[ Control-M Reviews ](https://www.g2.com/products/control-m/reviews) [ Control-M Reviews ](https://www.g2.com/products/control-m/reviews) # Control-M Features ##### ## Database (3) Real-Time Data Collection Collects, stores, and organizes massive, unstructured data in real time Data Distribution Facilitates the disseminating of collected big data throughout parallel computing clusters Data Lake Creates a repository to collect and store raw data from sensors, devices, machines, files, etc. Show More ##### ## Integrations (2) Hadoop Integration Aligns processing and distribution workflows on top of Apache Hadoop Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Platform (3) Machine Scaling Facilitates solution to run on and scale to a large number of machines and systems Data Preparation Curates collected data for big data analytics solutions to analyze, manipulate, and model Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Processing (2) Cloud Processing Moves big data collection and processing to the cloud Workload Processing Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems Show More ##### ## Automation (3) Workload Processing Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems Scalability Expands functionality while maintaining balanced loads. Serves growing demand without reducing functionality. Intelligent Automation Provides additional AI analytics to drive insights. Show More ##### ## Administration (6) Administration Console Provides Administration tools/console that are easy to use and learn for routine maintenance tasks Workflow Management Creates new or streamlines existing workflows to better handle IT support tickets and service. IT Issue Identification Utilizes data to proactively identify and prioritize IT issues. Proactive Workflow Supports trust actions( recommend, manual or automated) to take a decision. Error Alerts Software is able to alert the user immediately in case of a fault in the processing line. Service Management Provides operational access to job scheduling on a 24/7 basis. This gives IT users a flexible point of access to control workloads. Show More ##### ## Functionality (9) Job Scheduling Automates IT related to the running of batch Jobs. API / Integrations Application Programming Interface Specification for how the application communicates with other software. APIs typically enable integration of data, logic, objects, etc. with other software applications. Integrations Provides true integration with multi vendor tools to ensure business continuity. Deployment-Ready Staging Maintain, or facilitate maintenance of, tested and approved code in a deployment-ready state for manual pushes to production. Integration Integrate with other development and testing software, such as continuous integration or test automation tools. Extensible Plug-in capable for added resources, features, and functions within the product itself. Integrations Integrates with other development and testing software, such as continuous delivery or test automation tools. Extensibility Plug-in capable for added resources, features, and functions within the product itself. Test Customization Enables full control over test types and parameter definitions for effective automated testing. Show More ##### ## Management (6) Processes and Workflow Designate the necessary tasks and workflows for a team's unique development cycle. Reporting Generate visual dashboards and reports around development cycle progress. Automation Automate repository detection, version control, testing, and more. Automation Fully automates repetitive or tediuos tasks to ease developer workload. Processes and Workflow Designates the necessary tasks and workflows for a team's unique development cycle. Reporting Generates visual dashboards and reports around development cycle progress. Show More ##### ## Development (5) Real-Time Integration Supports event or transaction based integrations that react to changes in real-time Flow Designer Allows for integration development through the visual development of integration logic flows with the help od a drag and drop user interface. Pre-Built Connectors Facilitiates API development and integrations with prebuilt connectors, templates, and examples. Custom Connectors Provides the ability to create connectors from existing services and APIs in catalog. Reusable connectors Provides prebuilt, reusable connectors and workflows for all user integration requirements. Show More ##### ## Management (5) Monitoring & Notification Console for monitoring resource utilization, system health, ability to start and stop processes, etc. Routing And Orchestration Enables data routing on configuration basis and management of complex workflows through an orchestration engine. Data Mapping Facilitates to and fro data map according to the data model between applications/web services. Data Transformation Provides standard tools and functions to convert data values from the data format of a source system into the data format of a destination system. API Management Supports and oversees the management of API products across their full lifecycle Show More ##### ## Security (3) Data Encryption Employs data encryption both at rest and in transit. Security Standards Comply to key industry standards like SOC 2, ISO 27001, PCI DSS, HIPAA etc to protect and safeguard data. Communication Protocol Supports secure communication protocols like FTPS, SFTP etc Show More ##### ## Integration Options (4) Data Virtualization Integrates data from disparate sources, without physical data movement Managed File Transfers Provides one or more methods to securely transfer data from one location to