Felt

Give your maps a voice with AI-powered Felt conversations

Field teams, stakeholders, and clients ask about map data constantly. Your AI agent queries Felt in real time, retrieves layers, elements, and project details, and delivers geospatial answers inside any chat channel. No GIS expertise required from the person asking.

Chosen by 800+ global brands across industries

Geospatial intelligence inside every conversation

Your AI agent connects directly to Felt's map, layer, element, and project APIs, turning complex spatial data into plain-language answers on demand.

Retrieve Map Details

Stakeholder asks for the latest status of a project map. Your AI agent calls Felt's Get Map Details endpoint, pulls metadata including title, description, and sharing settings, and summarizes the map's current state in plain language.

List Map Elements

A field manager needs to know which markers exist on a specific route map. Your AI agent queries Felt's List Elements endpoint, returns the GeoJSON features for that map, and describes each point, line, or polygon in the conversation.

Create Map Elements

Dispatcher reports a new incident location that needs to appear on the team's shared map. Your AI agent calls Felt's Create or Update Elements API with GeoJSON coordinates, adding the pin directly to the live map without anyone opening a browser.

Browse Project Inventory

Team lead wants to see all active mapping projects under their organization. Your AI agent uses Felt's List Projects endpoint, filtered by organization ID, and returns project names and descriptions so the lead can pick the right one.

Inspect Layer Structure

Analyst asks how many data layers a particular map contains. Your AI agent calls Felt's List Layers API with the map ID, retrieves every layer's name and type, and reports the full layer stack in the conversation.

List Data Sources

Data engineer needs to verify which external sources feed into the team's Felt workspace. Your AI agent calls the List Sources endpoint, enumerates all connected data sources, and confirms what is currently available for map creation.

Felt

Use Cases

Mapping data accessible through conversation

Real scenarios where teams use an AI agent connected to Felt to surface geospatial insights, update shared maps, and manage projects without switching to a GIS tool.

Instant Field Report Updates on Shared Maps

A utility field technician messages that a downed power line is blocking a road. Your AI Agent takes the GPS coordinates from the message, calls Felt's Create or Update Elements API, and drops a hazard marker on the team's shared map with a description of the incident. Dispatch sees the new pin immediately. The response team reroutes without a single phone call or dashboard login.

Stakeholder Briefings Without Opening a Map

An executive asks for a quick summary of the coastal survey project before a board meeting. Your AI Agent calls Felt's Get Map Details and List Layers endpoints, retrieves the map title, description, layer count, and last-modified date, then composes a concise briefing. The executive gets the context they need in 30 seconds, directly in their chat window.

Auditing Project Inventory Across the Organization

A GIS manager needs to catalog all active Felt projects for an annual review. Your AI Agent queries the List Projects endpoint filtered by organization, returns every project name and description, and flags any that lack descriptions. The manager completes their audit from a chat conversation instead of clicking through dozens of workspace screens.

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Felt

Felt

FAQs

Frequently Asked Questions

How does the AI agent retrieve data from a specific Felt map?

The agent uses Felt's Get Map Details endpoint to fetch metadata and the List Elements endpoint to retrieve all GeoJSON features on that map. When a user asks about a particular map, the agent queries by map ID, parses the returned geometry and properties, and presents the information in plain language during the conversation.

Can the agent add new pins or polygons to a Felt map during a chat?

Yes. The agent calls the Create or Update Elements API with a GeoJSON FeatureCollection containing the new geometry. You can send point coordinates from a field report, and the agent adds them as map elements. The changes appear on the shared Felt map instantly for all viewers.

What credentials does Tars need to connect to my Felt workspace?

Tars requires a Felt API Token, which you generate in the Developers tab of your Felt Workspace Settings. The token provides access to maps, layers, elements, projects, and sources within your workspace. You can revoke or regenerate the token at any time without affecting your existing maps.

Does Tars store geospatial data from my Felt account?

No. The agent queries Felt's REST API in real time during each conversation. Map metadata, GeoJSON elements, layer details, and project information are fetched live and used only to generate the current response. No geospatial data is replicated or cached by Tars.

Can the agent list all layers and data sources for a given map?

Yes. The agent calls the List Layers endpoint with the map ID to retrieve every layer's name, type, and pagination cursor. For workspace-level data sources, it calls the List Sources endpoint. Both results are combined to give a complete picture of what data feeds into a specific map.

How is this different from using Felt's web interface directly?

Felt's web interface requires opening a browser, navigating to the right map, and clicking through layers. Tars lets anyone on your team ask a question in chat and get map data back instantly. It is especially valuable for field crews on mobile devices who need answers without loading a full GIS application.

What happens if someone asks about a map that has been deleted?

If the Get Map Details call returns a not-found error, the agent informs the user that the map no longer exists. It can then offer to list available maps or projects so the user can locate the correct resource. No dead ends in the conversation.

Can the agent manage Felt projects, or only individual maps?

Both. The agent can create new projects, update project names and descriptions, list all projects in an organization, and delete projects. For maps within a project, it can retrieve details, list layers and elements, duplicate maps, and add or remove elements. Full project and map lifecycle management is available.

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.

GDPR
ISO
SOC 2
HIPAA

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