# Best Low-Code Development Platforms

## How Many Low-Code Development Platforms Products Does G2 Track?

**Total Products under this Category:** 143

### Category Stats (Jul 2026)

- **Average Rating:** 4.48/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Iron Mountain InSight Intelligent Document Processing (IDP) (+1.4%) - Among all products in this category, Iron Mountain InSight Intelligent Document Processing (IDP) recorded the largest rating increase compared to last month

_Last updated: July 24, 2026_

## How Does G2 Rank Low-Code Development Platforms Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 30,800+ Authentic Reviews
- 143+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Low-Code Development Platforms
 ![G2 Grid® for Low-Code Development Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/low-code-development-platforms/grids.png?focus%5B%5D=15697&focus%5B%5D=162065&focus%5B%5D=3803&focus%5B%5D=1927&focus%5B%5D=6218&focus%5B%5D=931&focus%5B%5D=3595&focus%5B%5D=1507)

Highlighted products: Microsoft Power Apps, ServiceNow App Engine, OutSystems, Salesforce Headless 360 Platform (formerly Salesforce Platform), UiPath Agentic Automation, Quickbase, Mendix, and Appian.

Underlying data: [Grid® JSON](https://www.g2.com/categories/low-code-development-platforms/grids.json?focus%5B%5D=microsoft-power-apps&focus%5B%5D=servicenow-app-engine&focus%5B%5D=outsystems&focus%5B%5D=agentforce-360-platform-formerly-salesforce-platform&focus%5B%5D=uipath-agentic-automation&focus%5B%5D=quickbase&focus%5B%5D=mendix&focus%5B%5D=appian)

**Sponsored**

### SAP Build

SAP Build is a unified low-code development platform that empowers everyone—from business experts to professional developers—to create and innovate faster. It combines three powerful components: SAP Build Apps (for visual app development), SAP Build Process Automation (for workflow and robotic process automation/RPA), and SAP Build Work Zone (for creating engaging business sites). Built on the SAP Business Technology Platform (BTP) and powered by the Joule AI copilot, SAP Build accelerates digital transformation by allowing fusion teams to develop enterprise applications and extensions that adhere to the clean core strategy, ensuring scalability and compliance across the organization.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=480&secure%5Bchosen_at%5D=2026-07-29T03%3A36%3A40Z&secure%5Bdisplayable_resource_id%5D=480&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=480&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1260734&secure%5Bresource_id%5D=480&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Flow-code-development-platforms&secure%5Btoken%5D=cd328a1096e1a70ebdbd8fe41699469d8f951fa3975352ccb97064e4e103484e&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fdocuments%2F2025%2F11%2Ff210ddf6-2b7f-0010-bca6-c68f7e60039b.html%3Fcampaigncode%3DCRM-YJ25-BTP-408474%26source%3DBUILD-click-campaign-G2&secure%5Burl_type%5D=custom_url)

[
Microsoft Power Apps
](https://www.g2.com/products/microsoft-power-apps/reviews)

By [Microsoft](https://www.g2.com/sellers/microsoft)

[

4.3/5(572)

](https://www.g2.com/products/microsoft-power-apps/reviews)

What do users say?

Users consistently praise the ease of use and seamless integration with Microsoft tools, allowing both technical and non-technical users to build applications quickly. The low-code platform enables ra

Pros and Cons

[
Ease of Use (152)
](https://www.g2.com/products/microsoft-power-apps/reviews?qs=pros-and-cons)[
Learning Curve (75)
](https://www.g2.com/products/microsoft-power-apps/reviews?qs=pros-and-cons)

### [Microsoft Power Apps](https://www.g2.com/products/microsoft-power-apps/reviews)

Microsoft Power Apps is a low-code app development platform designed to help organizations build and run modern applications and complex solutions efficiently. It combines AI Copilot, drag-and-drop functions, pre-built components, and other low-code approaches to facilitate fast and easy app creation. For developers, Power Apps also integrates seamlessly with professional tools, offering extensive customization options. Power Apps supports applications for personal, team, and enterprise use, and can handle apps for tens of thousands of users. It includes a suite of apps, services, and a data platform that allows users to build custom apps tailored to their specific business needs, ensuring easy interoperability with other parts of the Microsoft Power Platform. Both traditional developers and low-code makers benefit from a dedicated studio environment in Power Apps, where they can collaboratively build pixel-perfect applications and connect to over 1400 data sources with pre-built connectors. Users can leverage a vast library of existing components or create custom ones, all while using a powerful Copilot and an intuitive drag-and-drop interface. Additionally, users have the option to import and export underlying code for further customization. For administrators and IT professionals, Power Apps offers robust governance, security, and operational tools within the Power Platform admin center. It's straightforward to set up and manage developer environments, enforce rules and sharing limits, initiate proactive monitoring, and respond to issues when necessary. Microsoft Power Apps and Power Platform are a comprehensive development platform to build, deploy, scale and manage intelligent applications of the modern AI era.

**Average Rating:** 4.3/5.0

**Total Reviews:** 558

#### How Do G2 Users Rate Microsoft Power Apps?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.0/10 (Category avg: 8.7/10)
- **UI Code Extending:** 7.6/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Microsoft Power Apps?

- **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft)
- **Company Website:** www.microsoft.com
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft  
13,091,739 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9458f51bd6ded48ad432a804f19ad736469f007787569b63827154231c315630&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft%2F&secure%5Burl_type%5D=linkedin_company_website)  
231,632 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Project Manager
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 41% Large, 33% Medium

#### What Do G2 Reviewers Say About Microsoft Power Apps?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Microsoft Power Apps, enabling quick development and seamless integration for better productivity.
- Users appreciate the **seamless integration** of Microsoft Power Apps with Office tools, enhancing productivity and simplicity.
- Users value the **easy integration** of Microsoft Power Apps with Microsoft services, enhancing productivity and app development speed.
- Users value the **seamless integrations** of Microsoft Power Apps with Microsoft services, enhancing productivity and app creation efficiency.
- Users value the **no coding** capability of Microsoft Power Apps, enabling rapid app creation for all skill levels.

##### Cons

- Users face a significant **learning curve** when developing with Microsoft Power Apps, impacting advanced customization and performance.
- Users experience **slow performance** with Microsoft Power Apps when handling complex applications and larger data sets.
- Users find Power Apps **expensive** due to scaling licensing costs, limiting access to advanced features and customization.
- Users report significant **performance issues** with Power Apps, particularly when scaling applications or managing large data sets.
- Users experience **slow loading times** with large datasets in Power Apps, impacting overall performance and user experience.

#### What Are Recent G2 Reviews of Microsoft Power Apps?

**["PowerApps Makes Low-Code App Building and One-Click Publishing Effortless"](https://www.g2.com/survey_responses/microsoft-power-apps-review-12957595)**

**Rating:** 4.5/5.0 stars

_— Ashutha K._

[Read full review](https://www.g2.com/survey_responses/microsoft-power-apps-review-12957595)

**["Rapid App Creation Made Easy with Intuitive Drag-and-Drop Interface"](https://www.g2.com/survey_responses/microsoft-power-apps-review-11984871)**

**Rating:** 4.5/5.0 stars

_— Sree K._

[Read full review](https://www.g2.com/survey_responses/microsoft-power-apps-review-11984871)

#### What Are G2 Users Discussing About Microsoft Power Apps?

- [What is Microsoft Power Apps used for?](https://www.g2.com/discussions/what-is-microsoft-power-apps-used-for) - 3 comments
- [When should I use Microsoft PowerApps?](https://www.g2.com/discussions/when-should-i-use-microsoft-powerapps) - 2 comments
- [Are power Apps good?](https://www.g2.com/discussions/are-power-apps-good) - 5 comments, 1 upvote
- [What can power apps be used for?](https://www.g2.com/discussions/what-can-power-apps-be-used-for) - 2 comments
- [What are Microsoft Power Apps?](https://www.g2.com/discussions/what-are-microsoft-power-apps)

[
ServiceNow App Engine
](https://www.g2.com/products/servicenow-app-engine/reviews)

By [ServiceNow](https://www.g2.com/sellers/servicenow)

[

4.5/5(1,146)

](https://www.g2.com/products/servicenow-app-engine/reviews)

What do users say?

Users consistently praise the low-code development capabilities of ServiceNow App Engine, highlighting its ease of use and ability to automate workflows quickly. Many appreciate how it integrates seam

Pros and Cons

[
Ease of Use (88)
](https://www.g2.com/products/servicenow-app-engine/reviews?qs=pros-and-cons)[
Learning Curve (50)
](https://www.g2.com/products/servicenow-app-engine/reviews?qs=pros-and-cons)

### [ServiceNow App Engine](https://www.g2.com/products/servicenow-app-engine/reviews)

ServiceNow App Engine is a low-code application development platform designed to facilitate the creation, management, and evolution of custom enterprise workflow applications. This innovative solution integrates both no-code and pro-code environments, enabling users to harness the power of artificial intelligence to streamline the software development process. By employing a coding-by-intent approach, App Engine allows teams to convert natural language inputs into functional applications, making it accessible for a wide range of users, from professional developers to business technologists. The platform serves two primary functions: build-time development and runtime operations. During the build phase, the Build Agent utilizes natural language processing to generate essential application components, such as tables, forms, logic, and user interfaces, all tailored to align with existing enterprise data models and templates. Professional developers can leverage ServiceNow Studio for advanced customization and extension, while business technologists can create applications in the Creator Studio, a fully no-code environment equipped with built-in guardrails to ensure compliance with enterprise standards. This dual approach enables organizations to rapidly develop applications that meet their specific workflow needs. At runtime, App Engine operates on the ServiceNow AI Platform, providing automatic governance, security policies, and performance management. This unified platform connects workflows, data, integrations, and user experiences, eliminating the challenges often associated with tool sprawl. The App Engine Management Center plays a crucial role in maintaining governance through established data models, security rules, and templates, ensuring that all applications adhere to organizational standards. Key capabilities of ServiceNow App Engine include the AI-assisted Build Agent for application creation, the Test Agent for generating automated tests and validating changes, and the App Engine Management Center for governance. These features collectively enhance the development process, allowing organizations to modernize and consolidate manual workflows that may currently rely on outdated tools like spreadsheets and email. By accelerating release cycles and improving application quality, App Engine supports organizations in achieving measurable outcomes in development speed, cost reduction, and productivity gains. ServiceNow's App Engine has established itself as a leader in the low-code application platform space, recognized in the Gartner Magic Quadrant for six consecutive years. Trusted by 85% of the Fortune 500, organizations such as Yokogawa Electric Korea, Hitachi Vantara, and Canada Life utilize App Engine to enhance their custom application delivery processes, demonstrating the platform's effectiveness in addressing complex enterprise needs.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1,030

