Fluent by Apryse vs Docmosis
A Definitive Comparison in 2025

Fluent by Apryse and Docmosis both provide software products that simplify the generation of business documents.

While it might seem they serve the same purpose, their subtle differences make them more appropriate for different uses.

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Fluent by Apryse (formerly Windward Studios) is built for generating documents from templates with the ability to pull data from multiple data sources, including SQL, Oracle, and DB2. It’s ideal for employees in large enterprises with decentralized data who want to automate the creation of their own reports without involving their tech team. However, formatting for more advanced layouts may not always translate perfectly, and users without some technical knowledge may find it difficult to use.

While Apryse’s Fluent shows inconsistencies when dealing with complex layouts and template-to-document conversion, this is where Docmosis shines. It’s a fast, reliable, and scalable solution, designed to integrate with custom-built business software or popular third-party platforms to automate the document generation process.

This article discusses the differences between Fluent by Apryse vs Docmosis in their:

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Price

icon start-up

Ease
of Setup

icon template

Creating
Templates

icon data server

Data
Sources

icon quality

Quality
of Output

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Resources
 & Support

If you prefer hands-on learning, sign up for a 30-day free trial of Docmosis.

Fluent by Apryse
(formerly Windward Studios)
Docmosis
logo fluent docmosis logo colored
Price
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30-day free trial

Pricing is now hidden.

Last known pricing in April 2023
started at $6,790/yr for the self-hosted engine.

The MS Word plugin called Designer was $730/yr.

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30-day free trial

Cloud starts from $49/mo for 4,000 pages.
No overage charges.

Self-hosted prices start at $3,695 for a
perpetual license.

Ease of Setup
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Offers a self-hosted solution that’s
complex to install and configure. The
cloud option (Windward Hub) was shut
down in the move to Apryse.

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Offers both SaaS and self-hosted
solutions. Both are easy to set up,
enabling users to begin generating
documents with minimal effort.

Creating Templates
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Requires Microsoft Office plugin
and familiarity with tagging,
data structures, and databases.

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Templates can be designed
in MS Word, without plug-ins,
using simple plain-text fields.

Data Sources
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Connects directly and in real-time with
multiple data sources including JSON,
XML, SQL, Oracle, and DB2.

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Accepts JSON and XML data inputs via
the API, ideal for integrating with
custom software. Can be connected to
third-party platforms using Zapier.

Quality of Output

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Nine export options including DOCX, XLSX,
PPTX, PDF, RTF, JPG, and direct-to
printer. The outputs may vary from the
original template.

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Specializes in text-based paginated
documents like DOCX, ODT, TXT, and
PDF. Achieves the best transformation
between template and generated
document.

Resources & Support
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It’s hard to find specific support
documents, and some are
outdated. However, customer
support is responsive.

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Resources are thorough, neatly
organized, and regularly
updated. Customer support is
prompt and helpful.

Best for

Document creation
with extensive output options and import options
from multiple databases, but basic formatting.

Try free for 30 days
(no card required)

Generating business documents
with advanced formatting and logic
via API.

Try free for 30 days
(no card required)

Fluent by Apryse

What is Fluent by Apryse ?

Turn raw data into organized documents
David Thielen founded Windward Studios in 1996 with the belief that “no one should have to repetitively create any document” [*]. By 2021, it was acquired by PDFTron and then renamed again to Fluent by Apryse, but the core functionality stayed the same.

Apryse’s Fluent provides a self-hosted platform made up of a template designer plugin, a template manager, and a document generation engine. The plugin integrates with Microsoft Office for designing templates, connecting them to multiple databases, and storing them in the template manager. Plus, the document generation engine automates the population of templates with data and exports final documents to formats like DOCX, XLSX, PPTX, and PDF.

Fluent by Apryse is best for large enterprises that want to generate documents like these, with data from multiple databases. However, it falls short if you want your export document formatting to look precisely like the template.

What is Docmosis?

Generate professional documents with high precision

Paul Jowett began work on the Docmosis concept in 2006 to answer two simple questions: What if business documents could be generated from templates? And what if these templates could be created by anyone using popular software they already know?

Docmosis offers three document generation products:

  • Docmosis Cloud: an online SaaS solution that provides access to the Docmosis engine via a REST API.
  • Docmosis Tornado: a self-hosted, stand-alone solution that makes the Docmosis engine connectable with custom software applications via a REST API.
  • Docmosis Java: a Java library, optimized for high performance, specifically for embedding in Java applications.

Regardless of the product, you can create templates with two of the most popular word processing software: Microsoft Word and LibreOffice, without installing any third-party plugins. To generate documents, Docmosis supports JSON and XML data sources sent to the REST API.

