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Make Waves ’26 Step into AI’s glass box. Prague, 19–20 Oct.

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Home
Platform
Platform overview

Discover the platform

Platform overview
WHAT'S NEW
What's new in Make

Keep up with our latest developments

What's new in Make
ANNOUNCEMENT
Make Waves '26Make Waves '26

Get your tickets now!

Make Waves '26
Build solutions fast
AI automation

Workflows and agents powered by AI

AI automation
Integrations

Connect your tech stack with library of 3500+ applications

Integrations
Build by promptingNEW

Build and debug automations with Maia by Make

Build by prompting (NEW)
EXPAND AI ADOPTION
AI agents

Implement autonomous decision-making

AI agents
Make MCP server

Connect your AI to real business actions securely and visually

Make MCP server
SCALE WITH VISIBILITY
Observability

Monitor your landscape with Make Grid

Observability
Enterprise

Scale securely with enterprise-ready automation

Enterprise
Security

Control, compliance & visibility

Security
BY DEPARTMENT
Marketing

Drive growth and pipeline

Marketing
IT & Engineering

Stop incidents before impact

IT & Engineering
Customer service

Automate to resolve tickets fast

Customer service
Sales

Close deals 24/7

Sales
BY DEPARTMENT
Operations

Run ops on autopilot

Operations
Finance & invoicing

Automate finance ops

Finance & invoicing
HR & recruiting

HR workflows, automated

HR & recruiting
Productivity

Get more done with AI

Productivity
PARTNERS
Hire an expert

Find certified Make partners

Hire an expert
Become a partner

Grow your business with Make

Become a partner
INTEGRATIONS
SalesforceSalesforce
HubSpot CRMHubSpot CRM
SlackSlack
Perplexity AIPerplexity AI
OpenAI (ChatGPT, Whisper)OpenAI (ChatGPT, Whisper)
Show all integrations
GET STARTED
Integrations

3500+ app integrations

Integrations
Templates

Stop incidents before impact

Templates
Library of Agents

Ready-to-deploy AI agents

Library of Agents
Make Skills for AI

Your AI is a Make expert

Make Skills for AI
learn
Blog

Insights & AI automation guides

Blog
How-to guides

Step-by-step tutorials

How-to guides
Success stories

Real customer results

Success stories
Make Academy

Free online courses

Make Academy
Webinars

Live & on-demand sessions

Webinars
SUPPORT
Make Community

Connect with other builders

Make Community
Help center

Documentation & resources

Help center
Developer Hub

APIs, SDKs and docs to build on Make

Developer Hub
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ZapierZapier
WorkatoWorkato
PricingEnterpriseTalk to sales
Sign inSign in
Get started freeGet started free

Make Waves ’26 Step into AI’s glass box. Prague, 19–20 Oct.

Register now (opens in a new tab)
Make AI Toolkit

Connect Make AI Toolkit integrations

Interpret unstructured text datasets by connecting Make AI Toolkit to run instant sentiment analysis, translations, and summarizations. Linking these linguistic modules to our workflow automation tool allows you to categorize customer inquiries, extract key metadata, or chunk long-form copy. Create a free workspace today to start running your text-processing scenarios.

Get started for free
See documentation
Verified

Make AI Toolkit

This app is supported and maintained by Make.

Triggers and actions

Developed, supported and maintained by community users.

Analyze sentiment
Evaluates the tone of a text and determines if it’s `positive`, `neutral`, or `negative`. This is known as the sentiment.
Action
Categorize text
Analyzes text and assigns it to categories from a list you define.
Action
Chunk text
Splits text into smaller, more manageable pieces. These are known as chunks.
Action
Extract information from text
Retrieves information that you specify from a text.
Action
Identify language
Detects the language that text is written in.
Action
Simple Text Prompt
Sends a request for AI to answer. The response will always be in the text format.
Action
Standardize text
Adjusts the style and format of text to ensure it’s consistent.
Action
Summarize text
Condenses longer text into a shorter summary.
Action
Translate text
Translates text from one language into another.
Action
Load more

Connect any app with

Make AI Toolkit

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Verified Apps
Apps reviewed and maintained by our team
Community Apps
Apps built and maintained by the community

Google Sheets

App Families

Gmail

App Families

OpenAI (ChatGPT, Whisper)

AI

Google Drive

App Families

Telegram Bot

Communication

Google Gemini AI

AI

Pinterest

Marketing

Airtable

IT & Development

Notion

Business Operations & ERPs

Google Calendar

App Families

Facebook Lead Ads

App Families

Slack

Communication

Google Docs

App Families

Facebook Pages

App Families

Microsoft 365 Email (Outlook)

App Families

Anthropic Claude

AI

Instagram for Business (Facebook login)

App Families

Make AI Agent

AI

Make Code

Business Operations & ERPs

monday.com

Business Operations & ERPs

HubSpot CRM

CRM/Sales

Tally

Surveys & Forms

Brevo

App Families

Shopify

Commerce

Stripe

Commerce

LinkedIn

App Families

WordPress

Website Building

Google Forms

App Families

ClickUp

Business Operations & ERPs

Supabase

App Families

Load more

Popular Make AI Toolkit workflows

Connect Make AI Toolkit to your daily apps. Build smart automation workflows to sync data and work smarter.

