Formstack Documents vs Apryse Fluent vs Docmosis
A Definitive Comparison in 2025

Formstack Documents, Fluent by Apryse, and Docmosis all provide software products that simplify the creation 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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Formstack Documents (previously WebMerge) produces documents from templates using data from form submissions and automation tools. It’s well-suited for creating personalized sales proposals and agreements. While generally reliable, layout precision may vary in documents that include complex tables or images.

Meanwhile, Fluent by Apryse (previously Windward Studios) is designed for creating data-driven reports and templates from a wide range of sources, including SQL, Oracle, and DB2. It’s ideal for enterprise users, with decentralized data, who want to automate their report generation without always involving their IT teams. However, some advanced formatting features and data bindings may require a moderate learning curve for less technical users.

While both tools offer flexible document generation, they show inconsistencies when dealing with complex layouts and template-to-document conversion, which is where Docmosis shines. It’s a fast, reliable, and scalable solution, designed to integrate with custom-built business software applications or third-party platforms to automate the document generation process.

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

icon price

Price

icon start-up

Ease
of Setup

icon template

Creating
Templates

icon data server

Data
Sources

icon quality

Quality
of Output

icon resources

Resources
 & Support

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

Formstack Documents
(formerly WebMerge)
Fluent by Apryse
(formerly Windward Studios)
Docmosis
logo formstack logo fluent docmosis logo colored
Price
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14-day free trial

Starts at $99/month for 50 document merges.

Additional users and usage are paid separately.

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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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Cloud solution (web app) that requires no
installation and has an easy account
creation process.

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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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The template creation process can
be confusing, with three different
competing ways of 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 plugins,
using simple plain-text fields.

Data Sources
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Connects with Formstack forms. Can be
connected to other third-party platforms
using Zapier and the Salesforce CRM.

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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 via API
– great for custom software.
Offers integration with thousands of platforms via
Zapier.

Quality of Output
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Various export options: DOCX, XLSX, PDF,
HTML, JPG, and email. However, the
DOCX and PDF documents can differ
significantly from the original template.

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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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Resources are not organized for easy
navigation and searchability. Some users
report that customer support quality
dropped since the Formstack acquisition.

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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

Creating simple documents from
forms and CRMs, with e-signature
support.

Try free for 14 days
(no card required)

Document creation with basic
formatting from multiple
databases.

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)

formstack

What is Formstack Documents?

Turn user inputs into simple documents

In 2011, Jeremy Clarke founded WebMerge to automate repetitive document creation for businesses. In 2019, WebMerge was acquired by Formstack and renamed to Formstack Documents. Besides the name change, the core functionality stayed the same.

Formstack Documents’ cloud platform is straightforward to use. Users can create document templates from scratch, select pre-existing ones from the template library, or upload a custom Microsoft Office design. For data input, Formstack Documents integrates with various form creation tools, CRM programs, and e-signature apps, and enables export of created documents in DOCX, PDF, and JPG formats.

Formstack Documents is ideal for businesses that need to generate simple documents like these, with form responses, CRM data, and e-signatures. But it can struggle with accurate template-to-document conversions.

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.

Fluent by Apryse 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.

windward
docmosis

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 software options:

  • Docmosis Cloud: An online SaaS solution that provides access to the Docmosis engine via a REST API.
  • Docmosis Tornado: A self-hosted, stand-alone application that provides template-based document generation as a local web service.
  • 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 populate documents, Docmosis supports JSON and XML data sources sent to the REST API.

Docmosis is best for businesses that want to generate documents like these (reports, proposals, contracts, certificates, invoices, etc.) with advanced formatting via API.

Formstack Documents vs Fluent by Apryse vs Docmosis

Ease of Setup

Formstack Documents offers an easy cloud-based app, while Fluent’s self-hosted solution is harder to get started with. Docmosis offers both cloud and self-hosted options.

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logo formstack
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logo fluent
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docmosis logo colored

Formstack Documents is easy to get started with because it’s a cloud-based document generation solution there’s no need for any software downloads or installations, which keeps setup time to a minimum. You only have to go through the sign-in process and you’re ready to go.

formstack document

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.

formstack processing

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.

formstack interface

Unlike Formstack Documents and Apryse’s Fluent, Docmosis has three options for setup you can choose from:

  • 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 provided for managing templates and generating test documents.
The actual document generation happens automatically via the API based on integrated third-party software.

Creating Templates

Docmosis lets you quickly iterate on the development of a template, Formstack Documents offers multiple builders that can be confusing to choose from, and Fluent by Apryse takes a more complex, technical approach.

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logo formstack
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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 template designer plugin.

The plugin supports template creation with the 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.

formstack creating template

Formstack Documents has 40 pre-made templates to help you get started.

These include employee contracts, client contracts, event tickets, and invoices. However, most of these templates only include simple merge fields for basic text input like dates [1], names [2], emails, and descriptions. If you need advanced formatting with conditional logic, you’ll have to heavily customize the default templates or build your own from scratch.

formstack creating template document

Formstack Documents provides three different approaches to create templates from scratch:

  • Text mode: A regular, text-based builder with text-based merge fields.
  • Drag-and-drop builder: A text-based builder with drag-and-drop merge fields.
  • Advanced mode: An HTML mode for more granular control if you’re comfortable reading/writing code.

formstack creating template document

While the builder lets you create all kinds of documents, finding features and designing high-quality templates comes with a learning curve because of all the options and builder variations, even with the mini tour and demo videos.