#### How Do G2 Users Rate ServiceNow App Engine?

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.4/10 (Category avg: 8.7/10)
- **UI Code Extending:** 8.2/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.6/10 (Category avg: 8.9/10)

#### Who Is the Company Behind ServiceNow App Engine?

- **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow)
- **Company Website:** www.servicenow.com
- **Year Founded:** 2004
- **HQ Location:** Santa Clara, CA
- **Twitter:** @servicenow  
55,548 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f146dd2da6255ae21db2f89043b268912043fe250660dfee40ba3c0574bb1ba&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F29352%2F&secure%5Burl_type%5D=linkedin_company_website)  
35,081 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** ServiceNow Developer, Consultant
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 44% Large, 26% Medium

#### What Do G2 Reviewers Say About ServiceNow App Engine?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of ServiceNow App Engine, enabling quick development with drag-and-drop simplicity.
- Users appreciate the **low-code app development** of ServiceNow App Engine, enabling faster and cleaner application creation.
- Users appreciate the **low-code flexibility** of ServiceNow App Engine, enabling quick app creation for all users.
- Users love the **easy creation** feature of ServiceNow App Engine, enabling rapid app development with minimal coding.
- Users appreciate the **fast app development** capabilities of ServiceNow App Engine, making development easy and intuitive.

##### Cons

- Users find the **steep learning curve** of ServiceNow App Engine challenging, especially with configuration and customization complexities.
- Users find the **learning difficulty** of ServiceNow App Engine can hinder onboarding and usage for newcomers.
- Users find the **licensing costs high** , particularly challenging for smaller organizations, impacting overall satisfaction with ServiceNow.
- Users face **limited customization options** in ServiceNow App Engine, which hinders flexibility and performance for advanced use.
- Users experience **slow performance** in complex workflows, which hampers the overall efficiency of the ServiceNow App Engine.

#### What Are Recent G2 Reviews of ServiceNow App Engine?

**["ServiceNow App Engine Speeds Up App Building and Process Automation"](https://www.g2.com/survey_responses/servicenow-app-engine-review-13000822)**

**Rating:** 4.5/5.0 stars

_— Nurse B._

[Read full review](https://www.g2.com/survey_responses/servicenow-app-engine-review-13000822)

**["Easy Low-Code App Building with Clean UI and Seamless Integrations"](https://www.g2.com/survey_responses/servicenow-app-engine-review-12980151)**

**Rating:** 4.5/5.0 stars

_— Shubhangi G._

[Read full review](https://www.g2.com/survey_responses/servicenow-app-engine-review-12980151)

#### What Are G2 Users Discussing About ServiceNow App Engine?

- [What is ServiceNow App Engine used for?](https://www.g2.com/discussions/what-is-servicenow-app-engine-used-for) - 3 comments, 3 upvotes

[
OutSystems
](https://www.g2.com/products/outsystems/reviews)

By [OutSystems](https://www.g2.com/sellers/outsystems)

[

4.5/5(1,798)

](https://www.g2.com/products/outsystems/reviews)

What do users say?

Users consistently praise the platform for its ease of use and rapid development capabilities, allowing teams to build applications quickly and efficiently. The intuitive interface and strong communit

Pros and Cons

[
Ease of Use (194)
](https://www.g2.com/products/outsystems/reviews?qs=pros-and-cons)[
Expensive (75)
](https://www.g2.com/products/outsystems/reviews?qs=pros-and-cons)

### [OutSystems](https://www.g2.com/products/outsystems/reviews)

What if you could build custom, AI-powered solutions that fit your business perfectly, without the risk or costly lock-in? The OutSystems AI-powered low-code development platform eliminates the compromises of building and buying, enabling your teams to turn ideas into mission-critical applications and agents that drive revenue, efficiency, and customer impact. By combining a trusted low-code foundation with powerful AI capabilities, you can build custom solutions up to 10x faster, with the speed of innovation and control you need to compete in the AI-centric future.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1,622

#### How Do G2 Users Rate OutSystems?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.9/10 (Category avg: 8.7/10)
- **UI Code Extending:** 8.6/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.9/10 (Category avg: 8.9/10)

#### Who Is the Company Behind OutSystems?

- **Seller:** [OutSystems](https://www.g2.com/sellers/outsystems)
- **Company Website:** www.outsystems.com
- **Year Founded:** 2001
- **HQ Location:** Boston, MA
- **Twitter:** @OutSystems  
25,276 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ccc6b0ab8a6a606ed9d6676af9388fa46fdba679e6889f3f95c152fc7b341bac&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F16663%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,209 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Developer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 40% Medium, 35% Large

#### What Do G2 Reviewers Say About OutSystems?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **ease of use** of OutSystems, enabling rapid development and integration for effective solutions.
- Users value the **speed of development** with OutSystems, streamlining processes and enhancing productivity across various applications.
- Users value the **fast development** capabilities of OutSystems, allowing quick implementation and efficient application creation.
- Users appreciate the **rapid app development speed** with OutSystems, enabling quick transformation of ideas into functional applications.
- Users value the **speed and ease of app development** with OutSystems, allowing rapid solutions and accessibility for non-technical users.

##### Cons

- Users find OutSystems **expensive for small businesses** , limiting accessibility and growth opportunities due to high licensing costs.
- Users highlight the **high costs** associated with OutSystems, feeling it isn't affordable for all companies.
- Users find the **licensing costs high and inflexible** , making it difficult for smaller companies to adopt OutSystems.
- Users criticize the **missing authentication features** in OutSystems, complicating integration and increasing costs for development.
- Users find the **limited customization** options frustrating, impacting flexibility and overall usability of OutSystems.

#### What Are Recent G2 Reviews of OutSystems?

**["OutSystems Speeds Delivery with a Powerful Visual Low-Code Platform"](https://www.g2.com/survey_responses/outsystems-review-12858810)**

**Rating:** 4.0/5.0 stars

_— Faizan A._

[Read full review](https://www.g2.com/survey_responses/outsystems-review-12858810)

**["OutSystems: A Game-Changer for Swift, Scalable, and Personalized Development"](https://www.g2.com/survey_responses/outsystems-review-8895217)**

**Rating:** 4.0/5.0 stars

_— José R._

[Read full review](https://www.g2.com/survey_responses/outsystems-review-8895217)

#### What Are G2 Users Discussing About OutSystems?

- [What is OutSystems used for?](https://www.g2.com/discussions/what-is-outsystems-used-for) - 1 comment
- [How much does OutSystems cost?](https://www.g2.com/discussions/how-much-does-outsystems-cost) - 2 comments
- [Are OutSystems free?](https://www.g2.com/discussions/are-outsystems-free) - 6 comments
- [What uses OutSystems?](https://www.g2.com/discussions/what-uses-outsystems) - 1 comment
- [What is OutSystems platform?](https://www.g2.com/discussions/what-is-outsystems-platform) - 1 comment

[
Salesforce Headless 360 Platform (formerly Salesforce Platform)
](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews)

By [Salesforce](https://www.g2.com/sellers/salesforce)

[

4.5/5(3,991)

](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews)

What do users say?

Users consistently praise the platform for its flexibility and customization options, allowing businesses to tailor workflows and automate processes effectively. Many appreciate its ability to central

Pros and Cons

[
Ease of Use (1637)
](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews?qs=pros-and-cons)[
Learning Curve (574)
](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews?qs=pros-and-cons)

### [Salesforce Headless 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews)

Salesforce's Agentforce 360 Platform helps IT and security teams innovate fast, deploy securely, and protect their data. With our development and security tools built into the entire agent and app lifecycle on Salesforce, organizations can dive into AI innovation without compromising on security and compliance. And by building on Salesforce, development teams get a head start on AI projects by using the apps, workflows, data streams, and agents they've already built. Developers can develop agents and apps quickly, securely, and reliably, and IT can customize and extend Salesforce across the enterprise. And every customer can protect their data with security and compliance.

**Average Rating:** 4.5/5.0

**Total Reviews:** 3,777

#### How Do G2 Users Rate Salesforce Headless 360 Platform (formerly Salesforce Platform)?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.9/10 (Category avg: 8.7/10)
- **UI Code Extending:** 8.6/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.9/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Salesforce Headless 360 Platform (formerly Salesforce Platform)?

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** www.salesforce.com
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce  
579,511 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c04f36289ca03aeff007197f1d9e74e925e328ed6bcfaff98911c78b3ab382f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3185%2F&secure%5Burl_type%5D=linkedin_company_website)  
83,223 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Salesforce Developer, Account Executive
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 45% Medium, 34% Large

#### What Do G2 Reviewers Say About Salesforce Headless 360 Platform (formerly Salesforce Platform)?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** with Salesforce Headless 360, facilitated by its practical training and supportive community.
- Users value the **flexibility and automation capabilities** of Salesforce Headless 360 Platform for seamless data management.
- Users appreciate the **easy customization** of Salesforce Headless 360 Platform, tailored perfectly for diverse institutional needs.
- Users appreciate the **high customizability** of Salesforce Headless 360 Platform, easily adapting it to diverse educational needs.
- Users appreciate the **extensive customization options** , enhancing their campaign-building experience and meeting diverse business needs.

