,000+ professionals, it's positioned as a replacement for a human executive assistant at a fraction of the cost.
✅ Pros
Proactive assistant: Lindy surfaces important context, preps meetings, and flags things before you have to ask — not just reactive to commands.
iMessage/SMS interface: Works anywhere you can text, 24/7 — no need to open a separate app or dashboard.
Learns your style over time: Adapts to your writing voice, priorities, and preferences through ongoing feedback and usage.
Enterprise-grade security: GDPR, SOC 2, HIPAA, and PIPEDA compliant with encryption and no data used for model training.
❌ Cons
Not a workflow automation builder: Lindy is a personal assistant, not a platform for creating custom multi-step automations or AI agents like Relay.app.
No free tier: Only a 7-day free trial — no ongoing free plan for light users to get started.
Text-first interaction model: The iMessage/SMS-centric experience may feel limiting for users who prefer visual workflows or dashboards.
Limited team customization: Individual-focused product; team and enterprise features require contacting sales.
💰 Pricing
Plus: $49.99/month — iMessage access 24/7, inbox management, email drafting, meeting scheduling/prep/follow-up, meeting recording and notes, learns your style, hundreds of integrations.
Pro: $59.99/month (save 17% with annual) — email triage and drafting, meeting notes, meeting scheduling, ad-hoc tasks.
Enterprise: Custom pricing — everything in Pro, expanded usage, team settings, SSO/SCIM/audit logs, HIPAA compliant with signed BAA, dedicated support and onboarding.
Free Trial: 7 days, full access, cancel anytime.
Takeaway
Lindy.ai is a polished AI personal assistant that excels at inbox and calendar management for busy professionals. If you want an always-on executive assistant you can text, it's a compelling option. However, if you need to build custom AI agents or multi-step automations that connect your tools in flexible ways, Lindy isn't designed for that — a platform like Relay.app gives you far more control over how your AI workflows run, with visual workflow building, human-in-the-loop approvals, and the ability to create agents tailored to your exact processes.
Respell
⭐ G2: No reviews
🏆 Best for: Agentic sales and marketing use cases like web research, lead qualification, and generating social posts and blogs
🔬 Free Tier: Includes 1 builder license and 125 tasks per month.
Respell is an agentic AI workflow platform designed to make it easier for businesses and individuals to create custom AI-powered workflows, known as "Spells," in an easy-to-use interface.
Due to its focus on agentic research and data enrichment workflows, it’s a powerful tool for sales, marketing, and HR teams looking to automate workflows like web research, social media post creation, and CRM data enrichment.
Pros
✅ Pre-built AI actions, including extracting data, summarizing content, web browsing, and more
✅ Easily switch between multiple AI model providers within the same automation step
✅ Includes native AI actions, which don’t require you to connect your OpenAI/Anthropic API account — with credits to test AI actions in the free tier plan
✅ Extensive library of workflow templates focused on sales, marketing, and content workflows, like transforming blog posts into social media posts
✅ Human-in-the-loop steps to add manual reviews or data inputs into AI-driven workflows
Cons
❌ Less advanced workflow logic than competitors
❌ Less integrations than other tools, with most app integrations in the sales, marketing, and customer experience verticals
Pricing
The below plans from Respell are billed annually:
1. Starter: $14.99 per month. For power users who need advanced automations. Expands to 3 builder licenses and 750 tasks per month.
2. Pro: $49.99 per month. For teams building AI automations across the organization. Increase to unlimited builder licenses and 2,000 tasks per month.
3. Business: Custom pricing. For companies with high-volume workflows. Provides unlimited builder licenses and uncapped tasks per month.
Browser-based AI assistants
Bardeen
🏆 Best for: Automating workflows from browser actions, like scraping unstructured data from a website article and storing it in a Google Sheet
🔬 Free Tier: Includes unlimited non-premium playbooks/autobooks actions, unlimited proactive automation suggestions, and two weeks of free access to the Pro plan.
Bardeen is an AI-powered Chrome extension designed to streamline repetitive tasks and enhance productivity by automating workflows across various web applications, especially those open in your browser.
Bardeen's data enrichment and web scraping tools make it particularly useful for professionals who need to automate sales, marketing, and recruiting tasks.
Pros
✅ AI-powered automation suggestions and a simple, straightforward workflow builder to make setting up workflows easier
✅ Includes native AI actions, which don’t require you to connect your OpenAI API account
✅ Extensive web browsing automation options, enabling actions like in-context web scraping, screenshotting, and executing actions on open web pages
✅ Data enrichment actions for company and contact data
Cons
❌ Less extensive pre-built AI actions, limited AI model provider selection and logic settings, and no ability to switch between AI models within an action step
❌ More limited app integration library compared to other automation tools
❌ Unable to test AI actions and many app integrations within the free plan
Pricing
The below plans from Bardeen are billed annually:
1. Professional: Starts at $10 per month. Includes 500 credits, generative AI actions, CRM integrations, and advanced scraping.
2. Business: Starts at $15 per month. Includes 500 credits, flexible user administration, admin analytics dashboard, teamwide automations, and onboarding & training.