Alternatively, you can upload templates to Formstack Documents from any of the Microsoft Office Apps: Word, Excel, and PowerPoint. Or you can use a fillable PDF.

With so many options for creating templates, it’s difficult to know which one to use. The question of which one is best for any particular document can only really be answered through trial and error, which can be very time-consuming.

Additionally, Formstack Documents can generate a simple web form for testing the template with mock data (image below).

formstack test document

Similar to Formstack Documents, 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 invoice

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

Formstack Documents and Apryse’s Fluent support 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 formstack
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logo fluent
icon stars
docmosis logo colored

Formstack Documents and Fluent by Apryse can output documents in DOCX, PPTX, XLSX, PDF, and HTML formats. In addition to that, Formstack Documents also exports to email, while Apryse Fluent does RTF and direct-to-printer.

When it comes to the quality of document exports, both tools are acceptable for simple documents with basic formatting and simple tables. However, when working with complex documents, the final output can look quite different from the original template. For example, images can get resized or moved, font types changed, and table 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

Formstack Documents Export

export quality

Apryse Fluent Export

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

Unlike Formstack Documents and Apryse Fluent, the generated documents look exactly 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, Formstack Documents connects with forms and CRMs, while Docmosis primarily supports JSON and XML data.

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logo formstack
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logo fluent
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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 custom-built applications and third-party tools. However, it doesn’t provide as many built-in integrations as Formstack Documents or Fluent by Apryse.

**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.

Formstack Documents’ documents can be populated with data from its native integration with Formstack Forms and other integrations like Salesforce. Formstack Documents also integrates with Zapier, enabling document generation from apps like Google Forms, Eventbrite, and Constant Contact, and has a public API for even more data source integrations.

It also lets you set rules for when data should be populated in documents.

data sources

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, and DB2 databases to inject data into templates in real time. Unlike Docmosis and Formstack Documents, Fluent by Apryse can combine data from multiple sources into a single template, which makes it more flexible.

data sources

Resources & Support

Formstack Documents has scattered resources and inconsistent support, Fluent by Apryse’s resources are outdated, but their support is reliable, and Docmosis offers organized resources and excellent support.

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logo formstack
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logo fluent
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docmosis logo colored

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

Formstack Documents’ resources are scattered throughout its website and buried under lots of pages, making it challenging to navigate and find precisely what you’re looking for. While their customer support was good, users have reported the quality has dropped since the Formstack acquisition.

Now that 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 praise the customer support team when it was under Windward Studios, but there are no recent reviews about the support experience since the transition to Apryse.

Unlike Formstack Documents and Apryse Fluent, Docmosis’ resource 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

And the support has been described as brilliant and excellent several times. Check out the user reviews on Capterra here.

Price & Free Trial

Docmosis has the longest and full-featured free trial and offers the best value paid plans. By comparison, Formstack Documents is quite expensive, and Fluent’s pricing plans are hidden.

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logo formstack
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logo fluent
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docmosis logo colored

Docmosis and Fluent offer a 30-day trial, while Formstack Documents has a 14-day trial.

Formstack Documents offers a 14-day free trial of their cloud solution. However, the trial documents have watermarks and “Test Document” headers, which make the test documents difficult to view and don’t provide an accurate representation of the product.

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.

As for the paid plans, Formstack Documents’ plans are based on document merges, Docmosis’ are based on pages, and Apryse isn’t transparent with their pricing.

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 also 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, even if you don’t take the optional renewal, the Docmosis software will continue to run indefinitely.

Formstack Documents, which is similar to Docmosis Cloud, is a part of Formstack’s suite but you can still get it separately for $99/month. It gives you access to 1 builder user, 10 document templates, and 50 document merges per month.

For additional users and higher usage, you’ll need to pay extra. The main pricing page doesn’t reveal much detail, but when attempting to upgrade from a free trial, you may encounter additional “Documents” plans – Micro, Starter, Professional, Business, and Enterprise – ranging from $31.99 to $439.99. However, these appear outdated, lack clear information, and don’t seem to align with the primary pricing page.

Docmosis Cloud 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 produced 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

Formstack Documents
(formerly WebMerge)
Fluent by Apryse
(formerly Windward Studios)
Docmosis
logo formstack logo fluent docmosis logo colored
Pros
  • Integrates with web forms and e-sign apps
  • Offers integration via Zapier and API
  • Simple web-based interface
  • No software to download, install, or manage
  • Supports template design in Word and PDF
  • 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
  • Trial lasts for 14 days and produces test documents with heavy watermarking
  • Expensive pricing plans
  • Struggles with complex document outputs
  • No self-hosted solution
  • Customer support may not be responsive at times
  • Three template design options, all with very different experiences
  • Hidden pricing plans
  • No cloud-based solution
  • Self-hosted option is complex to set up
  • Trial generates branded documents
  • Steep learning curve
  • Template designer may require licenses for every template author
  • Limited direct integrations
  • Output options limited to document formats (no Excel or PowerPoint)

Final Verdict: Formstack Documents vs Apryse Fluent vs Docmosis

Formstack Documents
(formerly Webmerge)
Fluent by Apryse
(formerly Windward Studios)
Docmosis
logo webmerge logo windward docmosis logo colored
Best for

Businesses that want to generate
simple documents from Formstack
web forms or Salesforce, and send
them to be signed electronically.

Get Started

Large enterprises and employees who
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 exactly like their template.

Get Started