# DreamFactory Reviews
**Vendor:** Integrate.io  
**Category:** [API Generation Software](https://www.g2.com/categories/api-generation)  
**Average Rating:** 4.4/5.0  
**Total Reviews:** 47
## About DreamFactory
DreamFactory is a secure, self-hosted enterprise data access platform that provides governed API access to any data source, connecting enterprise applications and on-prem LLMs with role-based access and identity passthrough. Deploy on-premises, air-gapped, or in the cloud with built-in enterprise security controls, giving you full ownership of your data layer without compromise. DreamFactory supports identity passthrough and role-based access so that every request is authenticated, authorized, and auditable, no matter where your data lives or who&#39;s accessing it. Whether you&#39;re connecting modern cloud applications, legacy databases, or enterprise LLMs to your internal data, DreamFactory provides a single governed layer that eliminates point-to-point integrations and sprawling middleware. Teams gain instant, secure access to the data they need without waiting on custom development or sacrificing compliance. Develop 4x faster, save 70% on new projects, remove project management uncertainty, focus talent on truly critical issues, win more clients, and integrate with newer and legacy technologies instantly as needed. With DreamFactory, your engineering teams spend less time building and maintaining data plumbing and more time delivering value. Purpose-built for enterprises that demand control, DreamFactory gives IT and security teams full visibility into how data is accessed, by whom, and from which applications — all from a centralized platform. Whether you&#39;re enabling AI initiatives with secure LLM access to internal data or modernizing legacy system connectivity, DreamFactory scales with your needs. Start a hosted trial or talk to our engineers to get access to an on-prem environment.




## DreamFactory Reviews
  ### 1. Saves hundreds of thousands of dollars on dev time

**Rating:** 5.0/5.0 stars

**Reviewed by:** Chao C. | Enterprise (> 1000 emp.)

**Reviewed Date:** April 24, 2024

**What do you like best about DreamFactory?**

DreamFactory is extremely easy to use as their user interface is very easy to follow. You set up your connections using their configurable options and you immediately gain access to APIs that connect to you data. The various types of API connections that DreamFactory offers is top notch. HTTP, SOAP, REST, Scripting, Files, DBs, and the list goes on. Think about how much time you spend on creating your APIs for your applications. Take the number of hours multiplied by the cost of the resources it takes to code APIs into existence. DreamFactory abstracts that layer of complexity by automating it, delivering APIs that are ready to consume. It also integrates well with your applications. I use DreamFactory nearly every day to consume data from various data sources. The customer support is also top notch; the folks over at DreamFactory know what they're doing.

**What do you dislike about DreamFactory?**

I have not run into anything that I dislike about DreamFactory. As a software developer and data engineer, the upsides far outweigh any potential downsides that may occur. DreamFactory has saved me so much time on API development that it's difficult to think of any downsides.

**What problems is DreamFactory solving and how is that benefiting you?**

DreamFactory abstracts the layer of complexity and time when it comes to developing APIs. For example, say I want to make an API that consumes data from a SQL Server. I would have to write the server side code, for example in Node or Python. I would then need to have a means of orchestrating that app on the cloud to generate an endpoint. Essentially, I would need knowledge in software development and cloud engineering. With DreamFactory, you connect to the DataSource and voila, out comes your API endpoint!

**Official Response from Terence Bennett:**

> Hi Chao - Thank you! We really value our customer's feedback, and we take great pride in the DreamFactory product. It's great to hear how much money DreamFactory has saved your team in dev time. We hear this from a lot of customers!

  ### 2. Smooth and easy

**Rating:** 4.5/5.0 stars

**Reviewed by:** Promi S. | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 24, 2024

**What do you like best about DreamFactory?**

For me personally, I love how easy it is to use, even for those with less experience with APIs. Unlike many other API development platforms, in DreamFactory manual coding isn't needed in most cases, this saves a lot of time and effort.
 I was able to connect my MySQL database and set up user permissions for my new app in minutes, something that would have taken me hours of coding otherwise.

**What do you dislike about DreamFactory?**

For me it's the paid plans, it can sometimes be quite expensive for some people. Other than that, I am satisfied with it.

**What problems is DreamFactory solving and how is that benefiting you?**

DreamFactory has been a gamechanger for me! As someone who's not a coding wizard, building APIs used to feel like a daunting task. But DreamFactory cuts through the complexity with its userfriendly interface and minimal coding requirements. No more getting bogged down in writing lines and lines of code . I can focus on what the API actually needs to do.

  ### 3. For me was interesting how faster could basic CRUD operations were exposed to consumption.

**Rating:** 3.5/5.0 stars

**Reviewed by:** Samantha M. | Enterprise (> 1000 emp.)

**Reviewed Date:** May 01, 2024

**What do you like best about DreamFactory?**

- Expose APIs to data sources.
- Swagger documentation of all APIs.
- Trial period time feels good.

**What do you dislike about DreamFactory?**

- Cost, think that is expensive.
- In order to test more data sources needs to acess to trial period
- Improve documentation examples, need to do some research in order to understand how was working the access token API.

**What problems is DreamFactory solving and how is that benefiting you?**

Reading data from different schemas in a easy way.

  ### 4. Really easy to set up, we started here rather than heavier AWS

**Rating:** 4.0/5.0 stars

**Reviewed by:** Stephen H. | Director, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 28, 2024

**What do you like best about DreamFactory?**

It's pretty easy to get a REST API up and running for quick prototyping.

**What do you dislike about DreamFactory?**

There's a little bit of a learning curve where you're aligning your understanding of APIs with the structure of the product.

**What problems is DreamFactory solving and how is that benefiting you?**

It's a great way to spin up an API and unblock a development process.

  ### 5. Great product!

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 24, 2024

**What do you like best about DreamFactory?**

Easy to use and to setup (for local deployment); Good documentation; Great set of databases / backends

**What do you dislike about DreamFactory?**

It would be great if it had a GUI for query / update the data on the projetc's databases, to make small updates and queries.

