[ InRule Reviews ](https://www.g2.com/products/inrule/reviews) [ InRule Reviews ](https://www.g2.com/products/inrule/reviews) # InRule Features ##### ## Application Design (5) UI Code Extending Gives users the ability to edit or write custom HTML, Javascript or CSS code. Programming Code Extending Allows users to edit or write custom code with programming languages. Customized Branding Provides tools for inserting brand logos, colors, quotes, and other proprietary content. Application Templates Provides base-level application templates to build atop and which users can customize for specifc users and actions. Workflows Allows the creation ofpage sequences, forms, and libraries for users navigating the application. Show More ##### ## Data Control (3) Data Migration Lets users add data from existing sources when creating the initial application or changing data sources. Data Synchronization Continuously updates data as users or external data sources are edited. Data Security Encrypts or provides some form of firewall to prevent external parties from accessing sensitive data. Show More ##### ## Publishing (3) Application Deployment Releases the application for access on desktop or mobile devices. Platform Compatability Lets users build cross-platform applications or provide specific templates for different device types. Lifecycle Management Provides ability to manage application and maintenance from build, throughout the release, and until it's deactivation. Show More ##### ## Deployment (12) Language Flexibility Allows users to input models built in a variety of languages. Framework Flexibility Allows users to choose the framework or workbench of their preference. Versioning Records versioning as models are iterated upon. Ease of Deployment Provides a way to quickly and efficiently deploy machine learning models. Scalability Offers a way to scale the use of machine learning models across an enterprise. Language Flexibility Allows users to input models built in a variety of languages. Framework Flexibility Allows users to choose the framework or workbench of their preference. Versioning Records versioning as models are iterated upon. Ease of Deployment Provides a way to quickly and efficiently deploy machine learning models. Scalability Offers a way to scale the use of machine learning models across an enterprise. Application Development Allows one to create or host applications built on top of business rules. Integration Provides APIs or other development tools for integrating with other applications. Show More ##### ## Management (9) Cataloging Records and organizes all machine learning models that have been deployed across the business. Monitoring Tracks the performance and accuracy of machine learning models. Governing Provisions users based on authorization to both deploy and iterate upon machine learning models. Model Registry Allows users to manage model artifacts and tracks which models are deployed in production. Cataloging Records and organizes all machine learning models that have been deployed across the business. Monitoring Tracks the performance and accuracy of machine learning models. Governing Provisions users based on authorization to both deploy and iterate upon machine learning models. Catalog Stores business rules in a catalog, to ensure business users can access them in their latest version. Collaboration Gives users the ability to collaborate on decision management, such as the ability to work simultaneously or annotate models. Show More ##### ## Digital Workflows (3) Logic and Conditions Gives the ability to build a workflow based on business logic or a specific condition in order to route work to different people based on rules. No-Code Or Low-Code Provides the user with a no-code or low-code environment in which they can build applications and workflows, including drag-and-drop features. Document Management Gives the user the ability to manage documents, including versioning and the ability to integrate those document with third-party applications. Show More ##### ## Forms (3) Data Mapping Integrates data and processes from multiple sources into a single system. Templates Build interfaces once and use them across one or more processes. Mobile-Friendly Forms Gives the user the ability to build and use forms on mobile devices. Show More ##### ## Automation (4) Workflow Automation Streamline the flow of work processes by establishing triggers and alerts that notify and route information to the appropriate people when their action is required within the compensation process. Workflow Mapping Visually displays connected applications and integrated data. Allows customization and management of workflow structures. Real-Time Updates Processing changes to data sources and applications as changes are made in real-time. Robotic Process Automation Offers the ability to record processes performed by humans to be recreated by bots. Show More ##### ## Operations (3) Metrics Control model usage and performance in production Infrastructure management Deploy mission-critical ML applications where and when you need them Collaboration Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance. Show More ##### ## Integration (2) Data Provides the ability to integrate data and transform data in order to facilitate decision-making. Applications Allows the user to connect to variety of applications across the business. Show More ##### ## Business Logic (3) Authoring Business Logic Allows users to write and edit business rules using business language, decision tables, etc. Testing Business Logic Confirms whether your rules are executing as expected through testing them. Model Development Provides the ability to create or integrate with predictive models. Show More ##### ## Analytics (2) Impact analysis Analyzes and compares the impact of automated decisions.` Simulation Provides tools for simulating rules on real or fictitious operational data, and use the results to assess and refine the behavior of the rules. Show More ##### ## Generative AI (4) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. Show More ##### ## Agentic AI - Low-Code Development Platforms (3) Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Show More ##### ## Agentic AI - Digital Process Automation (DPA) (7) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Decision Making Makes informed choices based on available data and objectives Show More ##### ## Agentic AI - Decision Management Platforms (7) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Decision Making Makes informed choices based on available data and objectives Show More ## Top-Rated Alternatives [ ![Decisions](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5ddddd72cd5b920bd4bc0a2f6a7662e4/decisions-decisions%282%29.png "Decisions") Decisions 4.6/5(41) ](https://www.g2.com/products/decisions-decisions/reviews) [ ![Pega Platform](https://images.g2crowd.com/uploads/product/hd_favicon/e069cb407f8ebbf6ba84052b46de7843/pega-platform.svg "Pega Platform") Pega Platform 4.2/5(278) ](https://www.g2.com/products/pega-platform/reviews) [ ![Camunda](https://images.g2crowd.com/uploads/product/hd_favicon/30c18234f9e66694cb630099b2f518d4/camunda.svg "Camunda") Camunda 4.5/5(327) ](https://www.g2.com/products/camunda/reviews) [ View All Alternatives ](https://www.g2.com/products/inrule/competitors/alternatives) InRule Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_5ddddd72cd5b920bd4bc0a2f6a7662e4/decisions-decisions%282%29.png "Product Avatar Image") Decisions 4.6/5(41) [ Compare Now ](https://www.g2.com/compare/decisions-decisions-vs-inrule) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_025e4974139a3455132150b9ebc77ac5/pega-platform.jpg "Product Avatar Image") Pega Platform 4.2/5(278) [ Compare Now ](https://www.g2.com/compare/inrule-vs-pega-platform) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_5015a6ccbbe12278ba4392c1c0d806be/ibm-operational-decision-manager-odm.png "Product Avatar Image") IBM Operational Decision... 4.3/5(65) [ Compare Now ](https://www.g2.com/compare/ibm-operational-decision-manager-odm-vs-inrule) ##### Categories on G2 [ Low-Code Development Platforms ](https://www.g2.com/categories/low-code-development-platforms)[ Digital Process Automation (DPA) ](https://www.g2.com/categories/digital-process-automation-dpa)[ MLOps Platforms ](https://www.g2.com/categories/mlops-platforms) [ Decision Management Platforms ](https://www.g2.com/categories/decision-management-platforms) Show More ##### Explore More [ Best platforms for real-time buyer intent alerts ](https://www.g2.com/discussions/which-are-the-best-platforms-for-real-time-buyer-intent-alerts)[ Which job shop management app works reliably on tablets so operators can update job status and access work orders directly on the shop floor without going back to a PC? 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