Magical
🏆 Best for: Individuals looking to speed up data entry and content creation, like auto-drafting email communication and adding data to various SaaS platforms
🔬 Free Tier: Includes 600 monthly text expansions, 100 monthly workspace automations, and unlimited template storage.
Magical is a productivity-focused tool designed to automate repetitive tasks, particularly those involving writing and data entry. It functions primarily as a Chrome extension and integrates with a wide array of platforms, including Google Docs, Slack, LinkedIn, Salesforce, and Zendesk.
The tool focuses on allowing you to quickly generate and send messages, fill out forms, and streamline data entry tasks with just a few keystrokes.
Pros
✅ Easily automate sending data across websites and applications
✅ Draft emails, messages, and replies across multiple platforms, saving time on routine communication tasks
✅ Works seamlessly on over 10 million websites and applications
✅ Let’s you test AI automations and text completions within the free plan
Cons
❌ Primarily an individual productivity platform vs. an enterprise automation tool
❌ Much more limited in terms of AI and automation capabilities, with a focus on data entry and content creation
❌ Simplistic workflow automation builder with no pre-built AI actions outside of text completion and no AI model provider selection
Pricing
The below plans from Magical are billed monthly:
1. Core: $6.50 per month. For individuals who need unlimited text expansion. Increases to unlimited text expansions for 1 user and email & community support.
2. Advanced: $12.50 per month. For teams who need unlimited text expansion. Expands to unlimited text expansion for the team and team admin & management.
3. Enterprise. Custom pricing. For teams of 10+ who need scaled automations. Comes with custom automation usage limits, custom reporting & onboarding, and enterprise governance.
Enterprise knowledge management tools
Cassidy
⭐ G2: No reviews
🏆 Best for: Creating AI assistants powered by your own knowledge bases for tasks like internal Q&A, RFP response, and answering customer support tickets
🔬 Free Tier: Includes 3,000 credits (one-time), 3 seats, and 5,000 knowledge pages. (14-day trial only)
Cassidy is a no-code solution that allows you to create custom AI assistants and multi-step workflows powered by your own knowledge sources — making it easier for you to manage knowledge-intensive tasks like customer support, sales, HR, and operations.
It securely integrates with 100+ knowledge tools (e.g., Slack, Notion, OneDrive) to provide real-time context on your company, customers, and various internal knowledge sources.
Pros
✅ A suite of AI tools including custom assistants, a workflow builder, and a Chrome extension to make AI accessible across various entry points
✅ Pre-built AI actions, including extracting data, summarizing content, sentiment analysis, and more
✅ Includes native AI actions, which don’t require you to connect your OpenAI/Anthropic API account — with credits to test AI actions in the free tier plan
✅ A powerful knowledge management system to simplify retrieval augmented generation (RAG) workflows
Cons
❌ Limited app integrations compared to competitors in the space
❌ More basic, text-only AI workflow actions with a very limited ability to switch between AI model providers
❌ More limited workflow logic capabilities compared to competitors
❌ The cost might be a barrier for teams with limited budgets
Pricing
The below plans from Cassidy are billed annually:
1. Starter: $127 per month. Best for small teams. Expands to 15,000 credits per month, 5 seats, and 50,000 knowledge pages.
2. Enterprise. Custom pricing. Best for large companies. Custom credits, seats, and knowledge pages.
Stack AI
Stack AI is an enterprise-focused platform for building and deploying AI agents with a strong emphasis on security and governance. It offers a visual workflow builder for creating agentic workflows, 100+ enterprise integrations, and flexible deployment options including multi-tenant, VPC, and on-premise. The platform is certified for HIPAA, SOC 2 Type II, GDPR, and ISO 27001, making it a fit for regulated industries like healthcare, finance, insurance, and defense. Trusted by organizations like IBM, MIT, YMCA, BAE Systems, and Nubank, Stack AI positions itself as an "AI transformation platform" for IT and enterprise architecture teams. It also provides dedicated white-glove support from AI experts to help organizations scale their agent deployments.
✅ Pros
Enterprise-grade security certifications: HIPAA, SOC 2 Type II, GDPR, and ISO 27001 — ideal for regulated industries.
Flexible deployment options: Supports multi-tenant cloud, VPC, and on-premise deployments to meet strict data residency needs.
**100+ enterprise integrations: **AI agents can read, write, and execute tasks within existing enterprise systems.
Dedicated white-glove support: Hands-on guidance from AI experts throughout the deployment lifecycle.
❌ Cons
No mid-tier pricing plan: Only a limited Free tier and custom Enterprise — growing teams have no self-serve paid option to scale into.
Sales-driven model: Most meaningful features require booking a demo and negotiating custom pricing.
Very limited free plan: 500 runs/month, 2 projects, and 1 seat make it hard to evaluate the platform in depth before committing.
Steeper onboarding for smaller teams: The platform is built for IT and enterprise architecture teams, which may feel heavy for simpler use cases.
💰 Pricing
Free: $0/month — 500 runs/month, 2 projects, 1 seat, community support on Discord.
