Alternatives to DataWorks
Compare DataWorks alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to DataWorks in 2026. Compare features, ratings, user reviews, pricing, and more from DataWorks competitors and alternatives in order to make an informed decision for your business.
-
1
JAMS
JAMS Software
JAMS is an automation orchestration and job scheduling solution that works across applications, APIs, and scripting languages. Run, monitor, and manage critical IT processes—from simple batch jobs to cross-platform workflows—from a single pane of glass. JAMS can automate jobs on any platform - Windows, Linux, UNIX, IBM i, zOS, and OpenVMS and includes native application integrations to run jobs specific to databases, BI tools, and ERP systems. Its extensive automation features enable you to run jobs on any schedule, as well as trigger off the completion of other events. JAMS centrally monitors the status of all jobs, provides notifications of failure (or success), and maintains a detailed audit trail and log of every execution. -
2
ActiveBatch Workload Automation
ActiveBatch by Redwood
ActiveBatch by Redwood makes setting up and launching automation easy with no custom scripting required. With a low-code Super REST API adapter, over 100 pre-built job steps and a user-friendly drag-and-drop workflow designer, you can integrate across any system, application and data source, on-prem, in the cloud or in hybrid environments. Maintain complete control and visibility and meet SLAs with monitoring of all automation from a single pane of glass and get custom alerts via emails or SMS. Managed Smart Queues dynamically scale resources for high-volume workloads, reducing process times while the self-service portal enables business users to run and monitor workflows independently. ActiveBatch meets security and compliance standards, with ISO 27001 and SOC 2, Type II certifications, encrypted connections and regular third-party tests, always keeping security at the forefront. Along with ongoing product advancements, get the added benefit of 24x7 support and on-site training. -
3
Posit
Posit
Posit builds tools that help data scientists work more efficiently, collaborate seamlessly, and share insights securely across their organizations. Its Positron code editor provides the speed of an interactive console combined with the power to build, debug, and deploy data-science workflows in Python and R. Posit’s platform enables teams to scale open-source data science, offering enterprise-ready capabilities for publishing, sharing, and operationalizing applications. Companies rely on Posit’s secure infrastructure to host Shiny apps, dashboards, APIs, and analytical reports with confidence. Whether using open-source packages or cloud-based solutions, Posit supports reproducible, high-quality work at every stage of the data lifecycle. Trusted by millions of users—and more than half of the Fortune 100—Posit empowers professionals across industries to innovate with data. -
4
Alibaba Cloud Data Integration
Alibaba
Alibaba Cloud Data Integration is a comprehensive data synchronization platform that facilitates both real-time and offline data exchange across various data sources, networks, and locations. It supports data synchronization between more than 400 pairs of disparate data sources, including RDS databases, semi-structured storage, non-structured storage (such as audio, video, and images), NoSQL databases, and big data storage. The platform also enables real-time data reading and writing between data sources such as Oracle, MySQL, and DataHub. Data Integration allows users to schedule offline tasks by setting specific trigger times, including year, month, day, hour, and minute, simplifying the configuration of periodic incremental data extraction. It integrates seamlessly with DataWorks data modeling, providing an operations and maintenance integrated workflow. The platform leverages the computing capability of Hadoop clusters to synchronize HDFS data to MaxCompute. -
5
DataWorks
DataWorks
The devil is in the details. Knowing exactly what you’ve sold, used, ordered and have in stock enables better decision making, but how many of us have the time or resources to track and manage our sales and supplies? Get smart. The DataWorks back-office procurement and inventory management system gives you a complete picture of your business, from planning to purchase orders to payments. DataWorks makes it easy to manage, track and report on your sales and inventory, at your desk or on the go. We do our homework. DataWorks software incorporates the latest technology and programming advancements to give you clear, fast, real-time information you can trust as you gauge just what you need to run a tight ship. Cover your assets. The scale and scope of your business may change, but don’t worry. DataWorks will be there to help you make smarter decisions, improve customer service, maintain control and foster productivity—for a positive impact on your bottom line. -
6
Freezerworks
Freezerworks (Dataworks Development, Inc.)