another through a network Big Data Processing Provides integration to BigData sources such as Hadoop and other NoSQL sources (MongoDB, Cassandra and HBase) EDI Provides Integrations to EDI service providers. Show More ##### ## Deployment (2) Hybrid Supports deployment of integration apps both on-premisis and cloud environments/ Cloud to Cloud Supports deployment of integration apps to a managed cloud environment Show More ##### ## Automation Support - Runbook Automation (4) Common Tool Integration Integrates seamlessly with common IT management tools. Scripting Language Support Supports various scripting languages for automation flexibility. Routine Task Automation Handles the automation of routine IT tasks like system restarts and application deployments. Automated Task Notifications Provides notification mechanisms for automated tasks. Show More ##### ## Error Management - Runbook Automation (3) Runbook Procedure Updates Handles updates to runbook procedures efficiently. Recovery Options Provides robust recovery options for automated processes. Error Management in Automation Manages errors effectively during automated processes. Show More ##### ## Customization - Runbook Automation (3) Runbook Customization Offers flexible features for creating and customizing runbooks. Workflow Customization Allows customization of workflows and logics. Incident Response Customization Allows customization of responses to IT incidents. Show More ##### ## Compliance and Reporting - Runbook Automation (3) Security Management Takes care of security patching, protection, and monitoring. Compliance Standards Adherence Adheres to relevant compliance standards in IT operations. Reporting and Auditing Includes comprehensive reporting capabilities for auditing automated processes. Show More ##### ## Performance - Runbook Automation (3) Self-Service for Non-IT Staff Empowers non-IT staff with self-service options for routine tasks. Team Collaboration Enhancement Facilitates collaboration among IT team members. Load Handling Performance Performs reliably under varying loads. Show More ##### ## Agentic AI - Continuous Integration (3) Autonomous Task Execution Capability to perform complex tasks without constant human input Cross-system Integration Works across multiple software systems or databases Natural Language Interaction Engages in human-like conversation for task delegation Show More ##### ## Agentic AI - Continuous Delivery (3) Autonomous Task Execution Capability to perform complex tasks without constant human input Cross-system Integration Works across multiple software systems or databases Natural Language Interaction Engages in human-like conversation for task delegation Show More ##### ## Agentic AI - Workload Automation (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 - Runbook Automation (5) 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 Natural Language Interaction Engages in human-like conversation for task delegation Decision Making Makes informed choices based on available data and objectives Show More ## Top-Rated Alternatives [ ![Red Hat Ansible Automation Platform](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7b1e34d1cfcc265beee0d9b4290461fa/red-hat-ansible-automation-platform.jpg "Red Hat Ansible Automation Platform") Red Hat Ansible Automation Platform 4.6/5 (369) ](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.5/5 (705) ](https://www.g2.com/products/snowflake/reviews) [ ![RunMyJobs](https://images.g2crowd.com/uploads/product/hd_favicon/0e56d2e69ae7fe5fbfe1ba6da89225d5/runmyjobs.svg "RunMyJobs") RunMyJobs 4.8/5 (308) ](https://www.g2.com/products/runmyjobs/reviews) [ View All Alternatives ](https://www.g2.com/products/control-m/competitors/alternatives) Control-M Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b5162fa2b17db6d81950f8228614922c/jams-software-llc-jams.png "Product Avatar Image") JAMS 4.5/5 (257) [ Compare Now ](https://www.g2.com/compare/control-m-vs-jams-software-llc-jams) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/aws-batch.jpg "Product Avatar Image") AWS Batch 4.4/5 (95) [ Compare Now ](https://www.g2.com/compare/aws-batch-vs-control-m) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_565f5acc256fa18217f68458b8ae85f0/automic-automation.png "Product Avatar Image") Automic Automation 4.2/5 (15) [ Compare Now ](https://www.g2.com/compare/automic-automation-vs-control-m) ##### Categories on G2 [ iPaaS ](https://www.g2.com/categories/ipaas)[ Continuous Delivery ](https://www.g2.com/categories/continuous-delivery-tools)[ Continuous Integration ](https://www.g2.com/categories/continuous-integration) [ Big Data Integration Platforms ](https://www.g2.com/categories/big-data-integration-platforms)[ Build Automation ](https://www.g2.com/categories/build-automation)[ Big Data Processing and Distribution ](https://www.g2.com/categories/big-data-processing-and-distribution)[ Workload Automation ](https://www.g2.com/categories/workload-automation)[ Runbook Automation ](https://www.g2.com/categories/runbook-automation) Show More ##### Explore More [ Platforms with best customer support for virtual events ](https://www.g2.com/discussions/platforms-with-best-customer-support-for-virtual-events)[ What is the best software for handling sales rep commissions ](https://www.g2.com/discussions/what-is-the-best-software-for-handling-sales-rep-commissions)[ Highly recommended demo automation platforms for tech sector ](https://www.g2.com/discussions/highly-recommended-demo-automation-platforms-for-the-tech-sector) [ What are the top platforms for monitoring and optimizing data pipelines? 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