##### Cons

- Users often face a **steep learning curve** with Salesforce Headless 360 Platform, which can feel overwhelming for new users.
- Users find the **complexity** of Salesforce Headless 360 Platform to be a significant barrier, particularly for smaller businesses.
- Users highlight the **high cost of ownership** and complexity, making it challenging to manage and learn.
- Users find the **difficult learning** curve of Salesforce Headless 360 Platform challenging, needing significant time and effort to master.
- Users feel Salesforce Headless 360 Platform lacks **certain features and can be overwhelming** due to its complexity.

#### What Are Recent G2 Reviews of Salesforce Headless 360 Platform (formerly Salesforce Platform)?

**["Modern, Powerful, but Not for Every Project"](https://www.g2.com/survey_responses/salesforce-headless-360-platform-formerly-salesforce-platform-review-7107647)**

**Rating:** 4.0/5.0 stars

_— Vipul P._

[Read full review](https://www.g2.com/survey_responses/salesforce-headless-360-platform-formerly-salesforce-platform-review-7107647)

**["Powerful platform that is flexible and easy to manage"](https://www.g2.com/survey_responses/salesforce-headless-360-platform-formerly-salesforce-platform-review-10785555)**

**Rating:** 5.0/5.0 stars

_— Phillip T._

[Read full review](https://www.g2.com/survey_responses/salesforce-headless-360-platform-formerly-salesforce-platform-review-10785555)

#### What Are G2 Users Discussing About Salesforce Headless 360 Platform (formerly Salesforce Platform)?

- [What are the essential Salesforce Platform features a beginner should learn to improve customer relationship management?](https://www.g2.com/discussions/what-are-the-essential-salesforce-platform-features-a-beginner-should-learn-to-improve-customer-relationship-management) - 5 comments, 2 upvotes
- [What is Salesforce Platform used for?](https://www.g2.com/discussions/what-is-salesforce-platform-used-for) - 2 comments
- [What is Salesforce Mobile used for?](https://www.g2.com/discussions/what-is-salesforce-mobile-used-for) - 1 comment, 1 upvote
- [What all functionalities can be used via Salesforce?](https://www.g2.com/discussions/what-all-functionalities-can-be-used-via-salesforce) - 2 comments, 1 upvote
- [How do I add an account to Salesforce Authenticator?](https://www.g2.com/discussions/salesforce-authenticator-how-do-i-add-an-account-to-salesforce-authenticator) - 2 comments

[
UiPath Agentic Automation
](https://www.g2.com/products/uipath-agentic-automation/reviews)

By [UiPath](https://www.g2.com/sellers/uipath)

[

4.6/5(7,581)

](https://www.g2.com/products/uipath-agentic-automation/reviews)

What do users say?

Users consistently praise the ease of use and flexibility of UiPath Agentic Automation, highlighting its ability to streamline complex workflows and integrate AI-driven decision-making seamlessly. The

Pros and Cons

[
Automation (336)
](https://www.g2.com/products/uipath-agentic-automation/reviews?qs=pros-and-cons)[
Expensive (138)
](https://www.g2.com/products/uipath-agentic-automation/reviews?qs=pros-and-cons)

### [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews)

UiPath (NYSE: PATH) is a global leader in agentic automation, empowering enterprises to harness the full potential of AI agents to autonomously execute and optimize complex business processes. The UiPath Platform™ uniquely combines controlled agency, developer flexibility, and seamless integration to help organizations scale agentic automation safely and confidently. Committed to security, governance, and interoperability, UiPath supports enterprises as they transition into a future where automation delivers on the full potential of AI to transform industries. For more information, visit www.uipath.com. Agentic testing is an AI-powered approach to software quality assurance that leverages autonomous agents to generate, execute, and evolve tests across the entire testing lifecycle. By partnering intelligent agents with human testers, agentic testing dramatically increases test coverage, accelerates release cycles, improves system resilience, and enables continuous testing at enterprise scale. It empowers teams to shift from manual, reactive testing to proactive, scalable quality engineering—driving faster innovation with higher confidence.

**Average Rating:** 4.6/5.0

**Total Reviews:** 6,136

#### How Do G2 Users Rate UiPath Agentic Automation?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 9.5/10 (Category avg: 8.7/10)
- **UI Code Extending:** 9.3/10 (Category avg: 8.5/10)
- **Platform Compatability:** 9.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind UiPath Agentic Automation?

- **Seller:** [UiPath](https://www.g2.com/sellers/uipath)
- **Company Website:** www.uipath.com
- **Year Founded:** 2005
- **HQ Location:** New York
- **Twitter:** @UiPath  
108,104 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=17615f854c74fc9182c09444e77a06bb258d3895834425dd5c43ea727a867603&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1523656%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,134 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** RPA Developer, Software Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 51% Large, 29% Medium

#### What Do G2 Reviewers Say About UiPath Agentic Automation?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise UiPath Agentic Automation for its **advanced AI integration** , making automation of complex tasks seamless and efficient.
- Users highlight the **ease of use** of UiPath Agentic Automation, facilitating smoother integration and workflow for developers.
- Users value the **adaptive and seamless automation** of UiPath Agentic Automation, effectively managing complex tasks with AI integration.
- Users praise the **automation ease** of UiPath Agentic Automation, highlighting its advanced AI and orchestration capabilities.
- Users value the **efficiency** of UiPath Agentic Automation, significantly reducing time and effort in business processes.

##### Cons

- Users find UiPath Agentic Automation to be **expensive** , especially in comparison to other RPA tools, impacting accessibility.
- Users find the **learning curve steep** , with challenges in agent training and programming knowledge for non-technical users.
- Users find the **complexity** of UiPath Agentic Automation overwhelming, particularly when managing advanced features and setup processes.
- Users feel the **pricing is too high** for UiPath Agentic Automation, suggesting adjustments for better accessibility.
- Users find the **licensing issues confusing** , which complicates the initial setup and increases the learning curve.

#### What Are Recent G2 Reviews of UiPath Agentic Automation?

**["Transformative Automation with AI Decision Making"](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416)**

**Rating:** 4.5/5.0 stars

_— Arti P._

[Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416)

**["Extending RPA Capabilities with Agentic AI"](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)**

**Rating:** 4.5/5.0 stars

_— Muhammad A._

[Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)

#### What Are G2 Users Discussing About UiPath Agentic Automation?

- [What are the most impactful use-cases of UiPath's RPA in automating repetitive business processes?](https://www.g2.com/discussions/what-are-the-most-impactful-use-cases-of-uipath-s-rpa-in-automating-repetitive-business-processes) - 2 comments
- [What is robotic process automation RPA and when is it beneficial?](https://www.g2.com/discussions/what-is-robotic-process-automation-rpa-and-when-is-it-beneficial) - 1 comment
- [Which business process can be automated with RPA?](https://www.g2.com/discussions/which-business-process-can-be-automated-with-rpa) - 2 comments
- [What is RPA in UiPath?](https://www.g2.com/discussions/what-is-rpa-in-uipath) - 2 comments
- [Is UiPath an RPA tool?](https://www.g2.com/discussions/is-uipath-an-rpa-tool) - 2 comments

[
Quickbase
](https://www.g2.com/products/quickbase/reviews)

By [Quickbase](https://www.g2.com/sellers/quickbase)

[

4.5/5(1,593)

](https://www.g2.com/products/quickbase/reviews)

What do users say?

Users consistently praise Quickbase for its flexibility and ease of use, allowing teams to build custom applications without extensive coding knowledge. Many appreciate how it streamlines workflows an

Pros and Cons

[
Ease of Use (314)
](https://www.g2.com/products/quickbase/reviews?qs=pros-and-cons)[
Learning Curve (121)
](https://www.g2.com/products/quickbase/reviews?qs=pros-and-cons)

### [Quickbase](https://www.g2.com/products/quickbase/reviews)

Quickbase is an AI-driven platform designed to help businesses streamline their operations by adapting to their unique workflows and processes. Unlike traditional off-the-shelf software, which often requires users to conform to predefined structures, Quickbase empowers organizations to create customized solutions that align with their specific needs. This flexibility is crucial for companies seeking to eliminate inefficiencies and reduce the burden of 'Gray Work' - what we call the time-consuming tasks and manual processes that arise from using rigid software systems. The target audience for Quickbase includes businesses of all sizes across various industries that are looking to enhance their operational efficiency. Whether it's a 50 person small business or a large enterprise, organizations can benefit from a platform that allows them to connect disparate data sources, automate repetitive tasks, and scale their competitive advantages. Quickbase is particularly valuable for teams that rely on collaboration and data-driven decision-making, as it fosters an environment where information flows seamlessly and processes are optimized. Key features of Quickbase include its intuitive interface, which allows users to build custom applications without extensive coding knowledge. This user-friendly design enables teams to quickly adapt the platform to their specific workflows, ensuring that they can address unique challenges without the need for extensive IT support. Additionally, Quickbase offers powerful automation capabilities, allowing users to set up triggers and workflows that reduce manual effort and streamline operations. The platform also supports integration with various data sources, enabling businesses to consolidate their information and gain valuable insights. One of the standout benefits of Quickbase is its ability to scale with your business. As organizations grow and evolve, their processes often become more complex. Quickbase's adaptable nature ensures that users can modify their applications and workflows as needed, without the constraints typically associated with traditional software. This flexibility not only saves time but also fosters innovation, as teams can experiment with new processes and tools that enhance their productivity. By prioritizing user-centric design and adaptability, Quickbase stands out in the crowded landscape of business software solutions. It provides organizations with the tools they need to optimize their operations, reduce inefficiencies, and ultimately drive growth. With Quickbase, businesses can focus on what truly matters—leveraging their unique processes to gain a competitive edge in their respective markets.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1,528

#### How Do G2 Users Rate Quickbase?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.1/10 (Category avg: 8.7/10)
- **UI Code Extending:** 7.8/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Quickbase?