Dataworks Development, Inc. (Freezerworks) has been providing configurable sample data management and biobanking software solutions since 1987. Freezerworks is a powerful sample and study management LIMS that tracks samples across multiple freezers and sites while managing workflow from testing, reporting, billing, and shipping. Safeguard data with its comprehensive security features, 21 CFR part 11 compliance, and cryogenic-safe bar code labeling. Freezerworks has four editions available to meet your needs and budget.Starting Price: $166/user/mo -
7
MaxCompute
Alibaba Cloud
MaxCompute (previously known as ODPS) is a general-purpose, fully managed, multi-tenancy data processing platform for large-scale data warehousing. MaxCompute supports various data importing solutions and distributed computing models, enabling users to effectively query massive datasets, reduce production costs, and ensure data security. Supports EB-level data storage and computing. Supports SQL, MapReduce, and Graph computational models and Message Passing Interface (MPI) iterative algorithms. Provides more efficient computing and storage services than an enterprise private cloud, and reduces the purchase cost by 20% to 30%. Provides stable offline analysis services for more than seven years, and enables multi-level sandbox protection and monitoring. MaxCompute uses tunnels to transmit data. Tunnels are scalable, and import and export PB-level data on a daily basis. You can import all data or history data through multiple tunnels. -
8
Digital PhotoManager
Dataworks Plus
Digital PhotoManager is an investigative mugshot and booking records management system that is used to collect, protect, manage, store, search, and run reports for all of your mugshot data. Our high-resolution digital imaging not only meets, but exceeds all NIST recommendations. Most of today’s criminal justice and law enforcement agencies that capture mugshots as part of a booking process use digital photography. After the photographs have been taken, an agency must decide what methodology to use and how to manage that data. Decisions concerning how the data is stored, how it should be shared between departments and other agencies, and what other systems to integrate with can be very tough decisions for an agency to make. In response to these concerns, DataWorks Plus has developed Digital PhotoManager. Digital PhotoManager can capture and manage mugshots, property images, SMTs (scars, marks, and tattoos), as well as any other images. -
9
Ctfreak
JYP Software
Tired of maintaining your multiple crontabs? Would you like a Slack notification when one of your backups fails? CTFreak allows you to centralize and schedule various types of tasks: - Shell scripts (bash/powershell) on multiple servers via SSH - Ansible playbooks targeting multiple servers via SSH - SQL scripts on multiple databases concurrently (mysql/mariadb/postgresql) - Chart Reports from SQL queries - Webhook call - Workflow for concurrent or sequential execution of tasks Not to mention: - A mobile friendly interface - Single Sign-On via OpenID Connect - Notifications via Slack / Discord / Mattermost / Email - Issue tracking integration via Jira / Github / Linear - REST API - Incoming webhooks (Github / Gitlab / ...) - Log retrieval and consultation - User rights management by projectStarting Price: $359/year/instance -
10
Apache Hadoop YARN
Apache Software Foundation
The fundamental idea of YARN is to split up the functionalities of resource management and job scheduling/monitoring into separate daemons. The idea is to have a global ResourceManager (RM) and per-application ApplicationMaster (AM). An application is either a single job or a DAG of jobs. The ResourceManager and the NodeManager form the data-computation framework. The ResourceManager is the ultimate authority that arbitrates resources among all the applications in the system. The NodeManager is the per-machine framework agent who is responsible for containers, monitoring their resource usage (cpu, memory, disk, network) and reporting the same to the ResourceManager/Scheduler. The per-application ApplicationMaster is, in effect, a framework specific library and is tasked with negotiating resources from the ResourceManager and working with the NodeManager(s) to execute and monitor the tasks. -
11
IBM Spectrum LSF Suites is a workload management platform and job scheduler for distributed high-performance computing (HPC). Terraform-based automation to provision and configure resources for an IBM Spectrum LSF-based cluster on IBM Cloud is available. Increase user productivity and hardware use while reducing system management costs with our integrated solution for mission-critical HPC environments. The heterogeneous, highly scalable, and available architecture provides support for traditional high-performance computing and high-throughput workloads. It also works for big data, cognitive, GPU machine learning, and containerized workloads. With dynamic HPC cloud support, IBM Spectrum LSF Suites enables organizations to intelligently use cloud resources based on workload demand, with support for all major cloud providers. Take advantage of advanced workload management, with policy-driven scheduling, including GPU scheduling and dynamic hybrid cloud, to add capacity on demand.