Docmosis is best for businesses that want to connect with external apps to generate documents like these (reports, proposals, contracts, certificates, invoices, and more) with advanced formatting and automation logic.

Docmosis

Fluent by Apryse vs Docmosis

Ease of Setup

Docmosis offers both cloud and self-hosted options. Apryse’s Fluent offers only a self-hosted solution.

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logo windward
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docmosis logo colored

Fluent by Apryse only offers a self-hosted solution for document automation. You have to install a Microsoft Office plugin, called the Fluent Designer, to be able to edit templates with Microsoft Word. This is a licensed product and might require separate licenses for every template author.

You also need the Fluent Engine for exporting & the Fluent Manager to keep your documents organized. All three work together for a complete document automation lifecycle.

Apryse Fluent Stack

The installation process of these modules and getting them to work together is complex, even with the help of an IT team. Quite a hurdle if you’re looking to get started quickly.

apryse invoice

Unlike Apryse;s Fluent, Docmosis has three options:

  • Cloud (a SaaS option) that saves you the hassle of complex installations.
  • Tornado (a self-hosted option) to install on your own servers.
  • Docmosis-Java (a Java library) to embed in a Java application.

docmosis interface
The process doesn’t require any special plugins; it naturally works with the document editor you already use.

Note: Docmosis’ interface is made for managing templates and testing document generation.
The actual document generation happens automatically based on integrated third-party software.

Creating Templates

Docmosis lets you quickly iterate on the development of a template, while Apryse’s Fluent takes a more complex, technical approach.

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logo fluent
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docmosis logo colored

Fluent by Apryse comes with 21 pre-made templates and requires a Fluent Designer plugin.

The plugin supports template creation with only with Microsoft Office tools: Word, Excel, and PowerPoint. While these interfaces might feel familiar, the plugin’s features require a high level of technical competence, you need to familiarize yourself with Fluent’s auto-tag and Wizard features, learn to configure and connect with databases, and have a good grasp of data structures.

Apryse Fluent creating template

On the other hand, Docmosis has a document gallery with 43 document templates that include:

Many of these are made by Docmosis and come with sample data for testing. Docmosis also provides the ability to generate sample data based on the fields in the template, either via the user interface or via the API.

docmosis api

You can create templates from scratch using LibreOffice Writer or Microsoft Word by adding plain-text placeholders to create the merge fields. When uploaded to Docmosis, they can be easily tested with the sample data to see what the final document will look like once generated. Also, creating conditional statements for content and injecting data into table rows requires only a few lines of code.

docmosis template

The final document retains the formatting applied to merge fields in your template (which we cover in depth in the next section).

Quality of Export

Apryse’s Fluent supports multiple output formats with lower template to document conversion accuracy, while Docmosis supports fewer output formats but offers a higher conversion accuracy.

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logo windward
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docmosis logo colored

Fluent by Apryse can output documents in various formats, including DOCX, PPTX, XLSX, PDF, and HTML. In addition to that, it also does RFT and direct-to-printer.

When it comes to the quality of document exports, Apryse’s Fluent is acceptable for basic docs with limited formatting and simple tables. However, when working with complex documents, the final output can look quite different from the original template. For example, logos can get resized or moved, font types changed, and column widths expanded.

This means that, after investing time designing templates, they’ll end up looking different in the output, which defeats the purpose of a template-based process.

export quality

Meanwhile, Docmosis focuses on the following document-based outputs: PDF, DOCX, ODT, and TXT.

Unlike Apryse’s Fluent, the generated documents look like the initial template, for simple and multi-page documents alike.

docmosis export quality

This gives you the flexibility and control expected of a template-based approach, knowing that your hard work will be reflected in the final document.

Data Sources

For input data, Fluent by Apryse connects with multiple databases, while Docmosis primarily supports JSON and XML data.

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docmosis logo colored

Docmosis accepts data in XML and JSON formats, making it compatible with most modern custom-built software applications. It offers an easy-to-use API for connecting with other apps and third-party tools. However, it doesn’t provide as many built-in integrations as Apryse’s Fluent.

**Update: Docmosis also provides a Zapier integration, enabling it to connect easily with thousands of apps (e.g., HubSpot, Tally, Pipedrive, Salesforce). This significantly expands its integration capabilities.

Fluent by Apryse is very flexible when it comes to data sources. In addition to its API, it connects directly with JSON, XML, SQL, Oracle, DB2, and other databases to inject data into templates in real time. Unlike Docmosis, Apryse’s Fluent can combine data from multiple sources into a single template, which makes it more flexible.

data sources

Resources & Support

Fluent’s resources are outdated, but their support is reliable. Docmosis offers organized resources and excellent support.