- **Seller:** [Quickbase](https://www.g2.com/sellers/quickbase)
- **Company Website:** quickbase.com
- **Year Founded:** 2012
- **HQ Location:** Boston, MA
- **Twitter:** @quickbase  
5,146 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e67008ade949600e111789214d331e16b736628d50570e9bfe40e708e443a772&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2845325%2F&secure%5Burl_type%5D=linkedin_company_website)  
816 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Project Manager, Project Coordinator
- **Top Industries:** Information Technology and Services, Construction
- **Company Size:** 42% Medium, 31% Small

#### What Do G2 Reviewers Say About Quickbase?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **ease of use** of Quickbase, praising its user-friendly interface and low-code app creation.
- Users appreciate the **customization options** in Quickbase, enabling tailored databases that enhance workflow and efficiency.
- Users love the **customizability** of Quickbase, enabling tailored applications to meet specific business needs efficiently.
- Users value the **high degree of customization** in Quickbase, allowing tailored solutions for diverse business needs.
- Users value the **customization options** of Quickbase, tailoring databases to fit specific business needs and workflows.

##### Cons

- Users find the **learning curve steep** due to enforced changes and a need for better individualized training.
- Users find the **missing features** in Quickbase, like document upload and flexible forms, limit its overall effectiveness.
- Users find Quickbase **not intuitive** , leading to accidental clicks and a frustrating user experience on mobile.
- Users note **limited features** in Quickbase, such as integration challenges and mobile app limitations, affecting overall usability.
- Users find **limited customization** options can hinder their ability to fully utilize Quickbase's capabilities effectively.

#### What Are Recent G2 Reviews of Quickbase?

**["How We Built a Custom E-Signature Workflow on Top of Quickbase"](https://www.g2.com/survey_responses/quickbase-review-13125581)**

**Rating:** 4.5/5.0 stars

_— Roxana C._

[Read full review](https://www.g2.com/survey_responses/quickbase-review-13125581)

**["Flexible, Custom Workflows That Grow With Us"](https://www.g2.com/survey_responses/quickbase-review-13119808)**

**Rating:** 5.0/5.0 stars

_— Michael S._

[Read full review](https://www.g2.com/survey_responses/quickbase-review-13119808)

#### What Are G2 Users Discussing About Quickbase?

- [How much is quick base?](https://www.g2.com/discussions/how-much-is-quick-base) - 3 comments, 1 upvote
- [Is quick base free?](https://www.g2.com/discussions/is-quick-base-free) - 3 comments
- [What is the use of Intuit quick base?](https://www.g2.com/discussions/what-is-the-use-of-intuit-quick-base)
- [What is quick base software?](https://www.g2.com/discussions/what-is-quick-base-software) - 1 comment, 1 upvote

[
Mendix
](https://www.g2.com/products/mendix/reviews)

By [Mendix](https://www.g2.com/sellers/mendix)

[

4.4/5(355)

](https://www.g2.com/products/mendix/reviews)

What do users say?

Users consistently praise the ease of use and rapid application development capabilities of Mendix, highlighting how it simplifies complex processes and allows for quick integration with various syste

Pros and Cons

[
Ease of Use (30)
](https://www.g2.com/products/mendix/reviews?qs=pros-and-cons)[
Learning Curve (12)
](https://www.g2.com/products/mendix/reviews?qs=pros-and-cons)

### [Mendix](https://www.g2.com/products/mendix/reviews)

Mendix, a Siemens business, is the only low-code platform designed to address the full complexity of enterprise software development challenges. Deploying point solutions to departmental problems solves things at a micro level—but if you want to make a significant impact on your business, you need to go bigger and build powerful portfolios that move the needle sustainably and strategically. With Mendix, enterprises can take on more complex, transformational initiatives by engaging everyone in capturing requirements, forming ideas, and embedding value assessment throughout the lifecycle of the software portfolio. Focus on the right problems while relying on governance and control to avoid unnecessary risk. Mobilize your organization. Build the change readiness muscle. And when the next big idea drops, turn it into an outcome quicker. More than 4,000 organizations in 46 countries use the Mendix low-code platform. An active community of over 300,000 members has created over 950,000 applications – and counting.

**Average Rating:** 4.4/5.0

**Total Reviews:** 317

#### How Do G2 Users Rate Mendix?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.5/10 (Category avg: 8.7/10)
- **UI Code Extending:** 8.2/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.5/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Mendix?

- **Seller:** [Mendix](https://www.g2.com/sellers/mendix)
- **Company Website:** www.mendix.com
- **Year Founded:** 2005
- **HQ Location:** Boston, Massachusetts
- **Twitter:** @Mendix  
11,488 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c9e7814c5a95e85d296a5ecdbdd81c46369e33c52b86b83cb5d7fd99cdc40a3c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F42815%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,024 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Mendix Developer, Mendix Consultant
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 39% Large, 30% Medium

#### What Do G2 Reviewers Say About Mendix?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Mendix to be **easy to use** , enabling non-technical users to quickly create and manage applications.
- Users appreciate the **fast development** capabilities of Mendix, streamlining the integration of multiple systems into one app.
- Users appreciate the **low code capability** of Mendix, simplifying development and accelerating project delivery.
- Users appreciate the **quick development** capabilities of Mendix, enabling fast app delivery and effective iteration with ease.
- Users find Mendix offers **easy integration** with multiple tools, streamlining development and enhancing user experience.

##### Cons

- Users find the **learning curve steep** , making it challenging for newcomers to effectively use Mendix for development.
- Users feel that the **cost issues** with Mendix, including high licensing fees, limit accessibility for common users.
- Users cite **high licensing costs** as a significant drawback of Mendix, impacting affordability for smaller teams.
- Users find **limited customization** options in Mendix, needing workarounds for a truly unique UX experience.
- Users face **limited features** with Mendix, impacting effectiveness for complex applications and hindering non-technical users.

#### What Are Recent G2 Reviews of Mendix?

**["Agile Development with Intuitive Interface"](https://www.g2.com/survey_responses/mendix-review-12941461)**

**Rating:** 4.5/5.0 stars

_— gabriel b._

[Read full review](https://www.g2.com/survey_responses/mendix-review-12941461)

**["Fast and Feature-Rich for Industrial Projects"](https://www.g2.com/survey_responses/mendix-review-13056062)**

**Rating:** 5.0/5.0 stars

_— Eduard S._

[Read full review](https://www.g2.com/survey_responses/mendix-review-13056062)

#### What Are G2 Users Discussing About Mendix?

- [What is Mendix used for?](https://www.g2.com/discussions/what-is-mendix-used-for) - 1 comment

[
Appian
](https://www.g2.com/products/appian/reviews)

By [Appian](https://www.g2.com/sellers/appian)

[

4.5/5(500)

](https://www.g2.com/products/appian/reviews)

What do users say?

Users consistently praise the platform for its ease of use and rapid application development, allowing teams to build and manage workflows efficiently without extensive coding knowledge. The integrati

Pros and Cons

[
Ease of Use (38)
](https://www.g2.com/products/appian/reviews?qs=pros-and-cons)[
Limited Features (15)
](https://www.g2.com/products/appian/reviews?qs=pros-and-cons)

### [Appian](https://www.g2.com/products/appian/reviews)

Appian provides AI automation for mission-critical work. We automate complex processes in large enterprises and governments. Our platform is known for its unique reliability and scale. We've been automating processes for more than 25 years and understand enterprise operations like no one else. For more information, visit [www.appian.com](http://www,appian.com?utm_source=g2). [Nasdaq: APPN] ANALYST REPORTS Appian is proud to be named a Leader by Gartner for Business Orchestration and Automation Technologies (BOAT). Access report via: https://ap.pn/3d8RYQJ

**Average Rating:** 4.5/5.0

**Total Reviews:** 435

#### How Do G2 Users Rate Appian?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.5/10 (Category avg: 8.7/10)
- **UI Code Extending:** 7.8/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Appian?

- **Seller:** [Appian](https://www.g2.com/sellers/appian)
- **Company Website:** www.appian.com
- **Year Founded:** 1999
- **HQ Location:** McLean, Virginia
- **Twitter:** @Appian  
16,293 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=29b6103da71762f35de9400a7262d6436e056ef562947cc5b3104573a3938392&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F8088%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,501 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Manager, Consultant
- **Top Industries:** Financial Services, Banking
- **Company Size:** 57% Large, 28% Medium

#### What Do G2 Reviewers Say About Appian?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** in Appian, enabling quick transformation of complex business processes into applications.
- Users value the **efficient automation** in Appian, enabling rapid transformation of complex business processes into functional applications.
- Users appreciate the **low-code approach** of Appian, enabling quick development of complex business applications efficiently.
- Users praise the **effective orchestration of processes** in Appian, enhancing business logic over boilerplate code.
- Users appreciate the **forward-thinking AI capabilities** of Appian, enhancing innovation and streamlining the development process.

##### Cons

- Users note the **limited features** of Appian, expressing a desire for more essential enhancements without extra costs.
- Users find Appian's **licensing costs to be expensive** , limiting their ability to adopt the platform effectively.
- Users find Appian to have **limited flexibility** for custom UI and complex logic, impacting development ease.
- Users find **complexity in customization** with Appian, as it can be difficult to meet specific business needs.
- Users find **limited customization** in Appian, especially for complex UIs and debugging, impacting their development experience.

#### What Are Recent G2 Reviews of Appian?

**["Implementation and Costs: Major Challenges for Appian"](https://www.g2.com/survey_responses/appian-review-12935187)**

**Rating:** 4.0/5.0 stars

_— Manuel Yeison S._

[Read full review](https://www.g2.com/survey_responses/appian-review-12935187)

**["Streamlined Our Operations with Low-Code Power"](https://www.g2.com/survey_responses/appian-review-12900106)**

**Rating:** 5.0/5.0 stars

_— Alemu J._

[Read full review](https://www.g2.com/survey_responses/appian-review-12900106)

#### What Are G2 Users Discussing About Appian?

- [What is Appian used for?](https://www.g2.com/discussions/what-is-appian-used-for) - 1 comment
- [What is Appian Workforce Safety used for?](https://www.g2.com/discussions/what-is-appian-workforce-safety-used-for)
- [What is Appian Platform in GovCloud used for?](https://www.g2.com/discussions/what-is-appian-platform-in-govcloud-used-for)
- [Is Appian SaaS or PaaS?](https://www.g2.com/discussions/is-appian-saas-or-paas)
- [What programming language does Appian use?](https://www.g2.com/discussions/what-programming-language-does-appian-use) - 1 comment

[
Bizagi
](https://www.g2.com/products/bizagi/reviews)

By [Bizagi](https://www.g2.com/sellers/bizagi)

[

4.6/5(324)

](https://www.g2.com/products/bizagi/reviews)

What do users say?