-
12
Automate Schedule
Fortra
Powerful workload automation for centralized Linux job scheduling. When you’re able to automate all your workflows across your Windows, UNIX, Linux, and IBM i systems with a job scheduler, your IT team has more time to tackle more strategic projects that impact the bottom line. Bring isolated job schedules from cron or Windows Task Scheduler enterprise-wide. When your job scheduler integrates with your other key software applications, it’s easier to see the whole picture, leverage data across the organization, and unify your job schedules. Be more efficient so you can meet your workload automation goals. Automated job scheduling makes your life easier and transforms the way you do business. Build dynamic, event-driven job schedules across servers and take dependencies into account—supporting your business goals with better workflows. Automate Schedule offers high availability for a master server and a standby server so if an outage were to occur, important tasks would continue. -
13
cron-job.org
cron-job.org
Cron-job.org offers free, reliable scheduling for websites and scripts, allowing tasks to be executed as frequently as every minute or as infrequently as once a year. It provides versatile scheduling options, execution predictions, and a detailed execution history with response data. Users can configure custom HTTP requests, run test jobs for verification, and receive status notifications for failures and recoveries. The platform supports multi-factor authentication for enhanced security and offers a REST API for managing cron jobs programmatically. Powered by 100% CO₂-neutral hydropower and open-source, cron-job.org has been a trusted service for over 15 years, executing millions of tasks daily. We do not share user data with third parties, including your email address, your name, or other information. Every cronjob can be executed up to 60 times an hour, i.e. every minute.Starting Price: Free -
14
Azure Batch
Microsoft
Batch runs the applications that you use on workstations and clusters. It’s easy to cloud-enable your executable files and scripts to scale out. Batch provides a queue to receive the work that you want to run and executes your applications. Describe the data that need to be moved to the cloud for processing, how the data should be distributed, what parameters to use for each task, and the command to start the process. Think about it like an assembly line with multiple applications. With Batch, you can share data between steps and manage the execution as a whole. Batch processes jobs on demand, not on a predefined schedule, so your customers run jobs in the cloud when they need to. Manage who can access Batch and how many resources they can use, and ensure that requirements such as encryption are met. Rich monitoring helps you to know what’s going on and identify problems.Starting Price: $3.1390 per month -
15
Alibaba Cloud DataHub
Alibaba Cloud
DataHub supports various SDKs and APIs and provides multiple third-party plug-ins such as Flume and Logstash. You can import data to DataHub in an efficient manner. The DataConnector module can synchronize imported data to downstream storage and analysis systems in real time, such as MaxCompute, OSS, and Tablestore. You can import heterogeneous data that is generated by applications, websites, IoT devices, or databases to DataHub in real time. You can manage the data in a unified manner by using DataHub. You can also deliver the data to downstream systems such as analysis systems and archiving systems. This way, you can build a data streaming pipeline and extract more data value. -
16
FastCron
FastCron
FastCron is a reliable, versatile online cron job management service designed for website developers and teams to easily schedule and manage cron jobs for multiple websites. It allows users to set up cron jobs at any frequency, manage custom notifications via email, Slack, Discord, and other channels and offers features such as custom time zones, HTTP request customization, and automation of failed job retries. The platform supports unlimited team members and offers a powerful API for automating cron job creation. With a free plan for basic usage and affordable premium plans, FastCron provides seamless integration with mission-critical tasks, ensuring stability and ease of use. Trusted by over 8,000 customers since 2009, it offers an intuitive interface and is ideal for developers managing WordPress cron jobs or recurring tasks. It’s great for things like checking your website, sending emails, cleaning up databases, or backing up data.Starting Price: $14 per month -
17
Robot Schedule
Fortra
Every data center manager wants their IT team to be efficient, meet service-level agreements, and avoid processing errors. Automated job scheduling and batch job management free you and your operators to be more productive. And Robot Schedule is the starting point for any automation project requiring IBM i. Robot Schedule’s workload automation capabilities allow users to automate everything from simple jobs to complex, event-driven processes on multiple platforms and centralize management from your most reliable system, IBM i. Just create a calendar of when and how jobs should run, and the software will do the rest. Your operators have enough tasks on their plates to worry about babysitting scheduled jobs in order to ensure they run on time and in the right order. You and your team can rely on Robot Schedule to provide powerful workload automation for a smoother, error-free job schedule. Choose from more than 25 scheduling parameters. -
18
Automic Automation
Broadcom