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logo fluent
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docmosis logo colored

Having a well-organized help section means seamless troubleshooting, done by end-users themself. This helps take the load off higher-level decision-makers and removes bottlenecks since the person encountering issues can also resolve them.

As Fluent (previously Windward Studios) is part of the larger Apryse group, finding specific resources is challenging due to unintuitive organization. The knowledge base also isn’t frequently updated, which leads to confusion and lengthy troubleshooting sessions. On the other hand, users praised the customer support team when it was under Windward.

Unlike Apryse’s Fluent, Docmosisresource section is neatly structured and organized, with filters that make it easy to find resources according to products (Cloud, Tornado, and Java) and their different versions.

docmosis resources

Plus, Docmosis has comprehensive, easy-to-follow, and frequently updated documentation for quickly resolving issues. Their customer support team is also prompt, providing detailed responses with specific examples and templates. It has been described as brilliant and excellent several times. Check out the user reviews on Capterra here.

Price & Free Trial

Docmosis has a long free-trial period and the best value paid plans. Fluent’s pricing plans are hidden.

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logo windward
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docmosis logo colored

Fluent’s free trial lasts for 30 days. During this period, generated documents have the watermarks and/or Fluent logo at the bottom.

liquidation policy

Similar to Apryse’s Fluent, Docmosis also offers a free 30-day trial. However, Docmosis gives full access to its features, without any form of branding in the headers and footers, and no watermarks. And the trial period can even be extended if needed.

Currently, Fluent’s (or Apryse’s) paid plans are hidden. Before it was rebranded as Fluent by Apryse, as at April 2023 (the last time they were public) the starting price for the Windward Engine was $6,790 per year. Editing templates required an MS Word add-in, called the Windward Designer, which had an additional cost of $730 per user per year. This means that the number of template authors needed to be known and licensed in advance.

Fluent’s architecture includes separate components:

  • Fluent Designer,
  • Fluent Manager,
  • and Fluent Engine.

While the Fluent Designer (used for creating templates in Microsoft Word) is likely to have per-user pricing, the Fluent Engine is licensed based on usage volume. Fluent Manager‘s pricing and licensing are less clearly defined and may vary depending on deployment or support needs.

Fluent offers a RESTful Engine and Java Engine, similar to the Docmosis Tornado and Docmosis-Java, but unlike Fluent, Docmosis requires only a one-time license payment starting at $3,695. For support and updates, Docmosis offers an optional package, starting at $1,478 annually. Unlike Fluent, where the license fees need to be paid every year, if you don’t take the optional renewal, the Docmosis software will continue to run indefinitely.

Docmosis Cloud (a cloud solution that Fluent doesn’t offer) pricing is completely transparent. It unlocks all features on each plan; the only difference between them is in the number of users and work environments. Each plan’s price is based on the monthly page generation (with unlimited input templates):

Pages Professional Business Enterprise
Per Month
User
1
Environment
1
User
3
Environment
2
User
10
Environment
4
4,000 $49 $64 $78
10,000 $99 $127 $153
20,000 $164 $205 $246

This simply means if you generated two documents with Docmosis, one document with 4 pages and the other with 6 pages, a total of 10 pages will count towards your quota.

Pros & Cons

Fluent by Apryse
(formerly Windward Studios)
Docmosis
logo windward docmosis logo colored
Pros
  • 30-day free trial
  • Output in XLSX and PPTX as well as standard document formats
  • Link multiple databases to a single template
  • Responsive customer support
  • 30-day free trial (with extensions)
  • Trial unlocks full features without branded headers, footers, and watermarks
  • Offers cloud and self-hosted solutions
  • Plans are affordable and scalable
  • Detailed resources and helpful support
  • No plugin or extra licensing costs for creating templates
Cons
  • Hidden pricing plans
  • No cloud version of Designer
  • Self-hosted option is complex to set up
  • Trial generates branded documents
  • Steep learning curve
  • Template designer requires licenses for every template author
  • Limited direct integrations
  • Limited Output format options (no Excel or PowerPoint)

Final Verdict: Fluent by Apryse vs Docmosis

Fluent by Apryse
(formerly Windward Studios)
Docmosis
logo fluent docmosis logo colored
Best for

Large enterprises and employees that
want to generate documents from
multiple data sources without involving
their tech team.

Get Started

Businesses that want to generate
documents from custom software or
third-party apps, and want the output
documents to look like their template.

Get Started