**What problems is DreamFactory solving and how is that benefiting you?**

Replace API programing on small systems when migrating towards SPA frontend-only apps

  ### 6. Gratefull, very googd

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 09, 2024

**What do you like best about DreamFactory?**

the security is very good give me options tu protected the data

**What do you dislike about DreamFactory?**

the technical options y so dificult to setting the parameters

**What problems is DreamFactory solving and how is that benefiting you?**

conect to others tools or applications to form sure

  ### 7. Great product

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 28, 2024

**What do you like best about DreamFactory?**

The onboarding process and the documentation made the evaluation process really easy

**What do you dislike about DreamFactory?**

The licensing model make the decision complex.

**What problems is DreamFactory solving and how is that benefiting you?**

Creating API fast to create an MVP version of a product

  ### 8. Easy, Rapid Creation of OpenAPI Services

**Rating:** 4.0/5.0 stars

**Reviewed by:** Keith S. | Enterprise (> 1000 emp.)

**Reviewed Date:** May 04, 2023

**What do you like best about DreamFactory?**

Dreamfactory has enabled me to have easier, faster and more secure access to our on-site data sources than ever before. What used to take all day now only takes minutes. The ability to tailor what data is able to served and the access control are a HUGE benefit as well.
The technical team is extremely knowledgeable and helpful as well.

**What do you dislike about DreamFactory?**

It is a minor quibble, but the inability to create Swagger 2 / OpenAPI 2 compliant endpoints makes it cumbersome to use in conjunction with Microsoft's Azure or Power Platform. Though, I see that as more of a problem with Microsoft than Dreamfactory.

**What problems is DreamFactory solving and how is that benefiting you?**

It eliminates the need to create custom-written API endpoints to access our data services. Dreamfactory allows us to rapidly connect to our onsite MSSQL databases and make the data accessible to our internal web applications.

  ### 9. Easier API Generation

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Transportation/Trucking/Railroad | Enterprise (> 1000 emp.)

**Reviewed Date:** April 14, 2023

**What do you like best about DreamFactory?**

Very intuitive gui which makes developer job easier. Have been using dream factory to generate apis for MySQL. It helps in decreasing the work of developer to generate corresponding APIs for a given db

**What do you dislike about DreamFactory?**

Nothing as of now. Very great work by dream factory team to help the developers to complete their APIs calls in no time.

**What problems is DreamFactory solving and how is that benefiting you?**

We have a integration through which the pipeline is run. On top of integration layer we have a reporting layer which helps the client to know about their payroll reports and so on. For calling the methods as an API in reporting layer we are using Dream factory.

  ### 10. It works for the limited use case we have very well.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Mechanical or Industrial Engineering | Mid-Market (51-1000 emp.)

**Reviewed Date:** January 03, 2023

**What do you like best about DreamFactory?**

The support/sales team are great, the GUI is fairly intuitive. We have a very limited use case and this was set up for us by an implementer, but the elements we need to look at on occasion are simple to locate and understand. It has never failed to be operating in the 4 years we have it working for our Salesforce integration.

**What do you dislike about DreamFactory?**

It's not scalable in terms of pricing, our setup is very small in terms of what it processes, it would be nice to be able to scale this based on the small number of transactions we are handling.

**What problems is DreamFactory solving and how is that benefiting you?**

Integration between an ageing ERP and the modern Salesforce CRM platform. It benefits us as we don't have to spend lots of time keying information into multiple systems, which would require a larger administration team.

  ### 11. Best API generation tool on the market

**Rating:** 5.0/5.0 stars

**Reviewed by:** Elliot L. | Business Operations Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 29, 2022

**What do you like best about DreamFactory?**

Using DreamFactory to generate APIs for our SQL Server databases has been incredibly convenient and has enhanced our security by eliminating direct connections to the databases.

**What do you dislike about DreamFactory?**

DreamFactory is fantastic for generating the APIs in minutes. For more advanced API management post-API generation, we still use another tool for that.

**What problems is DreamFactory solving and how is that benefiting you?**

We share analytics & reporting data with our clients via APIs that are generated by DreamFactory

  ### 12. Easiest way to create APIs!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Abe D. | Chief Executive Officer, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 29, 2022

**What do you like best about DreamFactory?**

They help me create REST APIs almost instantly and cut down the tedious backend work typically required.  And I love their support team - Nic & Kevin have been extremely helpful

**What do you dislike about DreamFactory?**

The UI is a bit dated looking, but it is functional.

**What problems is DreamFactory solving and how is that benefiting you?**

Creating API on our database to share data with our partners.

  ### 13. No more time spent building APIs!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Tomotaka  E. | Country Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 30, 2022

**What do you like best about DreamFactory?**

The time given back to our dev team now that they don't have to build and manage APIs from scratch

**What do you dislike about DreamFactory?**

Installing on-premise can take some time

**What problems is DreamFactory solving and how is that benefiting you?**

We're using DreamFactory to power an external facing application with data from our DWH.

  ### 14. The Goto API Generation and Integration Tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Anadee A. | Software Developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 04, 2022

**What do you like best about DreamFactory?**

The best part is that we can instantly generate and use API which as a developer helps and increases my productivity. Also it does offer customization in connecting to different data bases and offers seamless service.

**What do you dislike about DreamFactory?**

The only thing I dislike is the price aspect, basically if you and your organization doesn't have any cost barriers you can blindly go for this API management service.
Also, I feel the learning curve for accessing some options is steep. Rest this is a  great platform.

**What problems is DreamFactory solving and how is that benefiting you?**

Using this for various API integrations and sometimes for connecting raw data bases and it's super easy customizations available literally save a lot of time. This in turn increases our productivity.

  ### 15. Using Dreamfactory API for more than 6 years now

**Rating:** 4.0/5.0 stars

**Reviewed by:** Adrian M. | D, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 26, 2022

**What do you like best about DreamFactory?**

I have been using Dreamfactory API for a few years now. I found the user interface very friendly and easy to use. Just simple sql connection

**What do you dislike about DreamFactory?**

I had the mysql connection but is no linger available in the free version and the paid one it's way too expensive for basic api needs

**What problems is DreamFactory solving and how is that benefiting you?**

I was  able to deploy a basic api very fast.