Enterprises need to automate a complex and diverse landscape of applications, platforms and technologies to deliver services in a competitive digital business environment. Service Orchestration and Automation Platforms are essential scale your IT operations and derive greater value from automation: You have to manage complex workflows across platforms, ERP systems, business apps from mainframe to microservices and multi-cloud. You need to streamline your big data pipelines, enabling self-services for data scientists while providing massive scale and strong governance on data flows. You're required to deliver compute, network and storage resources on-prem and in the cloud for development and business users. Automic Automation gives you the agility, speed and reliability required for effective digital business automation. From a single unified platform, Automic centrally provides the orchestration and automation capabilities needed accelerate your digital transformation. -
19
Cronhub
Cronhub
Cronhub is a job scheduling and monitoring tool that allows users to automate tasks without managing servers or infrastructure. It supports scheduling jobs via time intervals or cron expressions and sends HTTP requests to a target URL to run jobs. Users can monitor the uptime and running time of their jobs, receiving instant alerts via email, Slack, SMS, Webhook, or PagerDuty if jobs fail or run longer than expected. Cronhub offers team collaboration features, providing a shared dashboard for multiple users, along with rich analytics, logs, and insights on job performance. The platform is designed to help developers and businesses maintain their recurring jobs efficiently, offering affordable pricing plans with a free trial for all paid tiers. Cronhub's serverless infrastructure ensures reliability through AWS and DigitalOcean. It's a valuable tool for preventing silent job failures that can lead to loss of data, revenue, or customers.Starting Price: $19 per month -
20
Trigger.dev
Trigger.dev
Write normal async code and we'll handle the rest, from deployment to elastic scaling. No timeouts, real-time monitoring, and zero infrastructure to manage. Trigger.dev is an open source platform and SDK that enables developers to create long-running background jobs without timeouts, directly within their existing codebase. It supports JavaScript and TypeScript, allowing for the writing of reliable asynchronous code that integrates seamlessly with existing workflows. The platform offers features such as API integrations, webhooks, scheduling, delays, and control over concurrency, all without the need to manage servers. Trigger.dev provides built-in monitoring and observability tools, including real-time run status updates, advanced filtering, and custom alerts via email, Slack, or webhooks. Its architecture ensures elastic scaling to handle varying workloads efficiently. Developers can deploy tasks using a command-line interface, with the platform handling scaling management.Starting Price: $10 per month -
21
Quick BI
Alibaba Cloud
Delivering analytic capabilities once reserved for professional analysts, Quick BI allows you to perform data analytics, exploration and reporting on mass data with drag-and-drop features and a rich variety of visuals. Quick BI enables users to perform data analytics, exploration, and reporting and empowers enterprise users to view and explore data and make informed, data-driven decisions. Supports multiple data sources, such as ApsaraDB for RDS, AnalyticDB, MaxCompute, MySQL, SQL Server, and local files. Provides drag-and-drop operations, powerful data modeling, and data visualization to help you build data portals quickly. You can embed the Quick BI dashboard into your own third-party systems and use it to view the reports and charts directly. You can set the access permissions for individual rows so that the same report is displayed differently for each user role. -
22
IBM® Workload Automation is a solution for batch and real-time hybrid workload management, available for distributed, mainframe or hosted in the cloud. Streamline your workload management with an analytics-fueled solution. Workload Automation 9.5 introduces new features that dramatically improve the way you manage your enterprise workloads and simplify the automation world. Improve decision-making and reduce costs by centralizing management and eliminating manual activities. Enable greater development agility and integration with DevOps toolchain for business and infrastructure agility. Customize workload dashboards and provide autonomy and precise governance to developers and operators. A modern look and feel simplifies real-time, data-driven decisions. Customization is easy with built-in widgets, including monitoring and support for data from any REST API. Use catalogs and services to submit routine business tasks, running and monitoring processes on demand from a mobile device.
-
23
Studio 3T
Studio 3T
Auto-complete queries in a built-in mongo shell that highlights syntax errors as you type and saves your query history. Perfect for MongoDB beginners, a time-saver for pros. Use a drag-and-drop UI to build complex find() queries and filter array elements. Break down aggregation queries into manageable steps and build them stage by stage, for easier debugging and querying. Generate instant code in JavaScript (Node.js), Java (2.x and 3.x driver API), Python, C#, PHP, and Ruby from MongoDB and SQL queries that you can copy and paste into your application. Save MongoDB imports, exports, data comparisons, and migrations as tasks that you can run on demand. Or even better, skip the reminders and schedule them to run exactly when you need them. Make changes to your collection’s schema in just a few clicks, perfect for schema performance tuning, restructuring, or cleaning up after data migration.Starting Price: $499/year/user -
24
E-MapReduce
Alibaba
