Docmosis

Generate polished PDF documents mid-conversation with Docmosis AI

A customer needs an invoice. A partner requests a contract. Your AI agent triggers Docmosis to merge data into templates and produce professional documents on the spot. No manual data entry, no waiting for someone to open Word. Documents generated in seconds during live conversations.

Chosen by 800+ global brands across industries

Document generation at conversation speed

Your AI agent leverages Docmosis' template engine and cloud rendering to produce, inspect, and manage professional documents without human intervention.

Docmosis

Use Cases

Documents created through conversation

See how businesses use AI agents to generate invoices, contracts, and reports from Docmosis templates without anyone opening a document editor.

On-Demand Invoice Generation for Customer Requests

A customer messages asking for an invoice for their latest order. Your AI Agent collects the order details, checks the Docmosis template structure for the required fields, and triggers a document render with the customer's data merged into your branded invoice template. The customer receives a professional PDF in under a minute. Your finance team never had to open a spreadsheet or accounting tool.

Template Field Validation Before Batch Processing

Your operations team prepares to generate 500 certificates for a training program. Before running the batch, they ask the AI Agent to inspect the certificate template. The agent returns every field, repeating section, and conditional block from Docmosis, confirming the data schema matches. Template mismatches are caught before a single page renders, saving hours of debugging failed batch jobs.

Capacity Checks Before High-Volume Document Runs

End of quarter means thousands of reports need generation. Before kicking off the batch, your team asks the AI Agent about current render queue utilization and monthly quota. The agent checks Docmosis' queue status and account summary, confirming there is enough capacity. Your team launches the batch confidently. No mid-run failures from hitting quota limits or overloaded queues.

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Docmosis

Docmosis

FAQs

Frequently Asked Questions

How does the AI agent know which fields to populate in a Docmosis template?

The agent calls Docmosis' template structure endpoint, which parses the template and returns every field name, repeating group, conditional section, and image placeholder. This means the agent understands exactly what data the template expects before attempting a render. If a field is missing, the agent can ask the user for it during the conversation.

What document formats can Docmosis generate through this integration?

Docmosis supports output in PDF, DOCX, ODT, and TXT formats. Templates are created in Microsoft Word or LibreOffice Writer using plain-text placeholders. The AI agent can request any supported output format when triggering a render, so a customer asking for a PDF invoice and a partner requesting a Word contract both get what they need.

Does the agent consume my Docmosis page quota when inspecting templates?

No. Template structure queries, environment status checks, image management, and connectivity pings do not count against your page quota. Only actual document renders consume quota pages. You can inspect templates and monitor capacity as often as needed without affecting your monthly allocation.

Can the agent handle templates with repeating data like invoice line items?

Yes. Docmosis templates support repeating sections for things like invoice line items, table rows, or numbered lists. The agent's template structure query identifies these repeating groups, and when triggering a render, it passes the array data that fills each row. A 50-line invoice renders just as easily as a 3-line one.

Does Tars store the generated documents or the data used to create them?

Tars does not store generated documents. The render request goes to Docmosis Cloud, which produces the document and returns it. The document content passes through the conversation but is not archived by Tars. Your data stays between your systems and Docmosis. You control document storage on your own infrastructure.

How is this different from generating documents manually in Word?

Manual document creation requires opening Word, finding the template, copying data from another system, formatting, and saving. With Tars and Docmosis, the AI agent collects data during a conversation and produces a finished document automatically. A process that takes 15 minutes manually happens in seconds, with zero copy-paste errors.

What happens if the Docmosis render queue is full when a document is requested?

The agent checks queue utilization before submitting render jobs. If the queue is near capacity, it informs the user and can either queue the request for later or suggest waiting. Docmosis Cloud scales under load, so queue saturation is rare, but the agent handles it gracefully rather than submitting jobs that might time out.

Can the agent manage images used in document templates, like company logos?

Yes. The agent can list all stock images stored in your Docmosis account, retrieve specific images by name, and delete outdated ones. If a template requires a company logo or signature image, the agent can verify it exists before triggering a render, preventing broken image placeholders in generated documents.

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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