  ### 16. A must have API management...!

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Consumer Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 04, 2022

**What do you like best about DreamFactory?**

Dreamfactory is an amazing open-source API management provider which keeps you away from backend complexity best part is if you don't know code you actually don't need to write code.

**What do you dislike about DreamFactory?**

I have worked on the open-source version and couldn't find any issues yet. One thing I didn't like about the setup it's time-consuming if you haven't tried any API management in the past.

**What problems is DreamFactory solving and how is that benefiting you?**

We are developing front-end applications without worrying about back-end complexity which allows us to more focus on developments instead of debugging and it works like a charm.

  ### 17. Quick Resolution For Issues

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 18, 2022

**What do you like best about DreamFactory?**

Personal contact from acount representatives and quick resolution from customer support.

**What do you dislike about DreamFactory?**

Escalating prices. Though I understand current costs require increases, it has outpaced inflation.

**What problems is DreamFactory solving and how is that benefiting you?**

Speed for issue resolution is our most important benefit

  ### 18. DreamFactory Silver

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Government Administration | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 26, 2022

**What do you like best about DreamFactory?**

Enabling Data API without risk of security concern

**What do you dislike about DreamFactory?**

High pricing of annual payments.High pricing of annual payments.

**What problems is DreamFactory solving and how is that benefiting you?**

Data sharing amount multiple application/DB

  ### 19. Dreamfactory has solved a lot of key pain points for us

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jeremy B. | Programmer Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 30, 2021

**What do you like best about DreamFactory?**

Dreamfactory makes it very easy for us to create APIs that connect to our SQL databases. We love the flexibility this gives us, and it has improved our security by preventing our applications from directly connecting to the databases. Dreamfactory makes it easy to manage access to our APIs and services through the use of roles and application-based controls. Access controls are granular enough to be useful, but not too onerous to manage.

**What do you dislike about DreamFactory?**

Configuring APIs that connect to REST services could be more intuitive. It would be nice if there were a built-in Swagger editor that could simplify the process of creating the service definition. As of now we need to rely on 3rd party utilities to generate the Swagger code.

More flexible pricing options (e.g. a la carte premium connectors) would certainly help us with justification and procurement. It has been a challenge for us to justify the cost of the Silver license as it contains a lot of premium features that we don't need.

**Recommendations to others considering DreamFactory:**

Dreamfactory makes it simple to connect and integrate many disparate systems regardless of technology. It provides a unified approach for connecting and interacting with systems-both internal and external. It provides a secure method for abstracting database access for applications, removing the need for direct database access.

**What problems is DreamFactory solving and how is that benefiting you?**

Dreamfactory's user interface is clean and easy to navigate. It makes it extremely easy to configure Cross-Origin Resource Scripting (CORS) parameters to give our applications access to the APIs we have configured. In the past, this has been particularly difficult to overcome. It has made it possible to integrate in meaningful ways with our SharePoint environment which has been a challenge in the past. It has also helped with bringing in data from several disparate remote systems

**Official Response from Luke Marshall:**

> Hi Jeremy thanks for the review. Improved security and flexibility are the hallmarks of DreamFactory so I am glad to hear you are experiencing both. I will take on your feedback regarding Swagger generation for third party APIs. I am happy to announce that as of September 21 we will be offering a more modular licensing model that allows our users to choose between Database APIs or Network APIs and then add on desirable extras such as Scripting or Data Mesh so you only pay for the features you will actually use. I am very happy to hear of your satisfaction with our platform and we look forward to continuing our work together.

  ### 20. Rapid APIs

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 18, 2022

**What do you like best about DreamFactory?**

Fast deploy API for our mobile development

**What do you dislike about DreamFactory?**

Price hikes without notice and just locking you into new changes

**What problems is DreamFactory solving and how is that benefiting you?**

Mobile API development

  ### 21. Easy to setup and lots of potentials.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Anthony M. | Senior Engineer (Data), Mid-Market (51-1000 emp.)

**Reviewed Date:** August 11, 2021

**What do you like best about DreamFactory?**

Easy to set up. You just need to provide your database's connection info, and you can create an API within minutes. Also, you can create an API for so many things like database, file systems, email services ...etc. And I am particularly intriguted by the potential to do data meshing where you create seperate APIs for each of our departments' databases, and then you can perform data join in real-time during the serving layer in DreamFactory. This make it very agile as the traditional way to join data from different departments can take months.

**What do you dislike about DreamFactory?**

At the time when I tried using it, Google Cloud Platform and Impala were not supported yet.

**What problems is DreamFactory solving and how is that benefiting you?**

Often we need to create APIs to democratize our services and data to users. It can be time-consuming to design and create an API (with swagger documentation and other goodies such as API gateway). Particularly, if our operation scales up and we need to create an API for each of our databases and tables.

**Official Response from Luke Marshall:**

> Hi Anthony thank you so much for taking the time to leave a review. I am glad to hear you are enjoying DreamFactory and we are meeting your expectations. Data Mesh is certainly a versatile feature so hopefully you can experience its full benefit once your project is up and running. I will reach out regarding your experience with  Google Cloud Platform as we do support native installation on GCP and we will consider Impala for our future roadmap. Thanks again for your words and we look forward to continuing our work together

  ### 22. Amazing Platform to speed up development

**Rating:** 4.0/5.0 stars

**Reviewed by:** Rishabh R. | Product Intern, Small-Business (50 or fewer emp.)

**Reviewed Date:** February 23, 2022

**What do you like best about DreamFactory?**

No coding, ready to deploy, speedy APIs are the best thing about DreamFactory. Absolutely loved it!

**What do you dislike about DreamFactory?**

At the moment I can't find major downsides to the platform, however, it might get difficult to debug for complicated processes.

**What problems is DreamFactory solving and how is that benefiting you?**

OAuth and JWT are best simplified by DreamFactory.

  ### 23. My experiences with DreamFactory

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ilan A. | CEO, Mid-Market (51-1000 emp.)

