Stop Doing Work That Does Itself
The Work That Never Ends
Every business has them - the repetitive tasks that eat up hours but add no real value. Copying data between apps. Sending follow-up emails. Updating spreadsheets. Routing requests to the right person.
What if all of that just... happened? Without you thinking about it, without you doing it, without you even remembering it needs to be done.
That's automation. Not the rigid, rule-based kind that breaks when anything changes. The intelligent kind that thinks, adapts, and powers every app you build.
How It Actually Works
Describe Your Process: "When someone fills out our contact form, categorize them as a lead, add them to our CRM, and send a personalized follow-up email"
Watch It Happen: Taskade builds the entire workflow with AI decision-making, connects your apps, and starts working immediately
Forget About It: Your automation runs 24/7, handles edge cases intelligently, and gets better over time
Comprehensive Automation Triggers
Task & Project Events
- Task completed, assigned, or due date approaching
- Project completed or custom field updated
- New comment added or manual trigger activated
Smart Data Collection
- AI Forms submissions with intelligent categorization
- Webhooks from external systems and APIs
- Schedule-based triggers for recurring workflows
- Mailhook integration for email-triggered actions
AI & Agent Integration
- Agent public chat ended with follow-up actions
- Agent tool execution with automated responses
- AI workflow generator creating dynamic processes
Intelligent Automation Actions
AI-Powered Processing
- Ask Agent with structured output for decision-making
- Add knowledge to agent for continuous learning
- Categorize with AI for smart data organization
- Search web and scrape webpage for research automation
Workflow Management
- Create projects from templates automatically
- Move and assign tasks based on intelligent rules
- Update custom fields with dynamic data
- Branch workflows based on conditions and AI decisions
External Integrations
- HTTP requests to 100+ connected services
- File conversion and media processing
- YouTube transcription and content extraction
- Loop and delay actions for complex sequences
The Intelligence That Makes It Work
AI Agents in Workflows: Your automations include digital teammates that make smart decisions, not just follow rules, powering every app you create
100+ App Connections: Connect Slack, Gmail, Salesforce, Shopify, and every other tool you use across all your applications
EVE Automation Diagnostics (v6.95+): Real-time visibility into automation execution — see exactly what's running, what failed, and why. No more black-box workflows.
Activity Feed Notifications (v6.94+): Automation events appear in your workspace activity feed alongside human actions — full audit trail for compliance and debugging.
Smart Triggers: Automations start based on events, schedules, conditions, or even AI predictions in any app you build
Adaptive Logic: Workflows learn from outcomes and automatically improve their performance, becoming the backbone of your applications
Start Simple, Scale Smart
Real Business Automation Examples
Customer Support Automation
- New support tickets → AI categorization → Route to specialist → Escalate if unresolved in 24 hours
- Customer feedback forms → Sentiment analysis → Urgent issues alert managers → Positive feedback to marketing
Sales & Marketing Automation
- New leads from forms → AI scoring → CRM integration → Personalized email sequences → Sales rep assignment
- Blog posts published → Social media posts created → Newsletter content generated → Team notifications sent
Operations & Inventory
- Stock levels drop below threshold → Supplier email notifications → Reorder alerts → Inventory forecasting
- Employee onboarding → 47 automated steps → Manager assignments → Progress tracking → Completion notifications
Begin with One Process: Pick the most annoying repetitive task in your business
Describe What Should Happen: Use plain English to explain the ideal workflow
Watch It Work: Your automation appears and starts handling the work immediately
Add More Over Time: Build a complete system that runs your business automatically
Why This Changes Everything
Before: Hours spent on repetitive tasks, things falling through cracks, manual errors
Now: Work happens automatically, intelligently, and consistently
Before: Rigid rules that break when business changes
Now: Adaptive workflows that evolve with your needs
Before: Separate tools that don't communicate
Now: Connected intelligence across your entire business
The Future Is Automatic
Your business should run itself. The routine work, the data entry, the follow-ups, the notifications - all of it can happen automatically while you focus on growth, creativity, and strategy.
Ready to stop doing work that does itself? Describe your most annoying repetitive task and watch Taskade automate it away.
📚 Resources & Getting Started
Ready to automate your work? Explore these resources:
🚀 Get Started
- Taskade Genesis — Build AI-powered automation systems
- Create Your First App — Step-by-step tutorial
- Community Templates — Browse and clone automation workflows
🧬 Understand the DNA
- How Genesis Works: Workspace DNA — Your workspace becomes your backend
- 🤖 Custom AI Agents — The Intelligence Pillar
- 🧠 Projects & Databases — The Memory Pillar
- ⚡ Automations & Workflows — The Execution Pillar
📖 Related Articles
- AI Automation Agents Guide
- 10 Agentic Workflows That Replace Busywork
- AI Tools for Automation
- Generate Automations with AI
📚 Learn More (Wiki)
- Automation Complete Guide — Master workflow automation
- Action DNA — Your business nervous system
- Integrations Hub — Connect 100+ services
🔗 Related AI Tools
- AI App Builder — Build complete apps from prompts
- AI Flow Builder — Visual automation logic
- AI Agent Builder — Create intelligent agents
The question that actually decides your bill
Automation platforms do not compete on features any more, they compete on the unit they meter. Two tools with identical connector lists can differ by an order of magnitude in annual cost purely because one charges per task and the other charges per seat, and the meter is almost never on the page you first land on.
