Generating Workflows from Plain Language with the Workflow AI Builder

The Workflow AI Builder lets you describe an automation in plain English and watch Captivation Hub assemble the whole workflow — triggers, actions, branches, and timing included — in seconds. You don't need to remember which trigger fits what, or stare at a blank canvas. You write a sentence, the AI generates a draft, and you refine it from there.

This guide covers where to launch it from, how to build your first workflow, what you can edit, and the prompts that get the best results.

What is the Workflow AI Builder?

The Workflow AI Builder turns natural-language prompts into complete workflows. It generates the triggers, the actions, and the structure so you can review and customize a working draft instead of starting from a blank canvas. You can launch it from a few different entry points and refine the output through conversational edits, point-and-edit selection, or chat-only brainstorming.

Entry Points

There are three places you can open the Workflow AI Builder. Pick whichever fits where you are in your day.

Option 1 — From the Workflow List Page

Navigate to Automation > Workflows and click the Build using AI button. A modal opens where you can enter your prompt.

If you'd rather drop into the builder first, click Create Workflow and then Start from Scratch.

Option 2 — From the Prompt Box Inside the Workflow Builder

When you start a new workflow from scratch, the workflow builder includes a built-in AI prompt box. Type your automation requirements directly into that box.

Option 3 — Through the AI Chatbot Assistant

Inside the workflow builder you can also use the AI chatbot assistant to walk through what you want to build conversationally.

How to Build Your First AI Workflow

The path is short: prompt, generate, review, refine. Following that order keeps the AI's output aligned with what you actually wanted.

Step 1 — Enter Your Prompt

Use any of the entry points above, or ask the chatbot to help build the workflow. Two ways to begin:

1. Write your own custom prompt — Describe the automation in your own words.
2. Use a template — Pick from the pre-written prompt templates available in the interface.

Some example prompts that work well:

• "Send a welcome email series when someone fills out my contact form."
• "Create a birthday reminder workflow that sends SMS greetings."
• "Notify my team on Slack when a high-value opportunity is created."
• "Follow up with webinar attendees 24 hours after the event."

Step 2 — Generate the Workflow

Submit your prompt. Generation typically completes in under 30 seconds. If it's taking noticeably longer, try simplifying the prompt and trying again.

Note: Autosave is supported for AI-generated workflows. The workflow saves the moment it's created, and every subsequent AI edit saves automatically in the background.

Step 3 — Review and Customize

Once the AI finishes, you'll see a summary of the workflow alongside the actual automation:

• If you used Option 1 (the workflow list page), you're taken into the workflow builder.
• If you used Option 2 or Option 3, the workflow generates directly inside the builder you're already in.

From there, you can review the overall structure, check trigger configurations, and verify each action's settings.

Step 4 — Edit Using AI

After reviewing, refine the workflow with natural-language prompts. Common edit patterns:

• Add or remove actions
• Swap one action for another
• Move actions around in the sequence
• Change trigger types or trigger configurations
• Edit If/Else actions conversationally — update branch logic, swap AND/OR, add or remove branches
• Edit Wait actions conversationally — update timing, reply, window settings, and timeout branches
• Combine multiple changes in a single prompt

Example edit prompts:

• "Add a 3-day wait between the welcome email and the follow-up."
• "Replace the SMS action with a Slack notification."
• "Remove the last email in the sequence."
• "Move the tag action to happen before sending the first email."
• "Change the trigger from form submission to contact created."
• "Add an if/else condition to check if the contact has made a purchase."
• "Remove the timeout branch from this wait action."

Note: When you ask the AI to delete a multi-path piece of the workflow, it may ask a clarifying question before making the change.

What You Can Edit

The AI handles most of the structural changes you'd want to make: adding, removing, replacing, or moving actions; updating trigger types and configurations; reshaping If/Else and Wait actions. You can also stack multiple edits into a single prompt.

Point and Edit for Precise Control

If you'd rather pick specific steps to edit visually, use Point and Edit. Select a single action, several actions, or drag-select a range, then send your edit prompt — the change applies only to what you selected.

The Clarifying Agent

Sometimes a prompt is too vague for the AI to confidently build what you want. When that happens, the Clarifying Agent steps in and asks a question or two before proceeding.

When the Clarifying Agent appears

It triggers when there's not enough detail to generate a reliable result, on either new workflow requests or edits to existing ones. Common examples:

• "Follow up with the customer" without a trigger.
• "Send a message sequence" without a channel.
• "Remind them later" without timing details.
• Requesting a channel that isn't supported.

How to answer clarifying questions

1. Read each question the AI Builder shows.
2. Pick one of the suggested options or type your own answer.
3. Continue through any additional questions.
4. Skip a question if you'd rather have the AI decide.
5. Let the AI Builder generate or edit the workflow with the added context.

Why this improves workflow generation

Answering clarifying questions narrows the AI's intent before generation runs. You typically get a better workflow on the first attempt and avoid round-trips of "regenerate, edit, regenerate."

Chat Mode

If you'd rather think out loud before building, Chat Mode lets you brainstorm conversationally without committing to a workflow yet. Use it to plan, then move into generation when you have your direction.

Best Practices for Effective Prompts

• Be specific and clear. Example: "When a contact books an appointment, wait 24 hours, then send a confirmation email and a reminder SMS one day before the appointment."
• Include the key details — timing, channels, conditions/filters, and content type.
• Lead with action verbs — Send, Notify, Create, Update, Wait, Check if.

Providing Feedback

A feedback chatbot opens once a workflow is created. Click thumbs up if it nailed the goal, thumbs down to share where it missed. Mention what was wrong, what was missing, and what you'd improve — that input shapes future generations.

Beta Limitations

A few things to keep in mind while the feature is in beta:

• Manual review required — Always verify triggers, actions, and configurations before publishing.
• Configuration verification — Some configurations may need human checking before going live.

Quick Tips

• Start simple to learn the system, then build up complexity.
• Test before publishing.
• Leave feedback so results keep improving.
• Check back periodically — new capabilities ship regularly.

Frequently Asked Questions

Q: Can I edit the generated workflow with AI?

Yes. Use conversational edits to add, remove, replace, move, or modify actions and triggers. You can also edit multi-path configurations for If/Else and Wait actions through conversation.

Q: Can I target only certain steps when editing?

Yes — that's what Point and Edit is for. Select a single action, multiple actions, or drag-select a range, and the change only applies to your selection.

Q: What if the workflow doesn't match what I had in mind?

Refine the prompt with more detail or use conversational edits. You can also plan in Chat Mode before generating.

Q: Do I still need to test before going live?

Yes. Always test the workflow end-to-end before publishing — the AI is a fast first draft, not a substitute for verification.