**Reviewed Date:** April 22, 2021

**What do you like best about DreamFactory?**

It has allowed us to create a single data layer that unifies all our underlying platforms. It does this elegantly, with consistent architecture, taking care of authentication and caching.
DreamFactory is itself an API, and this has allowed us to use the product not only for our own business, but also OEM'd as part of an on-premise solution we sell to our customers. We have found it easy to package and configure into portable Docker containers.
Although DreamFactory comes with its own database, we have deploiyed it to run on Postgresql, thus allowing it to fit into our backup and sysadmin processes.

**What do you dislike about DreamFactory?**

There is currently nothing I dislike about DreamFactory. I cannot fault the platform in any way.

**Recommendations to others considering DreamFactory:**

Dreamfactory has been a delight to work with, both as a company and as a product. I have asked some complex questions and always received timely and accurate responses.

**What problems is DreamFactory solving and how is that benefiting you?**

We have numerous data sources across multiple platforms, OSs and protocols. Dreamfactory has allowed us to unify all these datasources into APIs that are easily accessible by our business applications.
Also, we are able to easily package it into a docker container and OEM it as part of a solution we provide to our own customers. It has saved us a ton of money on developing our own APIs and middleware layer.

**Official Response from Luke Marshall:**

> Ilan we have enjoyed working with Auto- Chartist since day 1 and I thank you for your kind words. I am thrilled that we have been able to help you extend DreamFactory benefits to your clients and the fact that you interact with DreamFactory via the system APIs highlights an undervalued benefit of the product. You don't even have to login to the DreamFactory admin dashboard if you don't want to! Your use of DreamFactory in a Docker environment certainly speaks to an emerging trend we are seeing with our clients so I am glad to hear it is performing well at scale. Thank you again and I look forward to our continued work together.

  ### 24. Perfect for teams that need API access to anything

**Rating:** 4.0/5.0 stars

**Reviewed by:** Alven D. | Technology Executive, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 02, 2021

**What do you like best about DreamFactory?**

They provided an automated, managed, authenticated API layer on top of almost all our databases and systems. Great for any teams looking to scale up and out, as well as the ability to offload hard but required infrastructure like rate limiting.

**What do you dislike about DreamFactory?**

When first starting out, the trial period feels rather short. I wish it could be a bit longer since there is a bunch of config required on both sides. Also, offering and pricing could be tailored better for smaller companies and developers.

**Recommendations to others considering DreamFactory:**

If you have to actively maintain multiple systems that DF has an integration with, it is definitely worth checking out

**What problems is DreamFactory solving and how is that benefiting you?**

Biggest value add is a centralized API standard and location for various vendors and tools we have to use.Working and consulting in various small technology startups, the immediate integration with a lot of common required vendors helps get up to speed quickly. There is too much overhead required to develop and maintain integrations internally that is easily solved with DF

**Official Response from Luke Marshall:**

> Thank you so much for the review! With regards to the trial period we are happy to extend trial periods and even enter into a PoC phase for those companies that have quite a few interdependent services to configure where two weeks is just not long enough.
We have received plenty of feedback on our pricing structure and I am happy to let you know that in Q3 21 we will be releasing a more modular license model that allows our clients to pick and choose the most important elements of our platform and only pay for what they need.
I am glad to hear you are finding so much benefit in our platform and I hope we can continue to support you and your respective clients to speed up development and provide simple, secure and standard API integrations across the board.


  ### 25. Look no further!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 02, 2021

**What do you like best about DreamFactory?**

When I found DreamFactory, my top priority was to find a solution that would support the needs of an enterprise API strategy with the flattest possible learning curve. They exceeded all expectation in that category as well as others such as cost and customer service. There is a lot to love with this company.

**What do you dislike about DreamFactory?**

That I spun my wheels trying to do it without them for so long!

**What problems is DreamFactory solving and how is that benefiting you?**

DreamFactory has helped us to build a modern infrastructure that adheres to the latest standards and is compatible with our legacy technology. This has allowed us to prioritize improvements strategically without having to bite off too many projects at a time. DreamFactory has allowed us to get started on projects quickly and efficiently without running into limitations as the projects mature. It is hard to strike that balance, and I haven't seen any other solutions that do it as well as DreamFactory.

**Official Response from Luke Marshall:**

> Thanks for the review! As with some of our other client reviews on here I am so glad to hear we have been able to help integrate the old with the new without slowing down progress. Our platform is the perfect middleware between legacy data sources and modern applications and we see this play out from small businesses with a few APIs to large Enterprise with massive networked data sources. It is encouraging to hear you haven't found a product quite like ours and I hope we can continue to support your rapid development.

  ### 26. Very usefull for many different purposes

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** July 22, 2021

**What do you like best about DreamFactory?**

It allows quick integration and communication with various systems according to the modern standard. The support is beneficial and goes beyond a minimal effort to answer the questions (further links, ideas, approaches).

**What do you dislike about DreamFactory?**

Rarely longer response times (which can probably be shortened if necessary for an additional charge and is perhaps related to my time zone).

**What problems is DreamFactory solving and how is that benefiting you?**

I have connected different systems with Dreamfactory and make many local systems accessible with APIs this way. In many areas, the fast implementation ability without sacrificing security was very helpful.

**Official Response from Luke Marshall:**

> Thanks for the review! We are happy to hear DreamFactory has accelerated your access to local systems and was fast to implement. Auto generated APIs certainly cut down on developer time and resources. You are correct in that we are happy to discuss custom SLAs for shortened response times but I am happy to hear our standard support has been providing you with everything you asked for and more. We pride ourselves on intimate and customised support so please feel free to reach out if we can help in any way.

  ### 27. No reason to build an API consumer when you can buy this

**Rating:** 5.0/5.0 stars

**Reviewed by:** Dwayne E. | Data Warehouse Specialist, Enterprise (> 1000 emp.)

**Reviewed Date:** June 01, 2021

**What do you like best about DreamFactory?**

That it is so simple to expose database views as powerful api's.