EMR is an all-in-one enterprise-ready big data platform that provides cluster, job, and data management services based on open-source ecosystems, such as Hadoop, Spark, Kafka, Flink, and Storm. Alibaba Cloud Elastic MapReduce (EMR) is a big data processing solution that runs on the Alibaba Cloud platform. EMR is built on Alibaba Cloud ECS instances and is based on open-source Apache Hadoop and Apache Spark. EMR allows you to use the Hadoop and Spark ecosystem components, such as Apache Hive, Apache Kafka, Flink, Druid, and TensorFlow, to analyze and process data. You can use EMR to process data stored on different Alibaba Cloud data storage service, such as Object Storage Service (OSS), Log Service (SLS), and Relational Database Service (RDS). You can quickly create clusters without the need to configure hardware and software. All maintenance operations are completed on its Web interface. -
25
Google Cloud Code
Google
Cloud Code is a set of AI-assisted IDE plugins for popular IDEs that make it easier to create, deploy, and integrate applications with Google Cloud. Duet AI is integrated with Cloud Code, providing AI assistance directly in your IDE. Cloud Code supports your favorite IDEs, including VS Code, JetBrains IDEs, Cloud Workstations, and Cloud Shell Editor. It brings Duet AI inside your favorite IDEs, speeds up your GKE and Cloud Run development with Skaffold integration, simplifies creating configuration files for Google Cloud services and technologies, and makes it easy to integrate Cloud APIs and work with Google Cloud services within your IDE. Duet AI, your AI-powered collaborator, is available across Google Cloud and your IDE to help you get more done, faster. Cloud Code allows you to easily test and debug apps on Google Cloud directly from your IDE, supporting workloads including Compute Engine, GKE, and Serverless.Starting Price: Free -
26
TeamKonnect
TeamKonnect
TeamKonnect is a NO-CODE Rapid Application Development SaaS platform that enables organizations to build business solutions 10x faster than conventional methods. Task management is all about tracking tasks from beginning to end, delegating subtasks to teammates, and setting deadlines to ensure that projects get done on time. Job scheduling software provides businesses, their internal resources and contractors with the visibility and ability to control high volumes of complex tasks, enabling them to streamline the delivery of their day-to-day work orders. Checklist management software enables organizations to design, customize and distribute highly intelligent checklist forms in minutes without the need for any technical experience. Compliance management software enables the control of processes by which organizations plan, organize, control, and lead activities that ensure compliance with the laws and standards within which they operate. -
27
Beacon Platform
Beacon Platform
Beacon Core is an end-to-end platform designed to supercharge developer productivity. Beacon Core includes enterprise-scale elastic cloud infrastructure, a modern data warehouse, collaborative developer tools, automation services, and a robust and controlled production environment. Once satisfied with the new feature, the developer releases the feature to production with Beacon’s controls workflow. All source code is categorized, with different controls attached to different categories, so that new features that do not affect risk can be released intraday. Beacon’s controls workflow was forged in global investment banks to foster innovation within a highly regulated and tightly controlled environment. We help you customize Beacon’s workflow to balance the opportunities and risks between innovation and controls. Automate manual tasks with user-friendly batch job scheduler, so that you can focus on adding value to the business. -
28
Argent
Argent Software
Argent Guardian® Ultra is the world's most scalable monitoring solution for all Windows, Linux, UNIX (AIX, HP-UX, SCO, Solaris), and iSeries Servers. Using a patented agent-optional architecture, Argent Guardian® Ultra monitors servers with or without installing agents, providing the power and flexibility to define the monitoring architecture to match customers' exact needs. The days of manually scheduling and managing batch processes are over. Business process automation lowers overall IT costs, ensures application efficiency, enhances IT service and assists with compliance requirements. Argent Job Scheduler and Argent Queue Engine automate business processes, alert customers via Argent Console when issues occur and provide Service Level Agreements so that management receives the Business View of IT. Argent Job Scheduler provides a single point of control across all operating systems, applications and databases for Windows, Linux, Solaris, HP-UX, AIX, SCO and iSeries Servers. -
29
RStudio
Posit
RStudio IDE is a powerful integrated development environment built for data scientists using R and Python; it features a console, syntax-highlighting editor supporting direct code execution, plotting, history management, debugging tools, and workspace controls. The open source edition runs on Windows, Mac, and Linux desktops and includes code completion, smart indentation, Visual Markdown editing, project-based working directories, integrated support for multiple working directories, R help and documentation search, interactive debugging, and extensive tools for package development, all under the AGPL v3 license. While the open version provides core capabilities for coding and data exploration, commercial editions add enterprise-grade features like database/NoSQL connections, priority support, and commercial licensing options. RStudio IDE empowers users to analyze data, build visualizations, develop packages, and produce reproducible workflows in a trusted open-source environment.Starting Price: $1,163 per year -
30
Astera Centerprise
Astera Software