Users consistently praise Bizagi for its intuitive interface and visual workflow modeling, which simplify complex processes and enhance collaboration among teams. The low-code capabilities allow for q

Pros and Cons

[
Ease of Use (65)
](https://www.g2.com/products/bizagi/reviews?qs=pros-and-cons)[
Missing Features (17)
](https://www.g2.com/products/bizagi/reviews?qs=pros-and-cons)

### [Bizagi](https://www.g2.com/products/bizagi/reviews)

Bizagi is an enterprise platform for business orchestration and AI automation, enabling organizations to design, automate, and run complex end-to-end processes that bring together people, AI agents, systems, and data. Unlike point AI tools, Bizagi is the operational layer where AI, processes, and enterprise systems work together: governed, auditable, and production-ready. Built on more than two decades of enterprise process expertise, Bizagi brings the depth of operational knowledge that newer AI platforms simply have not had time to develop. That foundation is what makes Bizagi's AI story credible where others are still experimental. Bizagi's native AI capabilities are built directly into the platform. AI Agents are reusable, GenAI-powered assistants configured in the AI Hub, capable of content generation, document analysis, classification, summarization, and more. They can be invoked from processes, interfaces, or other agents, and integrate via connectors and Model Context Protocol to reach internal and external systems. AI Workers automate repetitive tasks inside forms and workflows by analyzing rules, field history, and process context, operating in supervised or more autonomous modes and improving through reinforcement learning. Ask Ada, Bizagi's conversational analytics assistant, lets users query business data in natural language and receive answers, charts, and insights, all within Bizagi's role and permission model and grounded in both process data and enterprise documents through a built-in RAG knowledge layer. Governance is central, not optional. Bizagi runs on Microsoft Azure with Private OpenAI integration, keeping sensitive data within a secure perimeter. AI features require deliberate configuration and deployment. Generative AI capabilities are intentionally built into workflows rather than casually enabled, and Data Domains, Personas, and Bizagi's role model control precisely what any AI capability can access and how results can be used. Customers see results fast. Stone Coast Fund Services reduced processing time by 80% across more than 25,000 annual service requests, going live in six weeks. Bizagi's AI Ignite packages take organizations from zero to live AI Agents or AI Assistants in approximately seven weeks, combining software and professional services to de-risk early projects. With over 1,000 enterprise implementations across financial services, manufacturing, healthcare, and government, Bizagi is named in the 2025 Gartner Magic Quadrant for Business Orchestration and Automation Technologies (BOAT), Microsoft Certified for AI in Financial Services and Manufacturing, and a G2 leader across Agentic AI, AI Agents for Business Operations, BPM, and Digital Process Automation. Customers include DHL, Unilever, Caterpillar, and Old Mutual. For more information, visit bizagi.com.

**Average Rating:** 4.6/5.0

**Total Reviews:** 312

#### How Do G2 Users Rate Bizagi?

- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 9.1/10 (Category avg: 8.7/10)
- **UI Code Extending:** 8.5/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.9/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Bizagi?

- **Seller:** [Bizagi](https://www.g2.com/sellers/bizagi)
- **Company Website:** www.bizagi.com
- **Year Founded:** 1989
- **HQ Location:** 1775 Tysons Blvd, 5th Floor, Tysons, VA, 22102
- **Twitter:** @bizagi  
5,749 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e72f2459fe490a9e6356113fc4055c4114d399f35bd432267b1b2043a55d0a1e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2652230%2F&secure%5Burl_type%5D=linkedin_company_website)  
440 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** SDET, Business Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 46% Medium, 28% Large

#### What Do G2 Reviewers Say About Bizagi?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **intuitive and user-friendly interface** of Bizagi, simplifying process modeling and automation effortlessly.
- Users value the **process automation** features of Bizagi, significantly enhancing efficiency and customer satisfaction.
- Users appreciate the **effective automation tools** of Bizagi, enhancing IT processes and delivering improved business outcomes.
- Users appreciate the **efficiency** of Bizagi, noting reduced costs and faster processes enhancing customer satisfaction.
- Users appreciate the **automated workflows** in Bizagi, enhancing efficiency and simplifying complex processes with user-friendly design.

##### Cons

- Users find the **lack of pre-defined templates** in Bizagi a significant barrier to effectively utilizing its features.
- Users report **performance issues** with Bizagi, particularly when managing large workflows and requiring higher system specifications.
- Users experience **slow performance** during complex processes and with large workflows, requiring higher system specifications.
- Users struggle with the **learning curve** in Bizagi, particularly for complex tasks and troubleshooting without technical support.
- Users note the **complexity** of using Bizagi, requiring significant technical skills for effective implementation and management.

#### What Are Recent G2 Reviews of Bizagi?

**["Bizagi Bridges Business and IT with Powerful BPMN 2.0 Low-Code Automation"](https://www.g2.com/survey_responses/bizagi-review-13134111)**

**Rating:** 5.0/5.0 stars

_— Duarte D._

[Read full review](https://www.g2.com/survey_responses/bizagi-review-13134111)

**["Bizagi Suite: Accelerating Process Automation with Low-Code Development"](https://www.g2.com/survey_responses/bizagi-review-13050818)**

**Rating:** 4.5/5.0 stars

_— uday t._

[Read full review](https://www.g2.com/survey_responses/bizagi-review-13050818)

#### What Are G2 Users Discussing About Bizagi?

- [Is bizagi open source?](https://www.g2.com/discussions/is-bizagi-open-source)
- [What is bizagi engine?](https://www.g2.com/discussions/what-is-bizagi-engine)
- [What is bizagi studio used for?](https://www.g2.com/discussions/what-is-bizagi-studio-used-for)

[
AWS Step Functions
](https://www.g2.com/products/aws-step-functions/reviews)

By [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd)

[

4.2/5(35)

](https://www.g2.com/products/aws-step-functions/reviews)

What do users say?

Users consistently praise the ease of use and visual workflow design of AWS Step Functions, which simplifies the orchestration of serverless applications. Many appreciate how it allows for quick integ

### [AWS Step Functions](https://www.g2.com/products/aws-step-functions/reviews)

AWS Step Functions makes it easy to coordinate the components of distributed applications and microservices using visual workflows. Building applications from individual components that each perform a discrete function lets you scale and change applications quickly.

**Average Rating:** 4.2/5.0

**Total Reviews:** 33

#### How Do G2 Users Rate AWS Step Functions?

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 7.9/10 (Category avg: 8.7/10)
- **UI Code Extending:** 6.3/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.9/10 (Category avg: 8.9/10)

#### Who Is the Company Behind AWS Step Functions?

- **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd)
- **Year Founded:** 2006
- **HQ Location:** Seattle, WA
- **Twitter:** @awscloud  
2,232,483 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=072881eee28a2afe24f8d1bda9f20e3e146b9fb4b214f216411ce2ed6898b31e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Famazon-web-services%2F&secure%5Burl_type%5D=linkedin_company_website)  
147,094 employees on LinkedIn®
- **Ownership:** NASDAQ: AMZN

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 43% Small, 29% Medium

#### What Are Recent G2 Reviews of AWS Step Functions?

**["Visual, Serverless Orchestration That Simplifies Complex AWS Workflows"](https://www.g2.com/survey_responses/aws-step-functions-review-12835817)**

**Rating:** 4.0/5.0 stars

_— Atharva P._

[Read full review](https://www.g2.com/survey_responses/aws-step-functions-review-12835817)

**["Visual and traceable orchestration for complex flows in AWS"](https://www.g2.com/survey_responses/aws-step-functions-review-12462051)**

**Rating:** 4.5/5.0 stars

_— Caleb F._

[Read full review](https://www.g2.com/survey_responses/aws-step-functions-review-12462051)

#### What Are G2 Users Discussing About AWS Step Functions?

- [What is AWS Step Functions used for?](https://www.g2.com/discussions/what-is-aws-step-functions-used-for)

[
SAP Business Technology...
](https://www.g2.com/products/sap-business-technology-platform/reviews)

By [SAP](https://www.g2.com/sellers/sap)

[

4.4/5(421)

](https://www.g2.com/products/sap-business-technology-platform/reviews)

What do users say?