AI

Automate responses to business emails with Make AI Tools and Google Sheets (draft emails)

Leverage the power of Make AI Tools and Google Sheets to automate responses for business emails, improve workflow, save time, and enhance customer communications. This automation creates a draft email of the response for you to review before forwarding. Please note: While in open beta, Make AI Tools has a 10m input and 10m output token limit.

Automate responses to business emails with Make AI Tools and Google Sheets (draft emails)
Use template
AI

Send WhatsApp messages and watch events using Make AI Tools for automated responses

Instantly respond to WhatsApp messages with AI powered replies using Make AI Tools. Watch events and send personalized replies through WhatsApp Business Cloud for enhanced communication. Please note: While in open beta, Make AI Tools has a 10m input and 10m output token limit.

Send WhatsApp messages and watch events using Make AI Tools for automated responses
Use template
AI

Send Notion items to Make AI Tools and update your database with the results

Use AI to enhance your database by sending Notion items to Make AI Tools to automatically refine and optimize your data, ensuring optimal organization. Your table will automatically be updated with the information. Please note: While in open beta, Make AI Tools has a 10m input and 10m output token limit.

Send Notion items to Make AI Tools and update your database with the results
Use template
Load more
Supercharge your workflows

Integrate Make AI Toolkit to Automate Your Business Workflows

Use Make to connect Make AI Toolkit with WhatsApp, Telegram, Notion, Slack, and Google Sheets. This automation boosts productivity, cleans data, and drafts emails to optimize your daily business workflows.

Instant replies across messaging apps

Connect the AI toolkit to WhatsApp or Telegram to automatically send smart, real-time responses to customer queries.

Quick summaries shared directly with your team

Automatically condense incoming emails into brief summaries and post them straight to Slack for your team to see.

Automatic database cleaning and enrichment

Keep your Notion databases organized by automatically sending items to the AI toolkit for cleaning and categorization.

Safe email drafting for quick reviews

Generate automated draft replies to business emails in Google Sheets so you can review them before they go out.

Support

FAQs

Everything you need to know about Make. Can't find the answer you're looking for? Please chat to our team.

How do I get started with Make?

Start by registering for Make. As a new Make user, you’ll automatically be assigned a free account. Once your account is set up, you can start creating your first scenarios. We recommend starting with our step-by-step video tutorial.

What is a scenario?

A scenario represents a workflow or a project of your own creation, and it is made up of a series of modules that automate apps and services. Creating a scenario allows you to transfer and transform data between apps and services via these modules to automate anything and improve the way you work.

What is a module?

Modules are the main building blocks of automation in Make. Modules represent actions that Make performs with an app, like creating, updating, or deleting data.

What is mapping?

Mapping links the modules in your scenario. When you map an item, you connect the data retrieved by one module to another module to perform the desired action. For example, you can map email addresses and subject lines to create a spreadsheet using this data.

Bring automation and AI to your business

Talk to sales
Get started free

Subscribe to news updates*

* By submitting this form, you confirm that you agree to the storing and processing of your personal data as described in our Privacy Notice.

Join 4,000+ companies

Product

  • Overview
  • Integrations
  • Maia AI assistant
  • AI agents
  • AI Automation
  • Agentic automation
  • Make Grid
  • MCP server
  • Status

Solutions

  • Marketing
  • Sales
  • Operations
  • Information Technology
  • Finance
  • Customer Experience
  • Productivity
  • People
  • Idea exchange

Resources

  • Templates Library
  • Make AI apps
  • Help centre
  • Blog
  • Success stories
  • How-to-guides
  • Make Academy
  • Make Community
  • Webinars

Company

  • About us
  • Careers
  • Contact us
  • Press
  • Terms & conditions
  • Privacy policy
  • Disclaimer
  • Bug bounty
  • Ethics & compliance

Partners

  • Hire an expert
  • Become a partner

© 2026 Celonis, Inc. All rights reserved.

Skip to main content

Make Waves ’26 Step into AI’s glass box. Prague, 19–20 Oct.