**What do you dislike about DreamFactory?**

We are a Microsoft shop, so working with Linux is a downside for us.

**What problems is DreamFactory solving and how is that benefiting you?**

Simply exposing data warehouse data via API's to many organizations who share their data with us or pay us for services.

**Official Response from Luke Marshall:**

> Hi Dwayne,
Firstly thank you so much for the review! We have certainly enjoyed working with you and your team and look forward to continuing our relationship. As you have mentioned exposing data warehouse and database views via secure APIs is what we do best! While DreamFactory is primarily installed on Linux, many of our users also run DreamFactory on Windows servers using IIS with MS SQL Server used as the system database. You'll find IIS installation instructions at the link below. Our team regularly assists with IIS installs, so if you'd like to schedule some time to migrate your Linux install to Windows feel free to get in touch with our support team and we'll setup a time!

  ### 28. Topa Technologies review

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Banking | Small-Business (50 or fewer emp.)

**Reviewed Date:** July 02, 2021

**What do you like best about DreamFactory?**

Simplifies architecture, speeds up development times. When combined with our Hotstone product, this really brings to life the concept of (near) zero coding.

**What do you dislike about DreamFactory?**

There is nothing to dislike. It is highly intuitive and makes life easy.

**Recommendations to others considering DreamFactory:**

DreamFactory is a pleasure to do business with. Great product and from Sales to Support, a great highly responsive team.

**What problems is DreamFactory solving and how is that benefiting you?**

We want to architect all our software in a highly modular framework. DreamFactory provides a fabulous wrapper for this ambition.

**Official Response from Luke Marshall:**

> We have certainly enjoyed working with the team at Topa Tech and are delighted to hear you are so satisfied with our platform and people. It is great to hear you highlight two key benefits that we continually hang our hat on- low code and speed of development. Our instant API generation within a low code, intuitive UI allows clients like Topa Tech to rapidly scale in a standard and secure way.
Thanks again for your review and I hope we can continue to provide you with the support you need to achieve all your API projects.

  ### 29. API Easy, connection seamless!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Construction | Enterprise (> 1000 emp.)

**Reviewed Date:** May 07, 2021

**What do you like best about DreamFactory?**

Easy to install and use, you can expose any kind of legacy and connect as well easily to any brand new technology.
Commitment of sales and techs from Dreamfactory, fully engage in the success of your implementation is very enjoyable as well.

**What do you dislike about DreamFactory?**

nothing at this moment - everything's fine so far

**What problems is DreamFactory solving and how is that benefiting you?**

Accessing our data from legacy old fashion systems and app is key. We got tons of those app in industrial scope and this is very useful. As we face Industry 4.0 challenge at the same time it permits to most advance technologies to communicate with legacy one almost seamlessly.

**Official Response from Luke Marshall:**

> Thanks so much for the review! I am so pleased to hear your comment on the commitment of the team. We certainly try and be available to all our clients regardless of the timezone. Our ability to integrate legacy data sources with modern applications is certainly a huge benefit to a number of our clients and we continue to see unique ways in which DreamFactory is not only extending the lifecycle of legacy hardware but accelerating modern application development. Thanks again for the review and we look forward to continuing to help you through Industry 4.0 challenges!

  ### 30. Innovative DreamFactory

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jun T. | Creative Coordinator, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 11, 2020

**What do you like best about DreamFactory?**

This tool is basically an open source platform, which offers different benefits that differentiate it from other similar software, for example; Security is critical and indispensable for APIs, but DreamFactory makes it easy enough for its users, it has specifications that applications must follow to communicate with each other, and the user interface facilitates human-software interaction. This tool has a type of API that turns out to be innovative, this because it provides users with all the essential middleware content so that they can create continuous and powerful connections between a wide number of systems, without worrying about technical or infrastructure scopes. The software allows you to attach your systems or databases to the system itself, which makes DreamFactory a fully flexible and automated function tool, the latter could also be highlighted as being compatible with different equipment and operating systems.

**What do you dislike about DreamFactory?**

I had a few mishaps to set up the app at first, despite having read and gone through the manuals over and over and watching video tutorials on how to use it, it took me longer than estimated, plus updates are usually very invasive.

**Recommendations to others considering DreamFactory:**

If you only need to use the basic functions of the API, it is best to use the free version, so you can avoid both increasing the cost and making the tool unnecessarily more complex.

**What problems is DreamFactory solving and how is that benefiting you?**

Because DreamFactory is designed to be security shielded, easy to use, flexible to customize, and with various options to be expandable, I have been able to satisfy most of the needs that APIs need.

**Official Response from Luke Marshall:**

> Jun thanks for your review and we certainly appreciate the comfort you find in our security benefits. We are always banging the drum on API security so we try to make it easy for our users to liberate their data in a secure manner. We have recently updated some of our installers so hopefully the friction you found with the install is a thing of the past. Thanks for choosing us!

  ### 31. Used to be a great open source product

**Rating:** 1.0/5.0 stars

**Reviewed by:** Verified User in Construction | Enterprise (> 1000 emp.)

**Reviewed Date:** March 25, 2021

**What do you like best about DreamFactory?**

Great features for combining APIs and data sources with server-side scripting.

**What do you dislike about DreamFactory?**

Dying product, overpriced, terrible customer service

**Recommendations to others considering DreamFactory:**

If you have a small project and can use the features of their free offering, go for it. Otherwise, find a different solution.

**What problems is DreamFactory solving and how is that benefiting you?**

Enterprise apps

**Official Response from Luke Marshall:**

> Hi There,
Firstly thanks you for taking the time to review DreamFactory and I am sorry we haven't met your expectations. We pride ourselves on our intimate customer service and I would welcome direct feedback on any poor experience you may have had. We have dedicated support for all our commercial clients however I can understand if there was some frustration with our OSS support as we often rely on community engagement to complement our online free resource repository.