Users consistently praise the seamless integration capabilities of SAP Business Technology Platform, which allows for efficient connections between SAP and non-SAP systems. The platform's flexibility

Pros and Cons

[
Ease of Use (130)
](https://www.g2.com/products/sap-business-technology-platform/reviews?qs=pros-and-cons)[
Learning Curve (96)
](https://www.g2.com/products/sap-business-technology-platform/reviews?qs=pros-and-cons)

### [SAP Business Technology Platform](https://www.g2.com/products/sap-business-technology-platform/reviews)

SAP Business Technology Platform (SAP BTP) is a multi-cloud platform-as-a-Service optimized to work with SAP solutions. It is a unified platform of technologies SAP uses for its own innovation, to extend and integrate business applications, and to infuse artificial intelligence and context-aware business data. SAP BTP brings together intelligent enterprise applications with database and data management, analytics, integration and extension capabilities into one platform for both cloud and hybrid environments, including hundreds of prebuilt business content and integrations for faster time-to-value. It can be used to create personalized experiences across business processes, build applications, analytics, and integrations faster, and to run mission-critical innovation confidently on major cloud providers' infrastructure fully managed by SAP. SAP BTP offers a range of capabilities and services that: - offers fit-for-purpose tools and services that are optimized for SAP applications along with composable bespoke business processes - provides an open environment with pre-built connectors to 3rd party apps and the availability to run on leading hyperscaler IaaS Clouds (AWS, Azure, GCP, etc.) connects AI & ML into business processes to enhance intelligence, automation, and productivity - delivers security and improved insights by keeping contextual data close to core business processes and applications - enables future-proofing by keeping core systems clean, greatly reducing technical debt to take advantage of cloud economics

**Average Rating:** 4.4/5.0

**Total Reviews:** 396

#### How Do G2 Users Rate SAP Business Technology Platform?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.8/10 (Category avg: 8.7/10)
- **UI Code Extending:** 9.1/10 (Category avg: 8.5/10)
- **Platform Compatability:** 9.6/10 (Category avg: 8.9/10)

#### Who Is the Company Behind SAP Business Technology Platform?

- **Seller:** [SAP](https://www.g2.com/sellers/sap)
- **Company Website:** www.sap.com
- **Year Founded:** 1972
- **HQ Location:** Walldorf
- **Twitter:** @SAP  
297,052 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8fd712dbd816fadfc039a60dcf8c1a3d6a48469756075586fa0be3da7e4b74d7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsap%2F&secure%5Burl_type%5D=linkedin_company_website)  
141,955 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, System Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 39% Large, 36% Medium

#### What Do G2 Reviewers Say About SAP Business Technology Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of SAP BTP, as it consolidates various functions into one intuitive platform.
- Users value the **seamless integration** of SAP BTP, enabling efficient connectivity and streamlined workflows across applications.
- Users value the **seamless integration options** of SAP Business Technology Platform, enhancing connectivity with ease and security.
- Users appreciate the **comprehensive and flexible features** of SAP BTP, streamlining data management and app development in one platform.
- Users value the **comprehensive data management** of SAP BTP, which enhances connectivity, security, and flexibility in solutions.

##### Cons

- Users experience a significant **learning curve** with SAP BTP, making the initial navigation and setup quite challenging.
- Users often face a **steep learning curve** with SAP BTP, finding its complexity challenging for beginners.
- Users note the **expensive pricing structure** of SAP BTP, making cost estimation challenging and potentially unpredictable.
- Users struggle with the **learning difficulty** of SAP BTP, finding it complex without prior SAP experience and clearer documentation.
- Users find SAP BTP's **difficult learning curve** overwhelming, making it hard to gain quick value without expert support.

#### What Are Recent G2 Reviews of SAP Business Technology Platform?

**["Powerful Integration with Moderate Learning Curve"](https://www.g2.com/survey_responses/sap-business-technology-platform-review-12905606)**

**Rating:** 4.0/5.0 stars

_— Navin M._

[Read full review](https://www.g2.com/survey_responses/sap-business-technology-platform-review-12905606)

**["All in one solution for medium to large scale companies."](https://www.g2.com/survey_responses/sap-business-technology-platform-review-8512619)**

**Rating:** 5.0/5.0 stars

_— Abhilash ._

[Read full review](https://www.g2.com/survey_responses/sap-business-technology-platform-review-8512619)

#### What Are G2 Users Discussing About SAP Business Technology Platform?

- [What is SAP Leonardo used for?](https://www.g2.com/discussions/what-is-sap-leonardo-used-for) - 2 comments, 1 upvote
- [What is SAP Leonardo IoT?](https://www.g2.com/discussions/what-is-sap-leonardo-iot) - 1 comment

[
App Builder
](https://www.g2.com/products/appbuilder/reviews)

By [Infragistics](https://www.g2.com/sellers/infragistics)

[

4.5/5(46)

](https://www.g2.com/products/appbuilder/reviews)

What do users say?

Users consistently praise the ease of use and drag-and-drop functionality of the App Builder, which allows both developers and non-developers to create applications quickly and efficiently. The platfo

Pros and Cons

[
Ease of Use (12)
](https://www.g2.com/products/appbuilder/reviews?qs=pros-and-cons)[
Customization Issues (3)
](https://www.g2.com/products/appbuilder/reviews?qs=pros-and-cons)

### [App Builder](https://www.g2.com/products/appbuilder/reviews)

App Builder™ is a low-code tool that enables teams to create high-functioning applications with ease using a drag-and-drop WYSIWYG interface. Then generate clean, pixel-perfect code for Angular, React, Web Components, and Blazor. It enables you to start an app from scratch choose from a library of pre-built templates or responsive screen layouts, or import your Figma designs and then customize them with a toolbox of 60+ UI controls.

**Average Rating:** 4.5/5.0

**Total Reviews:** 45

#### How Do G2 Users Rate App Builder?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 9.0/10 (Category avg: 8.7/10)
- **UI Code Extending:** 9.6/10 (Category avg: 8.5/10)
- **Platform Compatability:** 9.1/10 (Category avg: 8.9/10)

#### Who Is the Company Behind App Builder?

- **Seller:** [Infragistics](https://www.g2.com/sellers/infragistics)
- **Year Founded:** 1989
- **HQ Location:** Cranbury, NJ
- **Twitter:** @infragistics  
36,861 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c2809c8bbed8769da1ef9f9ed90d00489a04aded2b61f06fd445132137fc4794&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F16069%2F&secure%5Burl_type%5D=linkedin_company_website)  
188 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 65% Small, 20% Large

#### What Do G2 Reviewers Say About App Builder?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **intuitive drag-and-drop interface** of App Builder, making app creation quick and accessible for all.
- Users love the **intuitive drag-and-drop interface** of App Builder, enabling quick and easy app development for all skill levels.
- Users appreciate the **intuitive drag-and-drop interface** and robust features of App Builder for rapid development.
- Users love the **intuitive drag-and-drop interface** , enabling quick UI assembly and seamless app creation for all skill levels.
- Users praise the **easy creation** process with App Builder, enabling quick and efficient app development with minimal coding.

##### Cons

- Users find **customization issues** prevalent, often requiring developer assistance for advanced or niche modifications in App Builder.
- Users find that **integration issues** persist, requiring developer assistance for advanced business logic and backend functions.
- Users express a desire for **more advanced features** in App Builder, noting limitations in extensibility and AI capabilities.
- Users find **limited customization** frustrating, often needing developer help for niche use cases in App Builder.
- Users find **prototyping limitations** with App Builder, needing more robust solutions for backend integration and custom logic.

#### What Are Recent G2 Reviews of App Builder?

**["Secure, Behind-the-Firewall App Building for Regulated Industries"](https://www.g2.com/survey_responses/app-builder-review-11581066)**

**Rating:** 5.0/5.0 stars

_— tori k._

[Read full review](https://www.g2.com/survey_responses/app-builder-review-11581066)

**["Super Balanced AI-Assisted App Builder"](https://www.g2.com/survey_responses/app-builder-review-12123570)**

**Rating:** 5.0/5.0 stars

_— Richard W._

[Read full review](https://www.g2.com/survey_responses/app-builder-review-12123570)

#### What Are G2 Users Discussing About App Builder?

- [What is App Builder used for?](https://www.g2.com/discussions/what-is-app-builder-used-for) - 2 comments

[
Oracle Application Express
](https://www.g2.com/products/oracle-application-express/reviews)

By [Oracle](https://www.g2.com/sellers/oracle)

[

4.3/5(85)

](https://www.g2.com/products/oracle-application-express/reviews)

What do users say?

Users consistently praise the ease of use and rapid application development capabilities of Oracle Application Express, highlighting its intuitive interface and low-code environment that allows for qu

### [Oracle Application Express](https://www.g2.com/products/oracle-application-express/reviews)

Oracle Application Express enables you to design, develop and deploy beautiful, responsive, database-driven applications using only your web browser

**Average Rating:** 4.3/5.0

**Total Reviews:** 72

#### How Do G2 Users Rate Oracle Application Express?

- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.5/10 (Category avg: 8.7/10)
- **UI Code Extending:** 8.2/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.5/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Oracle Application Express?

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle  
827,997 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website)  
208,078 employees on LinkedIn®
- **Ownership:** NYSE:ORCL

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 35% Large, 35% Small

#### What Are Recent G2 Reviews of Oracle Application Express?

**["Oracle APEX Makes Building Web Apps a Breeze"](https://www.g2.com/survey_responses/oracle-application-express-review-12546608)**

**Rating:** 4.5/5.0 stars

_— Dominik G._

[Read full review](https://www.g2.com/survey_responses/oracle-application-express-review-12546608)

**["Fast Delivery with a Powerful Low-Code"](https://www.g2.com/survey_responses/oracle-application-express-review-12655769)**

**Rating:** 5.0/5.0 stars

_— Lech C._

[Read full review](https://www.g2.com/survey_responses/oracle-application-express-review-12655769)

[
Retool
](https://www.g2.com/products/retool/reviews)

By [Retool](https://www.g2.com/sellers/retool)

[

4.6/5(360)

](https://www.g2.com/products/retool/reviews)

What do users say?

Users consistently praise Retool for its ease of use and rapid development capabilities, allowing teams to build internal tools quickly without extensive coding knowledge. The platform's intuitive dra

Pros and Cons

[
Ease of Use (24)
](https://www.g2.com/products/retool/reviews?qs=pros-and-cons)[
Software Bugs (8)
](https://www.g2.com/products/retool/reviews?qs=pros-and-cons)

### [Retool](https://www.g2.com/products/retool/reviews)

Secure your vibe-coded apps. Build, import, or deploy AI-built apps in one governed enterprise platform. AI made it easy to build. Retool makes it safe to ship. Describe what you need and get a production-ready app, import React-based apps from Lovable, Replit, or Claude Code, or connect your AI agent via MCP. However your team builds, every app lands in Retool with enterprise security and governance already in place: RBAC, SSO, audit logging, and your existing permissions. No rebuild required. No security review scramble. Don't choose between moving fast and shipping something that'll actually pass a security review. With Retool, you get both. Over 10,000 organizations — including Amazon, Stripe, DoorDash, Roblox, Netflix, Apple, OpenAI, Coinbase, Plaid, Adobe, Brex, and Orangetheory Fitness — use Retool to generate production-ready AI applications. Start building for free at https://retool.com/

**Average Rating:** 4.6/5.0

**Total Reviews:** 355

#### How Do G2 Users Rate Retool?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.2/10 (Category avg: 8.7/10)
- **UI Code Extending:** 8.1/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Retool?