Register now (opens in a new tab)
Home
Platform
Platform overview

Discover the platform

Platform overview
WHAT'S NEW
What's new in Make

Keep up with our latest developments

What's new in Make
ANNOUNCEMENT
Make Waves '26Make Waves '26

Get your tickets now!

Make Waves '26
Build solutions fast
AI automation

Workflows and agents powered by AI

AI automation
Integrations

Connect your tech stack with library of 3500+ applications

Integrations
Build by promptingNEW

Build and debug automations with Maia by Make

Build by prompting (NEW)
EXPAND AI ADOPTION
AI agents

Implement autonomous decision-making

AI agents
Make MCP server

Connect your AI to real business actions securely and visually

Make MCP server
SCALE WITH VISIBILITY
Observability

Monitor your landscape with Make Grid

Observability
Enterprise

Scale securely with enterprise-ready automation

Enterprise
Security

Control, compliance & visibility

Security
BY DEPARTMENT
Marketing

Drive growth and pipeline

Marketing
IT & Engineering

Stop incidents before impact

IT & Engineering
Customer service

Automate to resolve tickets fast

Customer service
Sales

Close deals 24/7

Sales
BY DEPARTMENT
Operations

Run ops on autopilot

Operations
Finance & invoicing

Automate finance ops

Finance & invoicing
HR & recruiting

HR workflows, automated

HR & recruiting
Productivity

Get more done with AI

Productivity
PARTNERS
Hire an expert

Find certified Make partners

Hire an expert
Become a partner

Grow your business with Make

Become a partner
INTEGRATIONS
SalesforceSalesforce
HubSpot CRMHubSpot CRM
SlackSlack
Perplexity AIPerplexity AI
OpenAI (ChatGPT, Whisper)OpenAI (ChatGPT, Whisper)
Show all integrations
GET STARTED
Integrations

3500+ app integrations

Integrations
Templates

Stop incidents before impact

Templates
Library of Agents

Ready-to-deploy AI agents

Library of Agents
Make Skills for AI

Your AI is a Make expert

Make Skills for AI
learn
Blog

Insights & AI automation guides

Blog
How-to guides

Step-by-step tutorials

How-to guides
Success stories

Real customer results

Success stories
Make Academy

Free online courses

Make Academy
Webinars

Live & on-demand sessions

Webinars
SUPPORT
Make Community

Connect with other builders

Make Community
Help center

Documentation & resources

Help center
Developer Hub

APIs, SDKs and docs to build on Make

Developer Hub
compare make with
n8nn8n
ZapierZapier
WorkatoWorkato
PricingEnterpriseTalk to sales
Sign inSign in
Get started freeGet started free

Make Waves ’26 Step into AI’s glass box. Prague, 19–20 Oct.

Register now (opens in a new tab)
Make AI Toolkit

Connect Make AI Toolkit integrations

Interpret unstructured text datasets by connecting Make AI Toolkit to run instant sentiment analysis, translations, and summarizations. Linking these linguistic modules to our workflow automation tool allows you to categorize customer inquiries, extract key metadata, or chunk long-form copy. Create a free workspace today to start running your text-processing scenarios.

Get started for free
See documentation
Verified

Make AI Toolkit

This app is supported and maintained by Make.

Triggers and actions

Developed, supported and maintained by community users.

Analyze sentiment
Evaluates the tone of a text and determines if it’s `positive`, `neutral`, or `negative`. This is known as the sentiment.
Action
Categorize text
Analyzes text and assigns it to categories from a list you define.
Action
Chunk text
Splits text into smaller, more manageable pieces. These are known as chunks.
Action
Extract information from text
Retrieves information that you specify from a text.
Action
Identify language
Detects the language that text is written in.
Action
Simple Text Prompt
Sends a request for AI to answer. The response will always be in the text format.
Action
Standardize text
Adjusts the style and format of text to ensure it’s consistent.
Action
Summarize text
Condenses longer text into a shorter summary.
Action
Translate text
Translates text from one language into another.
Action
Load more

Connect any app with

Make AI Toolkit

17
60
33
46
61
56
12
80
17
7
51
9
36
30
26
50
19
1
4
2
14
2
5
6
3
2
2
1
2
2
2
2
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282
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43
7
179
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33
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2
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252
108
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16
27
0
5
16
2
7
110
63
22
87
40
26
76
5
15
13
3
16
59
8
51
45
27
Verified Apps
Apps reviewed and maintained by our team
Community Apps
Apps built and maintained by the community

Google Sheets

App Families

Gmail

App Families

OpenAI (ChatGPT, Whisper)

AI

Google Drive

App Families

Telegram Bot

Communication

Google Gemini AI

AI

Pinterest

Marketing

Airtable

IT & Development

Notion

Business Operations & ERPs

Google Calendar

App Families

Facebook Lead Ads

App Families

Slack

Communication

Google Docs

App Families

Facebook Pages

App Families

Microsoft 365 Email (Outlook)