With regards to your comment on price, we welcome any comparison to existing tools that are able to instantly generate APIs in less than a minute and in your case of building Enterprise apps I would be surprised to find out we were more expensive than our competitors. Again, affordability has always been a cornerstone of our position in the market as we do not contain the "kitchen sink" functionality you may find in our peers but we do several critical things very well- to the point where some clients purchase us to complement our competitors function in the same environment!

DreamFactory is far from a dying product. We have gone through 5 iterative releases in Q1 alone including the release of our big data connectors for Snowflake, Hadoop and Apache Hive. A Snowflake API in less than a minute! We continue to develop custom features for our clients and are always looking for ways to improve our roadmap so if you have any specific requests please let me know.

Again I am sorry you have had a poor experience with our product and feel free to contact me at luke.marshall@dreamfactory.com with any specific feedback. I would be more than happy to take it onboard.
Luke

  ### 32. Agile, robust and flexible, as it should be

**Rating:** 5.0/5.0 stars

**Reviewed by:** Junior C. | CTO, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 22, 2019

**What do you like best about DreamFactory?**

The ease of connecting relational data sources with file systems and objects, generating understandable and extraneous powerful APIs in a few clicks, coupled with ACL control and triggered script processing in internal API events, is extremely scalable, run it all on the infrastructure provider I want.

**What do you dislike about DreamFactory?**

Debugging scripts is not always easy, deploying role modifications also requires extra attention. A command line tool to represent configuration state through code would be very welcome.

**What problems is DreamFactory solving and how is that benefiting you?**

With DF it was possible to envelop the legacy systems that we have, adopting a granular strategy in the migration to microservices. Centralizing access control with support for several roles for different types of users and applications was a significant milestone for us. We reduced implementation time and kept the team lean.

  ### 33. DreamFactory is like the Ruby on Rails for APIs

**Rating:** 5.0/5.0 stars

**Reviewed by:** James C. | Senior Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** January 30, 2019

**What do you like best about DreamFactory?**

DreamFactory provides you commercially ready APIs instantly via what I guess you could call an API Framework. Many of the decisions are made for you, and intentionally so. Building APIs is mundane and involved, so a tool that moves you through this process fast by automatically providing best practices allows our team to focus on higher value add tasks.
DreamFactory is also very lightweight and fast for a full lifecycle API Management tool. By that I mean that you don't need to firstly incorporate an enterprise message bus that realistically requires its own full time developer. As DreamFactory is ROA based, you don't need to worry about this.
The API orchestration afforded by DreamFactory is also fantastic. The ability to incorporate multiple, unrelated data sources in single API calls enables us to develop some great services that would otherwise be cumbersome.

**What do you dislike about DreamFactory?**

The UI is a little dated, but this in no way takes away from the functionality. 

Some of the documentation was a little lacking (the wiki), but the new guide that has just been released has been a fantastic resource for us on how to leverage the solution to its fullest.

**Recommendations to others considering DreamFactory:**

Have a call with them. We had a senior engineer on the first call, so fitting our need to their solution was very easy.

**What problems is DreamFactory solving and how is that benefiting you?**

We digitized our quality assurance process in our manufacturing plant from a previously paper based system using DreamFactory in combination with AppSheet (AppSheet for the front-end). This mobile application using dynamic forms and plugging live data from multiple systems saved a big time delay for our production line, and also reduced duplicated data entry & human error.
We additionally had a number of legacy data sources that we modernized, especially moving from difficult SOAP APIs to standardized REST APIs.

  ### 34. it is a very intuitive and useful tool to manage

**Rating:** 2.5/5.0 stars

**Reviewed by:** fernanda e. | It is a great tool to plan and execute work plans., Enterprise (> 1000 emp.)

**Reviewed Date:** July 10, 2019

**What do you like best about DreamFactory?**

is a great tool that allows you to manage and carry out the control and proper handling of the data handled by the entire work team, thus helping to improve the performance of the entire work team.

**What do you dislike about DreamFactory?**

When you want to debug problems, it does not allow you to do it for me to be the main inconvenient because I try to eliminate information and do not allow it to be done.

**What problems is DreamFactory solving and how is that benefiting you?**

Thanks to this tool, it is easy to access and manage all the data that is handled by the work team, thus facilitating the organization and accessibility of said data.

  ### 35. Easy and effective. Database integration in lightning speed

**Rating:** 5.0/5.0 stars

**Reviewed by:** Steve W. | Team Member, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 22, 2018

**What do you like best about DreamFactory?**

APIs are built for you - and not just any APIs. Fully documented, fully secured (OAuth, LDAP, Active Directory, SAML Integration...) and accessible through a 3rd party client.
Very easy to import Active Directory. Very easy to create roles with appropriate limits.
Logging functionality great as well.

**What do you dislike about DreamFactory?**

UI isn't very pretty, but its an 11/10 on functionality, & productivity.

**Recommendations to others considering DreamFactory:**

Think of the true cost of DIY APIs & the cost of other API Management tools. For us, DreamFactory cost in a year what an API team would have in a month, and what slower API Managers would cost in 2 months.

**What problems is DreamFactory solving and how is that benefiting you?**

For us it was a question of what was the best way to build our new apps. Our APIs would honestly have taken 6-8 (expensive) developers a few months to build or was going to take me and my organic team longer - but we would have to stop everything to do it. I have built APIs in the past and it is messy and never finished on time - so DreamFactory's solution of instantly creating and deploying the APIs for a fraction of the cost of that development team, and a fraction of the cost of what we would be giving up to do organic development, was a no-brainer.

  ### 36. Will actually never need to build an API again

**Rating:** 5.0/5.0 stars

**Reviewed by:** Mark A. | Small-Business (50 or fewer emp.)

**Reviewed Date:** June 22, 2018

**What do you like best about DreamFactory?**

Fastest and easiest API Management tool my department has ever used. We used DreamFactory to build the REST APIs we needed for a series of projects and were able to save tens of thousands on the developer hours it would have taken otherwise. 
The UI is also very easy and made our particular use case involving turning SOAP services to REST a dream. Once we configured server side scripting it our SOAP to REST translation automatically for us. Support has been fantastic! Erik, one of the engineers there, has been notably excellent.