- **Seller:** [Retool](https://www.g2.com/sellers/retool)
- **Company Website:** retool.com
- **Year Founded:** 2017
- **HQ Location:** San Francisco, California, United States
- **Twitter:** @retool  
18,037 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7c1e529e269bebcfbef4e035604f52392779a28da355475fe71234c594116606&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftryretool%2F&secure%5Burl_type%5D=linkedin_company_website)  
414 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, CEO
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 54% Small, 39% Medium

#### What Do G2 Reviewers Say About Retool?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Retool's **ease of use** exceptional, enabling quick solutions for operational issues in under an hour.
- Users highlight the **efficiency and simplicity** of Retool in building and managing internal applications seamlessly.
- Users highlight the **fast development** capabilities of Retool, enabling rapid creation of dashboards and applications efficiently.
- Users value the **flexibility** of Retool, enabling quick solutions for diverse operational needs with ease.
- Users highlight the **easy integrations** of Retool, enabling quick connections to data sources and streamlined app development.

##### Cons

- Users report encountering **software bugs** in Retool that require technical team intervention and lack IDE features.
- Users find the **learning curve steep** for Retool, often needing guidance to navigate advanced features effectively.
- Users face a **lack of features** in Retool, limiting their ability to implement complex applications effectively.
- Users note **limited customization** in Retool, necessitating workarounds for certain features and layouts.
- Users note **limited features** in Retool, particularly affecting customization, backend management, and timely updates.

#### What Are Recent G2 Reviews of Retool?

**["Retool Speeds Up Building Powerful Internal Tools with Minimal Code"](https://www.g2.com/survey_responses/retool-review-13099520)**

**Rating:** 5.0/5.0 stars

_— Verified User in Internet_

[Read full review](https://www.g2.com/survey_responses/retool-review-13099520)

**["Retool Speeds Up Building Internal Tools and Dashboards"](https://www.g2.com/survey_responses/retool-review-12878625)**

**Rating:** 5.0/5.0 stars

_— Natanael G._

[Read full review](https://www.g2.com/survey_responses/retool-review-12878625)

#### What Are G2 Users Discussing About Retool?

- [What is Retool used for?](https://www.g2.com/discussions/what-is-retool-used-for) - 1 comment, 1 upvote

[
Automation Anywhere Agentic...
](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews)

By [Automation Anywhere](https://www.g2.com/sellers/automation-anywhere)

[

4.5/5(5,616)

](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews)

What do users say?

Users consistently praise the product for its ability to \*\*automate repetitive tasks\*\* and improve \*\*workflow efficiency\*\*, allowing teams to focus on higher-value work. The platform's integration of

Pros and Cons

[
Ease of Use (84)
](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews?qs=pros-and-cons)[
Expensive (28)
](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews?qs=pros-and-cons)

### [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews)

Automation Anywhere is the global leader in Agentic Process Automation (APA), transforming how organizations put AI to work. Our platform combines specialized AI agents, generative AI, and end-to-end process automation—including process discovery, RPA, document processing, and advanced analytics—all built on a foundation of security and governance. We empower businesses worldwide to unlock productivity, elevate customer experiences, and drive new revenue streams. Guided by our vision to fuel the future of work, we unleash human potential through Agentic AI-powered automation. Learn more at https://www.automationanywhere.com.

**Average Rating:** 4.5/5.0

**Total Reviews:** 4,056

#### How Do G2 Users Rate Automation Anywhere Agentic Process Automation?

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.9/10)
- **Lifecycle Management:** 8.0/10 (Category avg: 8.7/10)
- **UI Code Extending:** 8.0/10 (Category avg: 8.5/10)
- **Platform Compatability:** 8.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Automation Anywhere Agentic Process Automation?

- **Seller:** [Automation Anywhere](https://www.g2.com/sellers/automation-anywhere)
- **Company Website:** www.AutomationAnywhere.com
- **Year Founded:** 2003
- **HQ Location:** San Jose, CA
- **Twitter:** @AutomationAnywh  
55,050 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b65bf215f64217ef3b0ed8a101e77a8d2b3eb6923ef8ecde6e5eaa77ae57d698&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F208639%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,314 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** RPA Developer, Software Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 59% Large, 23% Medium

#### What Do G2 Reviewers Say About Automation Anywhere Agentic Process Automation?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of use** in Automation Anywhere Agentic Process Automation makes bot development simple and efficient.
- Users love the **ease of automating tasks** with Automation Anywhere, enjoying its intuitive interface and time-saving capabilities.
- Users appreciate the **efficiency** of Automation Anywhere, simplifying automation and enhancing process performance across various applications.
- Users admire the **ease of automation** with Automation Anywhere, enabling non-coders to effortlessly create bots.
- Users appreciate the **intuitive user interface** of Automation Anywhere, enhancing automation ease and efficiency across processes.

##### Cons

- Users find the **pricing model complex and high** , which can be challenging for small teams or individuals.
- Users face a **steep learning curve** with Automation Anywhere, particularly when navigating advanced features and complex workflows.
- Users note the **missing features** in Automation Anywhere, impacting functionality and complicating automation tasks.
- Users frequently face **software bugs** that disrupt automation tasks and lead to frustrating experiences throughout the process.
- Users struggle with **bot issues** like complex UI, debugging challenges, and the steep learning curve for beginners.

#### What Are Recent G2 Reviews of Automation Anywhere Agentic Process Automation?

**["Excellent Efficiency Gains, But Onboarding Needs Simplification"](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12949275)**

**Rating:** 4.0/5.0 stars

_— Joel A._

[Read full review](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12949275)

**["Helping Teams Focus on Higher-Value Work"](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12995566)**

**Rating:** 4.0/5.0 stars

_— pavan k._

[Read full review](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12995566)

#### What Are G2 Users Discussing About Automation Anywhere Agentic Process Automation?

- [What are the most significant impacts of Automation Anywhere's RPA on business process efficiency?](https://www.g2.com/discussions/automation-anywhere-rpa-robotic-process-automation-what-are-the-most-significant-impacts-of-automation-anywhere-s-rpa-on-business-process-efficiency) - 1 comment
- [What are the most significant impacts of Automation Anywhere's RPA on business process efficiency?](https://www.g2.com/discussions/what-are-the-most-significant-impacts-of-automation-anywhere-s-rpa-on-business-process-efficiency) - 3 comments
- [What is Automation Anywhere - RPA | Robotic Process Automation used for?](https://www.g2.com/discussions/what-is-automation-anywhere-rpa-robotic-process-automation-used-for) - 1 comment
- [Can RPA be used for test automation?](https://www.g2.com/discussions/can-rpa-be-used-for-test-automation) - 4 comments, 1 upvote
- [How is RPA different from automation?](https://www.g2.com/discussions/how-is-rpa-different-from-automation)

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 ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello")
AC

Researched and written by [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)

Updated June 9, 2025

This page was last updated on June 9th, 2025

Low-code development platforms provide environments for the rapid creation of custom and complex enterprise applications. These platforms enable developers and other technical & semi-technical teams to build custom full-stack applications from scratch, using a combination of drag and drop and custom code.

These products allow developers without frontend expertise to build custom user interfaces (UI) using drag-and-drop and custom business logic on top of production databases and application programming interfaces (API).

In addition to streamlining core application development, these platforms address security, governance, performance, availability, observability, usage monitoring, and other enterprise requirements. This helps junior developers, IT teams, data teams, security teams, and other semi-technical teams to build custom full-stack enterprise applications far more efficiently than with traditional DIY development.

To qualify for inclusion in the Low-Code Development Platforms category, a product must:

- Provide environments to develop custom full-stack enterprise applications
- Be designed for use by developers and other technical and semi-technical teams
- Offer a visual UI builder
- Integrate with production databases and software as a service (SaaS) providers
- Allow developers to write custom frontend and backend code using modern programming languages
- Support git-based source or version control by connecting to git providers
- Offer out-of-the-box audit logging and observability

Top Tools at a Glance

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Microsoft-native low-code app automation

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User Review

"Rapid App Creation Made Easy with Intuitive Drag-and-Drop Interface"

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| 

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Governed enterprise workflow applications

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User Review

"Easy Low-Code App Building with Clean UI and Seamless Integrations"

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| 

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Full-stack application delivery acceleration

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User Review

"OutSystems Speeds Delivery with a Powerful Visual Low-Code Platform"

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| 

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Salesforce-centered workflow and data apps

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User Review

"Powerful platform that is flexible and easy to manage"

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| 

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Low-code automation of repetitive workflows

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User Review

"Transformative Automation with AI Decision Making"

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| 

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Centralized operational workflow apps

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User Review

"Flexible, Custom Workflows That Grow With Us"

 |
| 

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Enterprise visual application development

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User Review

"Agile Development with Intuitive Interface"

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| 

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Process-centric enterprise app automation

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User Review

"Implementation and Costs: Major Challenges for Appian"

 |
| 

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Visual process modeling and automation

 | 

User Review

"Bizagi Bridges Business and IT with Powerful BPMN 2.0 Low-Code Automation"

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## How Do You Choose the Right Low-Code Development Platforms?

### What You Should Know About Low-Code Development Platforms Software

### What are Low-Code Development Platforms?

Low-code development platforms provide an environment for developing applications and building new processes with automated workflows, all with minimal coding. These platforms enable rapid application development by minimizing the need for extensive coding experience and streamlining the development process. Most low-code development platforms have a user-friendly graphical interface instead of integrated development environments, the latter of which offer greater functionality through traditional computer programming tools. Low-code development platforms that handle business process creation often feature a drag-and-drop interface through which users can connect action points to create a workflow. Unlike no-code development platforms, low-code development platforms let users create and alter source code if necessary.

