Zeplin

Bridge design and development faster with Zeplin AI automation

Developers ask about design specs, color values, and typography. Your AI agent pulls the answers directly from Zeplin projects, eliminating back-and-forth with designers. Screen annotations, styleguide tokens, and component details served up instantly.

Chosen by 800+ global brands across industries

Design handoff actions your agent masters

Your AI agent navigates Zeplin projects, fetches design tokens, manages screen annotations, and keeps styleguides in sync during live conversations with your team.

Zeplin

Use Cases

Design-dev collaboration transformed

Real scenarios where AI agents eliminate the friction between designers and developers, turning Zeplin into an always-available design reference desk.

Instant Design Spec Lookups for Developers

A frontend developer asks 'What are the exact color values for the primary buttons in Project X?' Your AI Agent queries the Zeplin project colors API, retrieves the full color palette with RGBA values and token names, and presents them in a copy-paste ready format. The developer gets accurate specs without pinging the design team or searching through Zeplin manually.

Screen Annotation Reviews Without Context Switching

A QA engineer preparing for a sprint review asks 'What notes did the designer leave on the checkout screen?' Your AI Agent fetches all annotations for that screen from Zeplin, lists each note's content and position, and flags any unresolved comments. The engineer builds their test cases from designer intent without leaving their workflow.

Design System Updates Pushed Through Conversation

A design system manager says 'Add a new color called Warning Orange with RGB 255, 152, 0 to our shared styleguide.' Your AI Agent creates the styleguide color in Zeplin with the exact values and name provided. The color appears in the shared styleguide immediately, available to every project that inherits from it.

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Zeplin

Zeplin

FAQs

Frequently Asked Questions

How does the AI agent retrieve color values from my Zeplin projects?

The agent uses Zeplin's Project Colors API to fetch all defined color tokens for a given project. Each color includes its red, green, blue, and alpha channel values, plus its assigned name and optional source ID from Sketch or Figma. The agent can also access styleguide-level colors that are shared across multiple projects.

Can the agent update design tokens in Zeplin or is it read-only?

The agent supports both read and write operations. It can update color RGBA values, modify text style properties, create new styleguide colors, and update screen annotations. You control which write operations are allowed through your Tars tool configuration and Zeplin API key permissions.

What Zeplin permissions does the API key need for Tars?

The API key needs access to the projects and styleguides you want the agent to reference. Zeplin API keys inherit the permissions of the account that created them. For read-only access to specs, a standard member key works. For write operations like color creation, admin-level access is recommended.

Does Tars store copies of my Zeplin design files or screens?

No. Tars queries Zeplin's API in real time during conversations. Screen data, color tokens, text styles, and annotations are fetched live and used only to generate the agent's response. No design assets or project data are cached or stored in Tars databases.

Can the agent access screen annotations left by specific team members?

The agent retrieves all annotations on a given screen, including content, position, and type. While the API returns annotation metadata, filtering by specific author requires post-processing. The agent can list all notes and you can identify authorship from the annotation details provided.

How is this different from just opening Zeplin in my browser?

Opening Zeplin means navigating projects, finding the right screen, and manually copying values. Through Tars, your developers ask in plain language and get precise answers instantly. The agent handles project navigation, data extraction, and formatting. It works inside Slack or your existing chat tools, no context switching required.

Can the agent handle multiple Zeplin projects in one conversation?

Yes. The agent can query different project IDs within the same conversation. Ask about colors in one project, then switch to screen annotations in another. Each API call targets the specific project ID you reference, so cross-project queries work seamlessly.

How do I connect Zeplin to my Tars AI Agent?

In your Tars dashboard, navigate to Tools and select Zeplin. Enter your API key from the Zeplin developer settings page. Once connected, attach the Zeplin tool to your AI Agent Gambit. The agent will call Zeplin's API whenever team members ask design-related questions during conversations.

How to add Tools to your AI Agent

Supercharge your AI Agent with Tool Integrations

Don't limit your AI Agent to basic conversations. Watch how to configure and add powerful tools making your agent smarter and more functional.

Real results, real customers, real stories

“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager
“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager

Privacy & Security

We’ll never let you lose sleep over privacy and security concerns

At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.

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ISO
SOC 2
HIPAA

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