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Description

Airflow is a community-driven platform designed for the programmatic creation, scheduling, and monitoring of workflows. With its modular architecture, Airflow employs a message queue to manage an unlimited number of workers, making it highly scalable. The system is capable of handling complex operations through its ability to define pipelines using Python, facilitating dynamic pipeline generation. This flexibility enables developers to write code that can create pipelines on the fly. Users can easily create custom operators and expand existing libraries, tailoring the abstraction level to meet their specific needs. The pipelines in Airflow are both concise and clear, with built-in parametrization supported by the robust Jinja templating engine. Eliminate the need for complex command-line operations or obscure XML configurations! Instead, leverage standard Python functionalities to construct workflows, incorporating date-time formats for scheduling and utilizing loops for the dynamic generation of tasks. This approach ensures that you retain complete freedom and adaptability when designing your workflows, allowing you to efficiently respond to changing requirements. Additionally, Airflow's user-friendly interface empowers teams to collaboratively refine and optimize their workflow processes.

Description

JAMS is an automation orchestration and job scheduling solution that runs, monitors, and manages critical IT processes from a single console. JAMS automates jobs across Windows, Linux, UNIX, IBM i, z/OS, and OpenVMS, with native integrations for the databases, BI tools, and ERP systems already running your business. Jobs run on any schedule or trigger off other events, with dependency management keeping workflows in order and an audit trail logging every execution. JAMS includes two AI capabilities at no additional cost. JAX is an AI agent built into the JAMS Web Client: ask it a question in plain language, and it finds a job, troubleshoots a failure, or looks up how to do something, grounded in JAMS documentation. It acts only when asked, and every change waits for your approval. JAMS MCP brings JAMS into the AI coding tools teams already use, including Cursor, Claude Code, GitHub Copilot, and Claude Desktop. For teams managing thousands of jobs across SQL Server, ADF, Airflow, SAP, JDE, and Banner, this cuts tribal knowledge and middle-of-the-night troubleshooting. Knowledge that once lived in one person's head becomes something any team member can ask about directly. The AI lives in the product, not in the support queue. Support is staffed by humans JAMS will never outsource, based in the United States, the United Kingdom, and Australia. New tickets go to long-tenured engineers, and every JAMS customer has the CEO's cell phone number. JAMS' mission is to reduce the operational burden of critical automation, so teams spend more time on the work automation was meant to free them for.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Azure Marketplace Yes 
AT&T Alien Labs Open Threat Exchange Yes 
Ardent Yes 
Azure Data Factory No 
Chalk Yes 
Datafold Yes 
Determined AI Yes 
Foundational Yes 
Great Expectations Yes 
IBM watsonx.data integration Yes 
IRI FieldShield Yes 
Informatica Cloud B2B Gateway No 
JAMS Scheduler Yes 
JD Edwards EnterpriseOne No 
Microsoft Purview Yes 
PowerShell No 
Snowflake CoCo Yes 
Soda Yes 
UnixWare No 
ZenML Yes 

Integrations

Azure Marketplace Yes 
AT&T Alien Labs Open Threat Exchange No 
Ardent No 
Azure Data Factory Yes 
Chalk No 
Datafold No 
Determined AI No 
Foundational No 
Great Expectations No 
IBM watsonx.data integration No 
IRI FieldShield No 
Informatica Cloud B2B Gateway Yes 
JAMS Scheduler No 
JD Edwards EnterpriseOne Yes 
Microsoft Purview No 
PowerShell Yes 
Snowflake CoCo No 
Soda No 
UnixWare Yes 
ZenML No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$833/month
JAMS offers flexible licensing models that scale with any size business. Server-based licenses, jobs-based licenses, and subscriptions are all available.
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based No 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac No 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

The Apache Software Foundation

Founded

1999

Country

United States

Website

airflow.apache.org

Vendor Details

Company Name

JAMS Software

Founded

1983

Country

United States

Website

www.jamsscheduler.com

Product Features

Workflow Management

Access Controls/Permissions No 
Approval Process Control No 
Business Process Automation No 
Calendar Management No 
Compliance Tracking No 
Configurable Workflow No 
Customizable Dashboard No 
Document Management No 
Forms Management No 
Graphical Workflow Editor No 
Mobile Access No 
No-Code No 
Task Management No 
Third Party Integrations No 
Workflow Configuration No 

Product Features

Business Process Automation

JAMS serves as an all-encompassing platform for business process automation, enabling the digitization of workflows, coordination of interdepartmental activities, and enhancement of business results throughout your organization. By integrating personnel, applications, and data, JAMS revolutionizes cumbersome, error-laden tasks into efficient automated workflows that boost productivity, guarantee compliance, and elevate the customer experience. JAMS effectively connects business goals with IT implementation, providing tangible returns on investment by expediting processes, lowering operational expenses, increasing precision, and fostering business adaptability in a rapidly evolving competitive landscape.

IT Automation

JAMS is an all-encompassing automation platform designed for IT that enhances operational efficiency, minimizes manual labor, and speeds up digital transformation within hybrid IT settings. With a global clientele, JAMS manages a wide range of tasks, from everyday maintenance to intricate workflows that span multiple systems, allowing IT professionals to concentrate on higher-level priorities. By shifting IT operations from a reactive approach to proactive management, JAMS provides tangible returns on investment through improved productivity, fewer mistakes, and faster service delivery.

Job Scheduler

JAMS is a powerful, enterprise-level job scheduling platform that streamlines batch processing, oversees intricate job dependencies, and guarantees the smooth execution of essential workloads throughout your IT environment. Built to supplant outdated schedulers and unify various scheduling applications, JAMS offers centralized management, improved dependability, and complete transparency for contemporary IT operations. From upgrading mainframe batch processes to orchestrating overnight ETL tasks or handling workloads in the cloud, JAMS equips organizations with the reliability, scalability, and oversight they require.

Task Automation

JAMS is a dynamic automation solution designed to streamline repetitive tasks, standardize workflows, and guarantee the consistent execution of essential activities throughout your IT infrastructure. Whether it’s basic scheduled jobs or intricate multi-step operations, JAMS enables both IT professionals and business users to automate processes, enhancing overall efficiency and precision. By converting labor-intensive manual tasks into dependable automated workflows, JAMS allows your team to concentrate on creative initiatives instead of mundane routines.

Workload Automation

JAMS is a comprehensive solution for automating orchestration and job scheduling that seamlessly integrates across various applications, APIs, and scripting languages. It allows users to execute, oversee, and control essential IT operations—ranging from basic batch tasks to complex workflows across multiple platforms—through a unified interface. With JAMS, you can automate processes on diverse operating systems, including Windows, Linux, UNIX, IBM i, zOS, and OpenVMS. The platform also features built-in integrations for executing jobs tailored to specific databases, business intelligence tools, and enterprise resource planning systems. Its robust automation capabilities allow for flexible job scheduling and the ability to initiate jobs based on the completion of other tasks. JAMS provides centralized monitoring of job statuses, sends notifications for failures or successful completions, and keeps a comprehensive audit trail and log for each execution.

Alerts / Notifications Yes 
Audit Trails Yes 
Business Process Management Yes 
Cross-Platform Scheduling Yes 
Dashboard Yes 
Data Analysis / Visualization Yes 
Event-Triggers Yes 
Load Balancing Yes 
Resource-Based Scheduling Yes 
Robotic Process Automation (RPA) Yes 
Workflow Foundation Support Yes 

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