App Families

Anthropic Claude

AI

Instagram for Business (Facebook login)

App Families

Make AI Agent

AI

Make Code

Business Operations & ERPs

monday.com

Business Operations & ERPs

HubSpot CRM

CRM/Sales

Tally

Surveys & Forms

Brevo

App Families

Shopify

Commerce

Stripe

Commerce

LinkedIn

App Families

WordPress

Website Building

Google Forms

App Families

ClickUp

Business Operations & ERPs

Supabase

App Families

Load more

Popular Make AI Toolkit workflows

Connect Make AI Toolkit to your daily apps. Build smart automation workflows to sync data and work smarter.

AI

Automate responses to business emails with Make AI Tools and Google Sheets (draft emails)

Leverage the power of Make AI Tools and Google Sheets to automate responses for business emails, improve workflow, save time, and enhance customer communications. This automation creates a draft email of the response for you to review before forwarding. Please note: While in open beta, Make AI Tools has a 10m input and 10m output token limit.

Automate responses to business emails with Make AI Tools and Google Sheets (draft emails)
Use template
AI

Send WhatsApp messages and watch events using Make AI Tools for automated responses

Instantly respond to WhatsApp messages with AI powered replies using Make AI Tools. Watch events and send personalized replies through WhatsApp Business Cloud for enhanced communication. Please note: While in open beta, Make AI Tools has a 10m input and 10m output token limit.

Send WhatsApp messages and watch events using Make AI Tools for automated responses
Use template
AI

Send Notion items to Make AI Tools and update your database with the results

Use AI to enhance your database by sending Notion items to Make AI Tools to automatically refine and optimize your data, ensuring optimal organization. Your table will automatically be updated with the information. Please note: While in open beta, Make AI Tools has a 10m input and 10m output token limit.

Send Notion items to Make AI Tools and update your database with the results
Use template
Load more
Supercharge your workflows

Integrate Make AI Toolkit to Automate Your Business Workflows

Use Make to connect Make AI Toolkit with WhatsApp, Telegram, Notion, Slack, and Google Sheets. This automation boosts productivity, cleans data, and drafts emails to optimize your daily business workflows.

Instant replies across messaging apps

Connect the AI toolkit to WhatsApp or Telegram to automatically send smart, real-time responses to customer queries.

Quick summaries shared directly with your team

Automatically condense incoming emails into brief summaries and post them straight to Slack for your team to see.

Automatic database cleaning and enrichment

Keep your Notion databases organized by automatically sending items to the AI toolkit for cleaning and categorization.

Safe email drafting for quick reviews

Generate automated draft replies to business emails in Google Sheets so you can review them before they go out.

Support

FAQs

Everything you need to know about Make. Can't find the answer you're looking for? Please chat to our team.

How do I get started with Make?

Start by registering for Make. As a new Make user, you’ll automatically be assigned a free account. Once your account is set up, you can start creating your first scenarios. We recommend starting with our step-by-step video tutorial.

What is a scenario?

A scenario represents a workflow or a project of your own creation, and it is made up of a series of modules that automate apps and services. Creating a scenario allows you to transfer and transform data between apps and services via these modules to automate anything and improve the way you work.

What is a module?

Modules are the main building blocks of automation in Make. Modules represent actions that Make performs with an app, like creating, updating, or deleting data.

What is mapping?

Mapping links the modules in your scenario. When you map an item, you connect the data retrieved by one module to another module to perform the desired action. For example, you can map email addresses and subject lines to create a spreadsheet using this data.

Bring automation and AI to your business

Talk to sales
Get started free

Subscribe to news updates*

* By submitting this form, you confirm that you agree to the storing and processing of your personal data as described in our Privacy Notice.

Join 4,000+ companies

Product

  • Overview
  • Integrations
  • Maia AI assistant
  • AI agents
  • AI Automation
  • Agentic automation
  • Make Grid
  • MCP server
  • Status

Solutions

  • Marketing
  • Sales
  • Operations
  • Information Technology
  • Finance
  • Customer Experience
  • Productivity
  • People
  • Idea exchange

Resources

  • Templates Library
  • Make AI apps
  • Help centre
  • Blog
  • Success stories
  • How-to-guides
  • Make Academy
  • Make Community
  • Webinars

Company

  • About us
  • Careers
  • Contact us
  • Press
  • Terms & conditions
  • Privacy policy
  • Disclaimer
  • Bug bounty
  • Ethics & compliance

Partners

  • Hire an expert
  • Become a partner

© 2026 Celonis, Inc. All rights reserved.