| Platform | What is metered | Entry paid tier |
|---|---|---|
| Zapier | Tasks. The Starter tier is retired, so Professional is the entry | $29.99/mo month-to-month for 750 tasks, or $19.99/mo billed annually |
| Make | Credits, consumed per operation | $12/mo month-to-month for 10,000 credits |
| n8n Cloud | Executions. There is no free Cloud tier, only self-hosting | About €20/mo billed annually for 2,500 executions |
| Taskade | Flat plans, not per-action | Free to start; Pro $10/mo billed annually |
The practical consequence is that on a metered platform your automation bill grows exactly as your automation gets useful, which quietly punishes the behaviour you were trying to encourage. On a flat plan you can automate the small annoying things that would never justify a task charge.
Automations and flows: the distinction
It is worth separating two words that get used interchangeably. The flow builder is the canvas where you design logic. Automations are that logic running against real data in your workspace, connected to your other tools. You design once, and then it is simply part of how the business operates.
Three properties make that safe to rely on:
- Durable execution — a failed step is retried and delivery is guaranteed, so a run does not vanish
- Bounded loops — the loop is a for-each over a list resolved before it starts, with a 500-action ceiling per run, so a run always terminates
- Two-way integrations — triggers pull events in from Slack, Gmail, Google Sheets, and Calendly; actions push out to Stripe, Shopify, Notion, Salesforce, and GitHub
Reaching a tool that has no connector
If a service exposes an MCP server, an automation can talk to it through the MCP Client automation step. That is the outbound path, and framing it correctly matters: it is an automation step, not something the agent itself does on its own. In the other direction, the hosted MCP server is available on every paid plan, so an external AI client can read and act on your workspace.
Frequently asked questions about AI workflow automation
What is AI workflow automation?
It is automation where at least one step reasons rather than just matches. A traditional automation moves data when a condition is true; an AI automation can read an unstructured message, decide what it is, and pick the branch. That is what makes automation viable for the messy inputs, email, form free text, documents, where most business work actually arrives.
How is an automation different from a flow?
The flow is the design, the automation is the design running. You build the logic on the flow builder canvas or by describing it, and once it is live against your data it is an automation. They are two views of the same thing rather than two products.
Do automations meter tasks the way Zapier does?
No. Taskade plans are flat rather than per-action, so the cost does not climb with each additional step you automate. The free plan includes ten flow runs a month so you can prove a flow works, and paid plans do not charge per task after that.
Can an automation use an AI agent?
Yes. An agent can be a step inside an automation, handling the part that needs judgement, and an agent can also trigger an automation. Because both live in the same workspace as your data, there is no connector between the thinking layer and the doing layer.
What happens if an automation fails halfway?
It is retried. Automations run on a durable execution engine with guaranteed delivery, so a transient failure does not silently end the run. This is the single most important property to check before you put a customer-facing process on any automation platform.
Can automations connect to an MCP server?
Yes, through the MCP Client automation step, which is the outbound path. Separately, the inbound hosted MCP server is available on every paid plan, so an external AI client can read and act on your workspace. Read more about the hosted MCP server.
Can I run automations on the free plan?
Yes, up to ten flow runs a month, and you can build them yourself. One limit to know: Free cannot clone or import a bundle that contains automations, so cloning a community app that ships with a workflow requires a paid plan. See pricing.
How many actions can a single automation run perform?
Up to 500 actions in one run. That is generous for ordinary flows and a real design constraint for large batch jobs, where the right pattern is to page the work across scheduled runs rather than pushing one run to the ceiling.
Can an automation write back to the tools my team already uses?
Yes. Integrations are bidirectional by design: triggers pull events in and actions push data out, so an automation can update a CRM record, post to a channel, create an invoice, or file a document in the system that owns it. Browse the integrations catalog.
Where does my data live, and who can see it?
It lives in your workspace projects, which is where it already was, so an automation does not create a second copy in a vendor's own store. Who can see it follows the 7-tier role model from Owner to Viewer, and the secret scanner is the enforcing gate on publish so credentials do not end up in a shipped app. See the security page.
Can I generate an automation by describing it?
Yes. Describe the trigger, the decision, and the outcome in plain English and the automation is generated, then refine it on the canvas. Read the best AI automation tools compared, see what a free Zapier alternative looks like, or start on the builder.