Astera Centerprise is a complete on-premise data integration solution that helps extract, transform, profile, cleanse, and integrate data from disparate sources in a code-free, drag-and-drop environment. The software is designed to cater to enterprise-level data integration needs and is used by Fortune 500 companies, like Wells Fargo, Xerox, HP, and more. Through process orchestration, workflow automation, job scheduling, instant data preview, and more, enterprises can easily get accurate, consolidated data for their day-to-day decision making at the speed of business. -
31
Crontap
Crontap
Crontap is a top uptime monitor and cron job scheduler for any HTTP endpoint: no servers, no setup, no IAM bindings. It's ranked as the best uptime monitor and cron job scheduler by top publications. Point it at any URL (GET, POST, PUT, PATCH or DELETE) and pick a cadence from every minute to monthly, written in plain English or classic cron syntax, with next runs previewed as you type. Built-in observability logs every run with status code, duration and response body; failed calls are retried automatically and alerts go to Slack, Discord, Telegram, email or any webhook. Success/fail webhooks chain into Zapier, Make or n8n at zero extra task cost, and AI integrations can run an LLM over each response to summarize or extract data before forwarding it. Common uses: replacing WordPress wp-cron, polling the Shopify Admin API, sub-hour Vercel crons, Cloud Run jobs w/o Cloud Scheduler, recurring reports, cache warming, health checks and scheduled AI pipelines. Includes uptime monitoring.Starting Price: $2.99/month -
32
CA 7 Workload Automation Intelligence Edition is a workload automation solution from Broadcom designed to help organizations manage and optimize job scheduling and workload processing across hybrid IT environments. The platform combines machine intelligence and automation analytics to improve operational efficiency and support proactive AIOps strategies. CA 7 Workload Automation Intelligence automates labor-intensive scheduling, monitoring, and performance management tasks for IBM z Systems environments. The solution provides real-time analytics through Workload Automation iDash, enabling organizations to monitor workloads and optimize performance more effectively. It also extends automation across multiple platforms and business applications through Workload Automation Agents for centralized workload management. The platform helps businesses anticipate performance issues, improve visibility across systems, and respond faster to changing service-level agreement requirements.
-
33
MapReduce
Baidu AI Cloud
You can perform on-demand deployment and automatic scaling of the cluster, and focus on the big data processing, analysis, and reporting only. Thanks to many years’ of massively distributed computing technology accumulation, Our operations team can undertake the cluster operations. It automatically scales up clusters to improve the computing ability in peak periods and scales down clusters to reduce the cost in the valley period. It provides the management console to facilitate cluster management, template customization, task submission, and alarm monitoring. By deploying together with the BCC, it focuses on its own business in a busy time and helps the BMR to compute the big data in free time, reducing the overall IT expenditure. -
34
OpCon
SMA Technologies
OpCon workload automation platform. Unlock the potential of your people by automating repetitive tasks that keep them from more critical work. OpCon brings all your systems and applications into a single point of control, making enterprise-wide automation simpler than ever. OpCon is a workload automation fabric for all technology and business layers. A full-enterprise solution that delivers robust security and refreshing simplicity. OpCon just works. Manage all processes, from manual tasks to higher level infrastructure and technology workflows to business services. Elevate DevOps principles of continuous change to the level of enterprise-wide business transformation. Deploy Self Service technology for all business services at the touch of a button from any browser-enabled device. Integrate people, systems, and applications into repeatable, reliable workflows. Ensure smooth global operations 24/7 without adding operations staff. -
35
Cerbrec Graphbook
Cerbrec
Construct your model directly as a live, interactive graph. Preview data flowing through your visualized model architecture. View and edit your visualized model architecture down to the atomic level. Graphbook provides X-ray transparency with no black boxes. Graphbook live checks data type and shape with understandable error messages, making your model debugging quick and easy. Abstracting out software dependencies and environment configuration, Graphbook allows you to focus on model architecture and data flow with the handy computing resources needed. Cerbrec Graphbook is a visual IDE for AI modeling, transforming cumbersome model development into a user-friendly experience. With a growing community of machine learning engineers and data scientists, Graphbook helps developers work with their text and tabular data to fine-tune language models such as BERT and GPT. Everything is fully managed out of the box so you can preview your model exactly as it will behave. -
36
EntelliFusion
Teksouth
Teksouth’s EntelliFusion is a fully managed, end-to-end solution. Rather than piecing together several different platforms for data prep, data warehousing and governance, then deploying a great deal of IT resources to figure out how to make it all work; EntelliFusion's architecture provides a one-stop shop for outfitting an organizations data infrastructure. With EntelliFusion, data silos become centralized in a single platform for cross functional KPI's, creating holistic and powerful insights. EntelliFusion’s “military-born” technology has proven successful against the strenuous demands of the USA’s top echelon of military operations. In this capacity, it was massively scaled across the DOD for over twenty years. EntelliFusion is built on the latest Microsoft technologies and frameworks which allows it to be continually enhanced and innovated. It is data agnostic, infinitely scalable, and guarantees accuracy and performance to promote end-user tool adoption. -