**What do you dislike about DreamFactory?**

I dislike that we didn't find DreamFactory earlier!

**Recommendations to others considering DreamFactory:**

The Open Source is free and functions just like commercial versions. Try it out!

**What problems is DreamFactory solving and how is that benefiting you?**

As above really - but we have delivered our SOAP to REST project to onboard a large customer over 2 months early and integrated our new database, MemSQL, weeks ahead of schedule. We have also I would say started to achieve real productivity gains through having all our data within reach through a single interface.

  ### 37. Absolutely invaluable

**Rating:** 5.0/5.0 stars

**Reviewed by:** Dylan S. | CEO, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 12, 2018

**What do you like best about DreamFactory?**

DreamFactory has saved us countless development hours by providing an extremely easy way to bridge our data sources.  Before we replaced our homegrown solution with DreamFactory, we constantly had to make code updates on our end.  Now it all happens behind the scenes without any manual intervention.

One feature that we didn't know existed at first is the abiliity to write you own transformation scripts/routines.  You can think of it as a the "T" layer in a ETL process, but applied directly to your API.  This was our original concern with using DreamFactory, but after seeing they had this already bulit-in, it washed all our concerns away.  They have this stuff set up really well.

**What do you dislike about DreamFactory?**

We haven't run into any issues with the product yet.  It's a pretty intuitive UI so all of our team members have been able to get up and running pretty quickly.

**Recommendations to others considering DreamFactory:**

They have an OSS version of their software.  I recommend giving it a spin.

**What problems is DreamFactory solving and how is that benefiting you?**

We have many disparate data sources that we need to eventually aggregate into an API, and a lot of transforming that needs to happen as well.  This is all plug-n-play with DreamFactory.

  ### 38. Great product, great support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Josiah R. | Enterprise (> 1000 emp.)

**Reviewed Date:** June 26, 2018

**What do you like best about DreamFactory?**

Dreamfactory is super easy to configure new endpoints in. Connecting to both closed and open source dbms is easy and the consistent way of exposing endpoints take make libraries of code really easy to reuse. The support is also really good - often just a few second on chat.

**What do you dislike about DreamFactory?**

The hardest part are the upgrades. For a mission critical app, downtime needs to be minimal. The upgrades certainly don't require much downtime, but it does .ean we have to do upgrades off hours.

**Recommendations to others considering DreamFactory:**

They provide excellent support and are will to work with you to get your environment set up. Even for free users, the forums are pretty good.

**What problems is DreamFactory solving and how is that benefiting you?**

Rapid application development, secure data communication .

  ### 39. Build a REST API on any database with no coding!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Building Materials | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 22, 2018

**What do you like best about DreamFactory?**

The full documentation and testing features of the API Docs section of the software. It allows even a novice user to spin up Postman and start experimenting. It is truly one of the best features of the package.

**What do you dislike about DreamFactory?**

Current pricing is a bit high for the enterprise level connections. Going from open-source and free to use to tens of thousands of dollars is a big wall to climb.

**Recommendations to others considering DreamFactory:**

If you really need an API that's robust and very detailed to access your hard to obtain or virtually inaccessible data, DreamFactory will probably ease your pain considerably. Oracle, SAP, SQL Server, SQL, MySQL, and many more become REST API's with a snap. Once installed, there is very little configuration and then you have users, permissions, roles, and the ability to write custom scripts in your preferred language that do even more. I can't describe in just a few words how powerful this software is.

**What problems is DreamFactory solving and how is that benefiting you?**

A problem we've overcome is the ability to make legacy and third party data available to our web development team form our internal ERP system. The benefits are being realized nearly every day that we discover something new. For instance, we have now realized that we can pipe in other REST services or even SOAP services and output them in a consistent and normalized way using DreamFactory's services modules. Want to serve up MS-SQL to a custom React project? Knock yourself out. Thinking of doing iOS development on top of an Oracle DB or SAP? Do it. The sky is the limit.

  ### 40. Simple API solution for tough DB access problem

**Rating:** 5.0/5.0 stars

**Reviewed by:** Doug B. | CEO, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 22, 2018

**What do you like best about DreamFactory?**

Simplicity - DreamFactory's easy API solution to put on our db's makes life really easy.  Gets us our data quickly and easily.

**What do you dislike about DreamFactory?**

Honestly, there's not a lot I don't like.    Things can always be a bit easier, a bit simpler, etc., but overall they do a great job.

**What problems is DreamFactory solving and how is that benefiting you?**

Accessing our data in multiple random databases.

  ### 41. DreamFactory Custom API Development

**Rating:** 4.0/5.0 stars

**Reviewed by:** SoonHin K. | CEO, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 26, 2018

**What do you like best about DreamFactory?**

Just a few clicks and cut-and-paste of Swagger-based API endpoints definition to create a serverless custom API endpoints.

**What do you dislike about DreamFactory?**

The editor to write serverless function to handle endpoints does not support versioning, and there is no advanced real-time error checking feature.

**What problems is DreamFactory solving and how is that benefiting you?**

We are trying to map

  ### 42. DreamFactory

**Rating:** 4.5/5.0 stars

**Reviewed by:** Nikhil G. | Product Lead, Artificial Intelligence, Enterprise (> 1000 emp.)

**Reviewed Date:** September 22, 2016

**What do you like best about DreamFactory?**

The kind of ease with which it provides API automation capabilities is superb! It makes almost all the automation task free from much required very difficult and complex development activities.

**What do you dislike about DreamFactory?**

There was once some issue while integrating data from mobile applications. However, it was resolved later and from then has been working fine. It might be some interface issues in the beginning.

**Recommendations to others considering DreamFactory:**

A must try for any organization which is trying to ease its automation. In today's scenario anyways if you want to beat competition and stay ahead you need to leverage data and make your systems as efficient as possible. Dreamfactory makes that work a lot easier so that the company can focus on more strategic issues and helps the organization to grow much faster!