The versatility in low-code development platforms allows for many use cases. Teams of experienced developers benefit from the coding functionality in low-code platforms, while businesses that need to create an application quickly but have no coding experience, benefit from never having to touch the source code. An ideal scenario is one in which nontechnical users (or “citizen developers”) can build the bulk of a custom application, with developers then filling in gaps or adding custom functionality. This flexibility allows more people to contribute to a project without slowing the process with multiple meetings. Both developers and non-developers use these tools to practice rapid application development with customized workflows and expanded functionality.

#### What Types of Low-Code Development Platforms Exist?

**Platforms for business applications**

Most enterprise low-code development platforms grant users the ability to create internal-facing business applications with minimal coding. This allows non-technical users to collaborate in real time with programmers to create custom apps with powerful business logic according to the company’s needs. The types of business apps created can vary from simple solutions for employee time tracking, to full-blown [CRM software](https://www.g2.com/categories/crm). 

**Platforms for process creation and management**

Many low-code development platforms offer companies a clear path to digital transformation via business process creation and management. These tools grant users the ability to build completely customized processes via a visual user interface with minimal coding. These platforms perform functions similar to [business process management (BPM)](https://www.g2.com/categories/business-process-management) software, but go further to allow for outright process creation at the code level.

**Platforms for user-facing applications and websites**

Some low-code development platforms allow non-technical users to create external-facing applications and websites, such as client portals or appointment scheduling software. These solutions enable businesses to leverage the benefits of low-code development and create software that will delight their current and potential customers. It is important to note that the combination of non-developers with consumer-facing apps can come with inherent risk, as non-developers may be less familiar with security best practices. ** **

### What are the Common Features of Low-Code Development Platforms?

**Code extensibility:** Unlike no-code development platforms, which exclusively offer no-code drag-and-drop development tools, low-code development platforms let developers edit or write custom code with programming languages. The ability to write and adjust code when necessary gives companies more control over their app development, while still benefiting from the streamlined development tools and automation offered by low-code platforms.

**No-code development:** Low-code development platforms offer no-code, drag-and-drop application development tools. These tools let admins with little or no coding experience build relevant applications that help automate workflows and business processes. Experienced coders use the no-code development features offered by low-code development platforms to streamline their development process with minimal coding necessary to achieve their desired result.

**Workflow templates:** Many low-code development platforms include suggested workflow templates that users can easily tweak to suit their needs. Because low-code development platforms are often used to create automated workflows, this feature makes this process faster and more efficient.

**Application deployment:** Low-code development platforms allow users to build and deploy their developed applications on cloud services. This functionality expedites the development cycle while keeping everything housed in one central hub, helping organize workflow.

**Application lifecycle management:** Low-code development platforms enable users to manage their applications every step of the way, from planning to building, testing, and deployment. The ability to manage the entire lifecycle of an application means that developers can seamlessly incorporate continuous integration and delivery (CI/CD) as part of their DevOps process.

Other Features of Low-Code Development Platforms: [Application templates](https://www.g2.com/categories/low-code-development-platforms/f/application-templates), [Apps and websites](https://www.g2.com/categories/low-code-development-platforms/f/apps-and-websites), [Customized branding](https://www.g2.com/categories/low-code-development-platforms/f/customized-branding), [Forms](https://www.g2.com/categories/low-code-development-platforms/f/forms), [Platform compatibility](https://www.g2.com/categories/low-code-development-platforms/f/platform-compatability), [Process automation](https://www.g2.com/categories/low-code-development-platforms/f/process-automation), [Workflows](https://www.g2.com/categories/low-code-development-platforms/f/workflows)

### What are the Benefits of Low-Code Development Platforms?

**Ease of use:** Low-code development platforms, despite their name, often don’t require any coding experience at all. Users who have never coded in their life can use low-code development platforms to build the tools and applications they need. When necessary, teams can then hand off development to experienced programmers who can take advantage of finer controls like source code creation and tweaking.

**Depth of functionality:** Unlike no-code development platforms, which limit users to drag-and-drop application development, low-code application development platforms offer both simplicity and depth of functionality. Experienced coders can use low-code development platforms to rapidly build applications with the added ability to edit the underlying source code as well. This accessibility grants seasoned developers more control over their builds while also offering development speed and efficiency.

**Team collaboration:** Because low-code development platforms benefit both developers and non-developers, they enable maximized levels of team collaboration. Businesses that need to rapidly develop applications can assign tasks to team members with all levels of coding experience, making collaboration more seamless and less frustrating. This collaboration improves project pipelines by ensuring all relevant parties stay on the same page.

**Shorter development cycle:** With low-code development platforms, teams can build applications without writing the underlying code from scratch. The prebuilt framework and tools offered by low-code development platforms allow faster development timelines.

### Who Uses Low-Code Development Platforms?

**Non-developers:** Non-developers can collaborate on product development and rollouts, and process creation and management using low-code development platforms. Low-code development platforms are easy to use and have many no-code features. As a result, non-developers can perform software development tasks without extensive coding knowledge.

**Developers:** Developers use low-code development platforms to rapidly build applications with the added ability to write and tweak the underlying source code. Low-code development platforms offer deep functionality for experienced developers while also shortening development cycles.

### What are the Alternatives to Low-code Development Platforms?

Alternatives to low-code development platforms can replace this type of software, either partially or completely:

[**No-code development platforms:**](https://www.g2.com/categories/no-code-development-platforms) No-code development platforms allow businesses to rapidly build applications without code via drag-and-drop interfaces. Unlike low-code development platforms, no-code platforms don’t offer custom coding functionality. However, no-code development platforms are perfect for non-developers who want to create simple applications without hand coding.

[**Workplace innovation platforms:**](https://www.g2.com/categories/workplace-innovation-platforms) Workplace innovation platforms are high productivity collaborative development tools used by both developers and non-developers to solve business challenges not addressed by existing systems. While they sometimes overlap with low-code development platforms, they distinguish themselves by providing more robust full-stack development capabilities.

### Challenges with Low-Code Development Platforms

Software solutions can come with their own set of challenges. 

**Limited project scale:** Low-code development platforms are always great for building small- to mid-scale applications such as databases and automated workflows. However, a low-code app may fall short of enterprise-grade applications. Low-code development platforms’ emphasis on minimal coding is great for accessibility and development speed but can be a hindrance when application goals are more complex. To tackle critical enterprise applications, developers often need to work in a fully integrated development environment (IDE) to have total control over the development cycle.

**Practical effectiveness:** Depending on the low-code development platform businesses adopt, development teams can find hypothetical benefits lacking in real-world application. A low-code development platform’s effectiveness in facilitating rapid application development depends on the balance it strikes between custom coding and no-code functionality. Limited coding ability means limited use cases, while code-heavy development tools can make the software inaccessible for business users without coding experience. It is vital that companies develop a clear plan to ultimately find the low-code development platform that best addresses their business needs.

### Which Companies Should Buy Low-Code Development Platforms?

Companies seeking to innovate their digital portfolios and optimize their workflows can benefit from low-code development platforms. These tools have the potential to break down silos for better cross-team collaboration and alignment while also increasing an organization’s output as they continuously iterate at a competitive pace.

### How to Buy Low-Code Development Platforms

#### Requirements Gathering (RFI/RFP) for Low-Code Development Platforms

Whether a company is looking for a low-code development platform to take the next step in their digital transformation journey or wanting to replace legacy software, g2.com can help find the best tool.

Some of the most important aspects to consider when searching for low-code development platforms are pricing structure, feature set, and use cases. For example, a company may be looking for a straightforward app creation tool rather than paying for a robust, multifaceted platform to serve as their employees’ new virtual workspace. One might also consider whether a platform is better suited for mobile apps, or how much customization the platform allows for personalized branding. Buyers should zero in on the features they need to answer their current business problem, then reference G2 reviews to find the right fit and ensure that they find the right tool in alignment with their plan. 

Clearly defining one’s use case can help narrow down the potential pool of low-code development platforms, allowing teams to then apply further considerations for budget, ease of integration with other systems, security requirements, and more. This holistic approach empowers buyers to move forward with a focused checklist, which can be used in conjunction with G2 scoring to select the best low-code development platform for the business.

#### Compare Low-Code Development Platforms Products

**Create a long list**

Buyers should begin with a large pool of low-code development platform vendors. Keeping the well-defined use cases and implementation plan in mind, it is important that buyers perform consistent inquiries during demos by which they can effectively compare the pros and cons of each software solution. 

**Create a short list**

Authentic G2 reviews from like-minded buyers can supplement a feature set and pricing matrix, the combination of which will help to narrow in on a short three to five product list. From there, buyers can compare products directly to determine the best fit.

**Conduct demos**

Regardless of on-paper comparisons, companies should always demo all of the products on their short list. During demos, buyers should ask questions related to the functionalities and use cases that are the most important for their business. For example, a buyer looking for a low-code business process creation tool might ask to be walked through that journey from definition to execution. 

#### Selection of Low-Code Development Platforms

**Choose a selection team**

It’s important to involve any relevant personas when beginning the low-code development platform selection process. Larger companies may include individual team members to fill roles such as project manager, decision maker, and a group of non-developers and developers who will be working with the software most closely. Smaller companies with fewer employees might overlap roles. 

**Negotiation**

Low-code development platforms can fill a variety of use cases, and many companies offer solutions that go beyond certain companies’ needs. For example, a platform may offer both low-code business application development and low-code process creation. While some companies may be unwilling to negotiate the configurations of their packages, buyers looking to save money should try to negotiate down to the specific functions that matter to them in order to get the best price. A vendor’s pricing page might indicate that the buyer’s desired functionality is only included with a robust all-in-one package, whereas a sales conversation may prove otherwise. 

**Final decision**

After this stage, it is important to perform a trial run if possible with a small selection of developers and non-developers. This will help to ensure that the low-code development platform of choice allows for smooth collaboration across teams and solves one or more business problems. If the platform is well liked, well utilized, and provides satisfactory results, the buyer can take that as a sign that they’ve made the right call. If not, it may be time to consider other options.