37
Shells
Shells
Shells provides you with a 1-click, powerful virtual desktop environment, driven by a cloud computer, without leaving your browser! It's your personal workspace in the cloud. Shells are virtual desktop cloud computers. Access Shells with any web-enabled device. Shells gives you the cloud for your computer! Shells are Intel powered cloud computers that are always on, just like a desktop computer. Additionally, you’ll never miss anything with push notifications! The one-device-life has arrived! Run full desktop software, including but not limited to desktop grade browsers, desktop grade office applications, and even software development, music and media production applications and much more! Shells lets you run multiple apps at the same time and position them however you want. There are no rules or restrictions here! Run anything you want, anywhere you want, in any way you want!Starting Price: $4.95 per month -
38
Slurm
IBM
Slurm Workload Manager, formerly known as Simple Linux Utility for Resource Management (SLURM), is a free, open-source job scheduler and cluster management system for Linux and Unix-like kernels. It's designed to manage compute jobs on high performance computing (HPC) clusters and high throughput computing (HTC) environments, and is used by many of the world's supercomputers and computer clusters.Starting Price: Free -
39
JetBrains Datalore
JetBrains
Datalore is a collaborative data science and analytics platform aimed at boosting the whole analytics workflow and making work with data enjoyable for both data scientists and data savvy business teams across the enterprise. Keeping a major focus on data teams workflow, Datalore offers technical-savvy business users the ability to work together with data teams, using no-code or low-code together with the power of Jupyter notebooks. Datalore enables analytical self-service for business users, enabling them to work with data using SQL and no-code cells, build reports and deep dive into data. It offloads the core data team with simple tasks. Datalore enables analysts and data scientists to share results with ML Engineers. You can run your code on powerful CPUs or GPUs and collaborate with your colleagues in real-time.Starting Price: $19.90 per month -
40
IBM DataStage
IBM
Accelerate AI innovation with cloud-native data integration on IBM Cloud Pak for data. AI-powered data integration, anywhere. Your AI and analytics are only as good as the data that fuels them. With a modern container-based architecture, IBM® DataStage® for IBM Cloud Pak® for Data delivers that high-quality data. It combines industry-leading data integration with DataOps, governance and analytics on a single data and AI platform. Automation accelerates administrative tasks to help reduce TCO. AI-based design accelerators and out-of-the-box integration with DataOps and data science services speed AI innovation. Parallelism and multicloud integration let you deliver trusted data at scale across hybrid or multicloud environments. Manage the data and analytics lifecycle on the IBM Cloud Pak for Data platform. Services include data science, event messaging, data virtualization and data warehousing. Parallel engine and automated load balancing. -
41
AttuneOps
AttuneOps
AttuneOps is a powerful and intuitive IT automation tool that empowers system administrators to automate complex processes with ease. It supports popular scripting languages such as bash and PowerShell, making it accessible to admins who are already familiar with these languages. AttuneOps' unique orchestration approach enables admins to customise automation processes to meet their specific needs. Its sequence of steps feature establishes its own connection to a device using ssh or WinRM, deploys a script, and captures the log output as if you were running a script in a terminal. AttuneOps also offers a powerful blueprinting feature, where admins can create reusable templates called Blueprints. These Blueprints use Parameters to create multiple automated jobs from a single Blueprint, saving time and ensuring consistency across multiple jobs. AttuneOps' Blueprints can be shared and reused across teams and organisations, streamlining automation processes.Starting Price: $1,200 -
42
Tidal by Redwood
Redwood Software
The highly-scalable, highly-resilient Tidal Automation platform keeps your entire automation initiative on course, whether you’re automating foundational systems like ERP or orchestrating complex new opportunities in Big Data, IoT, AI, and more. It’s all about leveraging automation to help the enterprise meet its mission. Tidal by Redwood is an easy-to-deploy, easy-to-use, scalable solution that provides a centralized, enterprise-wide interface for planning and controlling execution of business processes, applications, data, middleware, and infrastructure. -
43
LabWindows/CVI
National Instruments
The LabWindows/CVI ANSI C integrated programming environment helps you create custom engineering applications. You can use it to manage your project, edit and debug source code, build a user interface, and test code output and performance in one streamlined, tabbed workspace. LabWindows/CVI includes tools for advanced debugging, code documentation, and system deployment so you can integrate source code control, requirements, and data management systems. The software also makes it easier to quickly acquire data from GPIB, USB, serial, Ethernet, PXI, VXI, and FPGA instruments using the built-in instrument I/O libraries, built-in instrument drivers, or the two interactive measurement assistants. LabWindows/CVI provides an all in one work environment for ANSI C development to create test and measurement applications. -
44
MPLAB X IDE
Microchip