**What problems is DreamFactory solving and how is that benefiting you?**

Our company is a growing at a much faster pace and we aim to occupy the top spot in the logistics industry in the country. To achieve this, we rely heavily on data and leverage automation as much as possible especially while dealing with the regulatory issues.

  ### 43. DreamFactory : APIs made Awesome

**Rating:** 4.5/5.0 stars

**Reviewed by:** Astha S. | Senior Associate, Logistics and Supply Chain, Enterprise (> 1000 emp.)

**Reviewed Date:** September 08, 2016

**What do you like best about DreamFactory?**

A smart and easy way to create APIs. No need to code and develop from scratch. Makes a lot of work a lot easier. The tool helps save a lot of time and energy.

**What do you dislike about DreamFactory?**

Data integration is a little tricky process. And once there was also a complaint regarding security breach. It would be great if dashboard has more options.

**Recommendations to others considering DreamFactory:**

I would recommend using DreamFactory to develop APIs in an extremely simple manner and gain advantages from that. Its one of the most reliable tools to do the same. A must software to help your technology team succeed at a faster rate and get ahead of competition.

**What problems is DreamFactory solving and how is that benefiting you?**

We are a logistics company who leverages technology to stay ahead of the competition. We used to develop applications from scratch and it used to take a lot of time. But after using DreamFactory the work became extremely simple and APIs could be developed in just almost no time. It helped us move ahead especially with online forms filing work and saved a lot of fines for the organization.

  ### 44. Dream Factory REST API in Seconds ? Yeah that's True !!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Nagarjuna Y. | Software Development Engineer, Online Media, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 02, 2016

**What do you like best about DreamFactory?**

This is an awesome 

1. Live documentation of REST API's is a pain for developers DreamFactory solved this using Swagger-UI this is most interesting and lovable thing done by DreamFactory. (Note;This type of feature is also available with Strongloops' Loopback.io) 
2. Security is the main concern for anyone whoever you name it from a serious developer to Enterprises DreamFactory handles it in a very decent way.
3. Compare to DreamFactory - 1.0 user interface got improved in DreamFactory-2.0 (Yes this means a lot for me !!) which reduced a lot of mismanagement while working with admin related stuff. 
4. Ready made installers for every cloud provider and for local development this made my life easier.
5. Node.js(javascript) and PHP  support for Server-side scripting simplifies the amount of work I have to do.I don't have to hire a separate person to use DreamFactory. In every companies In-house teams will have an Idea on these languages a proper understanding of documentation is enough to handle day to day tasks.

**What do you dislike about DreamFactory?**

Technical Support team irritated us a lot though we have contacted DreamFactory only once that was a bad experience.


**Recommendations to others considering DreamFactory:**

I would recommend DreamFactory for small seized teams in IoT,& Sector as it reduces the amount of time spend on managing,creating and bug fixing while working with custom build REST API's

**What problems is DreamFactory solving and how is that benefiting you?**

we have used DreamFactory for 2-3 web and mobile applications it not only reduces amount of work done for setup,installation but improved our team productivity.

For Web & Mobile Backend as a Middleware

  ### 45. great product

**Rating:** 4.0/5.0 stars

**Reviewed by:** Marouane T. | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 03, 2015

**What do you like best about DreamFactory?**

dreamFactory is a great product with awesome features to build an enterprise grade API, it's let you focus on your application developpement

**What do you dislike about DreamFactory?**

dreamFactory takes out control of your API and data source and file storage if there a security problem with the system it's your entire data is in danger. but there is no problem so far.

**What problems is DreamFactory solving and how is that benefiting you?**

building an API is always difficult to implement, with all endpoint to write and secure, dreamFactory do that for us this help us to build your application quickly

  ### 46. quick deployment

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.)

**Reviewed Date:** September 18, 2015

**What do you like best about DreamFactory?**

quick deployment once components are determined

**What do you dislike about DreamFactory?**

some configuration still need to be done manually

**Recommendations to others considering DreamFactory:**

yes

**What problems is DreamFactory solving and how is that benefiting you?**

quick deployment for big projects. it made release management simple.

  ### 47. Simple and Free

**Rating:** 4.5/5.0 stars

**Reviewed by:** Peter B. | Director, Enterprise Solution Architect, Mid-Market (51-1000 emp.)

**Reviewed Date:** December 27, 2012

**What do you like best about DreamFactory?**

The Form Factory Application was very easy to learn and with just a small amount of training.   Easy to use and can be a good replace to Conga Merge which is NOT free.  Support via email was very quick and resposive to my needs.

**What do you dislike about DreamFactory?**

Not much .. fairly basic though.  I fyou are looking for hig end form creation, then this is not the tool.

**Recommendations to others considering DreamFactory:**

Definitley worth the try, especailly since it's free.  Install in your sandbox and see how far it takes you .. you won't be disappointed.


## DreamFactory Discussions
  - [Is DreamFactory opensource?](https://www.g2.com/discussions/is-dreamfactory-opensource) - 1 comment
  - [What is DreamFactory database?](https://www.g2.com/discussions/what-is-dreamfactory-database) - 1 comment
  - [What does DreamFactory do?](https://www.g2.com/discussions/what-does-dreamfactory-do) - 1 comment

- [View DreamFactory pricing details and edition comparison](https://www.g2.com/products/dreamfactory/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-12+23%3A56%3A48+-0500&secure%5Bsession_id%5D=6d46d29d-c05d-4c2d-aa21-9167639d319a&secure%5Btoken%5D=40c364e8cdb3b2bce4f41112cc73cb8d46a67f048a98b78654fffa45e7cf00ce&format=llm_user)

## DreamFactory Features
**Administration**
- Database Management
- Access Control
- Data Security

**Customization**
- API Contracts
- Change Management

**Functionality**
- Code extensibility
- API variety
- Documentation

**Federation**
- Architecture
- Provisioning
- Orchestration
- API / Integrations

**Organization**
- Third-Party Integration
- Access Management

**Governance**
- Management
- Role based access control
- Security

**Transformation**
- Data Visualization
- Application Performance
- Data Modeling

## Top DreamFactory Alternatives
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