**Enterprise: **Custom pricing — custom runs, unlimited projects, custom seats, all features and data loaders, dedicated infrastructure, on-prem and VPC deployment, SSO, access control, SOC 2/HIPAA/GDPR compliance, dedicated solution engineers.
Takeaway
Stack AI is a strong option for large, regulated enterprises that need robust security certifications and flexible deployment (including on-prem). However, its enterprise-only pricing model and sales-driven approach mean it's not accessible for smaller teams or individuals looking to get started quickly. If you need an AI agent builder that's easy to pick up without a sales call and offers a generous free tier with self-serve upgrades, a platform like Relay.app is a much more approachable starting point.
Taskade
🏆 Best for: AI-powered collaboration tools that let you automate project management workflows across shared Kanban boards and task lists
🔬 Free Tier: Includes 1 AI agent, 1 workspace, and 5 AI requests per month.
Taskade is a versatile AI-powered project management and collaboration tool designed to enhance productivity for both individuals and teams. It integrates AI tools with features like task management, note-taking, and communication into a single platform, making it particularly useful for remote and hybrid teams.
With Taskade, you can create and manage projects using a variety of views such as lists, boards, calendars, and mind maps, and extend these views with AI agents and automations.
Pros
✅ Easy-to-use interfaces for building custom AI assistants and AI workflow automations
✅ Extensive project management automation templates for task automation, meeting agendas, smart note-taking, and task prioritization.
✅ Combines data visualizations, like kanban boards, mind maps, and task lists, with AI assistants and automations
Cons
❌ As a collaboration tool first and foremost, most of the AI workflow automations involve bringing data into Taskade views or automating data within Taskade
❌ Limited AI model provider selection and logic settings and no ability to switch between AI models within an action step
❌ Does not have pre-built AI actions — you’re required to write prompts for all AI actions
❌ Minimal AI actions available to test for free
❌ A limited number of app integrations compared to other tools
❌ Basic workflow logic and customization options
Pricing
The below plans from Taskade are billed monthly:
1. Pro: $8 per month per user. Unlock premium features and unlimited AI. Expands to Taskade AI Agents, unlimited AI usage, up to 10 workspaces, unlimited File Uploads, advanced AI automation, and premium integrations and visualizations.
2. Team: $16 per month per user. Increases to unlimited workspaces, unlimited version history, advanced team permissions, dedicated priority support, and more.
How to make your choice
Still not sure which platform you should pick? Here are some question you can ask yourself:
Question 1: What's your technical comfort level?
"I'm not technical" → Start with Relay.app. You can build agents using natural language without touching any technical configuration.
"I can follow tutorials and learn new tools" → Consider Gumloop or Zapier. These have visual builders that take some learning but don't require coding.
Question 2: How important is human oversight?
"Critical—AI can't take actions without my approval" → Relay.app has the best human-in-the-loop features. You can require approval before any action executes.
"I want visibility but don't need to approve everything" → Most platforms work here. Prioritize based on other factors.
Question 3: What tools do you need to connect?
"Mostly common tools (Google Workspace, Slack, CRMs, etc.)" → Any platform on this list will work. Choose based on ease of use and price.
"I need connections to obscure or legacy tools" → Zapier (7,000+ integrations) is your best bets.
"I primarily need AI capabilities, integrations are secondary" → Gumloop or Relevance.ai focus more on AI power than integration breadth.
Question 4: Is there anything else in particular you're optimizing for?
"Enterprise knowledge base" → Cassidy is a great way to create knowledge base assistance.
"Browser extension functionlity" → Bardeen works in your browser and has a highly polished user experience.
The bottom line
When picking an AI automation tool, focus on your unique needs, workflow complexity, ideal future outcomes, and the AI features that matter most. Dive into free tiers, explore, and don’t hesitate to test tools across categories to find the best match. The right tool won’t just save time and cut down errors — it’ll supercharge your business, giving you the edge to thrive in today’s fast-paced AI landscape.
If you want to get started with AI-powered cross-app integrations, like automatically parsing emails and adding them to a Google Sheet, going with an AI-integrated workflow automation tool is a smart move. Specifically, a tool like Relay.app stands out for its ease of use, flexibility, and power, making it ideal for both beginners and experienced users. With Relay.app’s built-in AI actions and human-in-the-loop capabilities, you can automate everything from simple tasks to complex workflows without the need for extensive setup.
Ready to start scaling your business with Relay.app? Sign up for free today.
Jacob Bank
Founder/CEO at Relay.app
Jacob is the Founder and CEO of Relay.app. Prior to founding Relay.app, Jacob was a Director of Product Management at Google, where he led the product teams for Gmail, Google Calendar, and several other Google Workspace products. Before that, Jacob was the Co-founder and CEO of Timeful (acquired by Google in 2015), a smart calendar that leveraged insights from behavioral psychology and AI to help people spend time on their most important priorities. He has a BA in Computer Science from Cornell University and was pursuing a PhD in the AI Lab at Stanford before dropping out to found Timeful.
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