Connect Activity to AI and automate your tasks

Why integrate Activity with AI

The Activity to AI integration helps you sync data, automate manual tasks, and keep your stack aligned — without writing code.

See exactly what data flows through each step

Activity Log snapshots variables at any point in a workflow, so you can see what data was present when each step ran. When something behaves unexpectedly, the answer is already in your logs.

Build an audit trail for every order processed

Add Activity Log steps to order workflows to record what happened, when, and with which data. Every run creates a searchable record your team can reference if questions come up later.

Confirm the right data reaches each integration

Log the payload before it's sent to an external service to verify the values are correct. Catch mismatched fields, missing data, or formatting errors before they cause a sync to fail.

Generate product descriptions without writing a word

When a product is added or updated in Shopify, AI generates a description, tagline, or SEO content from the product data. Your catalog stays fresh without a copywriter in the loop.

Classify and route orders based on their content

AI reads each order's line items, notes, and metadata to assign a category or tag. MESA then routes it to the right fulfillment path, team, or notification — no manual sorting.

Summarize and act on unstructured customer data

AI reads free-form text — customer notes, support tickets, or form submissions — and returns structured output your workflow can act on. What arrives as noise leaves as a clean, usable signal.

Build any Activity and AI automation

MESA helps you connect apps to automate repetitive tasks. A trigger is an event that starts a workflow, and actions are the steps that occur when it's running.

Skill triggered

Allow AI agents to trigger a workflow

Workflow Error

Starts when a step in the watched workflow fails.

• Workflow ID
• Workflow Name
• Workflow Key
• Task ID
• Run ID
• Error Message
• Step Name

Agent

Use AI and a friendly yeti to answer questions with your data.

• Content

Prompt

Execute an open-ended prompt. The most flexible action.

• Response

Web Operator

Let AI navigate websites, log in, click, extract, and submit information for you.

Get Run Details

Look up everything that happened in a single workflow run.

• Run ID
• Status
• Created At
• Workflow ID

Log Data

Send specific data to the MESA logs.

• Message
• Payload Values

Search Logs

Search your MESA activity history for matching entries.

Search Runs

Find past workflow runs by status, label, or keyword.

• Run ID
• Status
• Created At
• Updated At
• Badges
• Task Count
• Failures

Expert support included

MESA includes hands-on support from automation experts who know how to get things done.

Free workflow setup

We'll build your first workflow with you live. Most merchants walk away with automation saving 5+ hours/week.

Fast response times

Average first response: Same day. Critical issues: Immediate escalation. Complex builds: 24-48 hours.

Managed services available

Personalized workflow reviews, and quarterly check-ins to identify new opportunities as your business grows.

Real humans, always

Chat with real automation experts (not bots). Email support 9am-5pm PST. Google Meet sessions for complex workflows.

Integrate Activity with AI today.

Enjoy a 7-day free trial. Get your first workflow in minutes.

MESA AI assistant

Describe your task...

You've known what your store should be doing. Now it can. Describe the task then MESA handles it from there.