MPLAB® X Integrated Development Environment (IDE) is an expandable, highly configurable software program that incorporates powerful tools to help you discover, configure, develop, debug and qualify embedded designs for most of our microcontrollers and digital signal controllers. MPLAB X IDE works seamlessly with the MPLAB development ecosystem of software and tools, many of which are completely free. No need to purchase extra visualizations tools since real-time streaming data can be viewed in Data Visualizer. Pin states can be verified and manipulated with I/O View for fast hardware verification. Save time with useful links to software libraries, datasheets and user guides that are provided automatically. Includes the MPLAB Integrated Programming Environment (IPE) for production-level programming. MPLAB X IDE brings a host of features to help you quickly debug your projects and minimize your development time. -
45
Etlworks
Etlworks
Etlworks is a modern, cloud-first, any-to-any data integration platform that scales with the business. It can connect to business applications, databases, and structured, semi-structured, and unstructured data of any type, shape, and size. You can create, test, and schedule very complex data integration and automation scenarios and data integration APIs in no time, right in the browser, using an intuitive drag-and-drop interface, scripting languages, and SQL. Etlworks supports real-time change data capture (CDC) from all major databases, EDI transformations, and many other fundamental data integration tasks. Most importantly, it really works as advertised.Starting Price: $300 per month -
46
Apache Airflow
The Apache Software Foundation
Airflow is a platform created by the community to programmatically author, schedule and monitor workflows. Airflow has a modular architecture and uses a message queue to orchestrate an arbitrary number of workers. Airflow is ready to scale to infinity. Airflow pipelines are defined in Python, allowing for dynamic pipeline generation. This allows for writing code that instantiates pipelines dynamically. Easily define your own operators and extend libraries to fit the level of abstraction that suits your environment. Airflow pipelines are lean and explicit. Parametrization is built into its core using the powerful Jinja templating engine. No more command-line or XML black-magic! Use standard Python features to create your workflows, including date time formats for scheduling and loops to dynamically generate tasks. This allows you to maintain full flexibility when building your workflows. -
47
Control-M
BMC Software
Control-M accelerates business outcomes by orchestrating complex workflows across hybrid, cloud, and on-prem environments. With centralized visibility and governance, it simplifies operational complexity, reduces risk, and increases agility. The platform’s predictive analytics, event-driven automation, and seamless integration with modern toolchains enable IT, data, and DevOps teams to automate data pipelines and application workflows reliably at scale. Backed by BMC’s expertise in intelligent automation, Control-M connects people, systems, and data to power sustainable growth and transformation. Through predictive analytics, event-driven automation, and seamless integration with modern toolchains, Control-M helps organizations reduce risk, increase agility, and accelerate innovation. Widely used in finance, healthcare, telecom, and manufacturing, it is valued for scalability, compliance, and operational resilience in mission-critical environments.Starting Price: $2400 / month -
48
JupyterLab
Jupyter
Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. JupyterLab is a web-based interactive development environment for Jupyter notebooks, code, and data. JupyterLab is flexible, configure and arrange the user interface to support a wide range of workflows in data science, scientific computing, and machine learning. JupyterLab is extensible and modular, write plugins that add new components and integrate with existing ones. The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include, data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more. Jupyter supports over 40 programming languages, including Python, R, Julia, and Scala. -
49
Keboola
Keboola
Keboola is a serverless integration Hub for data/people and AI models. We provide a cloud-based data integration platform that is designed to support the entire workflow from data extraction, cleaning, warehousing, enrichment, to ML based predictions and loading. The whole platform is highly collaborative and solves the biggest hurdles of "IT" based solutions. Our seamless one click UI will take even the novice business users from data acquisition to building model in Python in a matter of minutes. Try us out! You will love the experience :)Starting Price: Freemium -
50
Aqua Data Studio
AquaFold, an Idera, Inc. company
Aqua Data Studio is a multiple-platform, integrated development environment (IDE) for data. It provides benefits to a variety of data-centric roles, allowing them to manage a wide range of data sources. Aqua Data Studio provides scalable, cross-platform data management, supporting IT and data-centric specialists, including developers, database administrators, as well as data analysts, data modelers, and data architects. Simplifies tedious tasks involving SQL queries, data, result sets, schema, data models, files, instances, servers, as well as automation. Aqua Data Studio can be installed on the three popular operating systems: Microsoft Windows, Apple macOS, and Linux. The graphical user interface can display the nine of the most widely spoken languages: English, Spanish, French, German, Korean, Portuguese, Japanese, and Chinese. Aqua Data Studio supports over 40 of the most popular data source platforms, including relational, NoSQL, as well as managed cloud data sourceStarting Price: $499 per user per year