Alternatives to Rocket DataEdge
Compare Rocket DataEdge alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Rocket DataEdge in 2026. Compare features, ratings, user reviews, pricing, and more from Rocket DataEdge competitors and alternatives in order to make an informed decision for your business.
-
1
Teradata VantageCloud
Teradata
Teradata VantageCloud: The complete cloud analytics and data platform for AI. Teradata VantageCloud is an enterprise-grade, cloud-native data and analytics platform that unifies data management, advanced analytics, and AI/ML capabilities in a single environment. Designed for scalability and flexibility, VantageCloud supports multi-cloud and hybrid deployments, enabling organizations to manage structured and semi-structured data across AWS, Azure, Google Cloud, and on-premises systems. It offers full ANSI SQL support, integrates with open-source tools like Python and R, and provides built-in governance for secure, trusted AI. VantageCloud empowers users to run complex queries, build data pipelines, and operationalize machine learning models—all while maintaining interoperability with modern data ecosystems. -
2
Denodo
Denodo Technologies
Denodo is an intelligent data platform that helps organizations deliver live, unified, and governed data for trustworthy AI, analytics, and self-service initiatives. The platform uses logical data management to connect distributed data across hybrid, multi-cloud, on-premises, SaaS, and third-party environments without requiring data movement or duplication. Denodo helps businesses integrate data silos, enable self-service access, enforce governance, deliver real-time insights, and enrich data with business context. It is designed to support agentic AI by giving AI agents accurate, up-to-date, and governed enterprise data for better decisions and actions. The platform includes capabilities such as zero-copy data access, unified semantics, centralized compliance, natural language search, data marketplaces, and optimized query performance. -
3
AWS Glue
Amazon
AWS Glue is a serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, machine learning, and application development. AWS Glue provides all the capabilities needed for data integration so that you can start analyzing your data and putting it to use in minutes instead of months. Data integration is the process of preparing and combining data for analytics, machine learning, and application development. It involves multiple tasks, such as discovering and extracting data from various sources; enriching, cleaning, normalizing, and combining data; and loading and organizing data in databases, data warehouses, and data lakes. These tasks are often handled by different types of users that each use different products. AWS Glue runs in a serverless environment. There is no infrastructure to manage, and AWS Glue provisions, configures, and scales the resources required to run your data integration jobs. -
4
Alation
Alation
The Alation Agentic Data Intelligence Platform enables organizations to scale and accelerate their AI and data initiatives. By unifying search, cataloging, governance, lineage, and analytics, it transforms metadata into a strategic asset for decision-making. The platform’s AI-powered agents—including Documentation, Data Quality, and Data Products Builder—automate complex data management tasks. With active metadata, workflow automation, and more than 120 pre-built connectors, Alation integrates seamlessly into modern enterprise environments. It helps organizations build trusted AI models by ensuring data quality, transparency, and compliance across the business. Trusted by 40% of the Fortune 100, Alation empowers teams to make faster, more confident decisions with trusted data. -
5
Rocket Data Virtualization
Rocket Software
Rocket® Data Virtualization (RDV) provides real‑time, zero‑copy access to mainframe and distributed data through a unified SQL abstraction layer. It lets organizations query and combine heterogeneous sources without data movement or replication, supporting analytics, AI/ML, and cloud‑native workloads while maintaining system‑of‑record governance. RDV connects to Db2, VSAM, IMS, Adabas, Datacom, and relational or cloud stores via JDBC/ODBC. Optimizations such as predicate pushdown, parallel execution, and adaptive caching deliver low‑latency access with minimal production impact. Security includes encryption, row/column‑level controls, data masking, and SAF/RACF integration, with high‑availability options for continuity. By keeping data in place and offloading read‑heavy workloads, RDV reduces mainframe CPU usage and enables governed enterprise data access without ETL or replication. -
6
Rocket Data Intelligence
Rocket Software
Rocket® Data Intelligence (RDI) delivers comprehensive visibility into enterprise data across mainframe, distributed, and cloud environments. It automatically discovers metadata, lineage, and data relationships so organizations can see where critical data resides, how it moves, and which applications and processes rely on it. RDI supports legacy and modern platforms, including Db2, VSAM, IMS, Adabas, Datacom, relational databases, ETL tools like Informatica and DataStage, code such as COBOL, Python, and Java, and cloud data stores. RDI provides enterprise-grade capabilities including automated data discovery and code parsing, impact analysis, lineage filtering, role/LOB-based categorization and governance, workflow management, business glossary, and dependency mapping. By unifying data asset visibility across hybrid environments, RDI reduces operational risk and accelerates data modernization, compliance reporting, discovery, and rationalization initiatives. -
7
Rocket Data Replicate & Sync
Rocket Software
Rocket® Data Replicate and Sync (RDRS) provides high performance, sub-second change data capture (CDC) and bidirectional replication across mainframe, distributed, and cloud environments. It supports a broad set of enterprise sources and modern cloud targets, automatically capturing and applying data changes while adapting formats for each destination. The platform incorporates enterprise-grade encryption, secure connectivity such as site-to-site VPN and SAF controls, and built-in recovery and rollback to maintain data integrity across hybrid environments. By offloading data transformations to cloud compute, RDRS helps reduce mainframe CPU consumption while ensuring analytics, AI/ML, and operational applications receive current data. Supported sources include Db2, VSAM, IMS, Adabas, and Datacom, with delivery to targets such as Kafka, Snowflake, AWS, and Azure—without custom code or operational disruption. -
8
DataVantage
DataVantage
DataVantage offers comprehensive data management solutions designed to secure and manage sensitive information across mainframe and distributed environments. Key offerings include DataVantage for IMS, Db2, and VSAM, which provide advanced data masking, editing, and extraction capabilities to protect Personally Identifiable Information (PII) during non-production processes. DataVantage DME (Data Masking Express) offers cost-effective, on-the-fly data masking for Db2, IMS, and VSAM environments, ensuring compliance without disrupting existing workflows. For distributed systems, DataVantage Global delivers robust data masking, obfuscation, and de-identification, supporting compliance and operational efficiency across platforms. Additionally, DataVantage Adviser simplifies COBOL file management post-mainframe rehosting or application modernization, enhancing data accessibility and editing. -
9
The biggest challenge to scaling AI-powered decision-making is unused data. IBM Cloud Pak® for Data is a unified platform that delivers a data fabric to connect and access siloed data on-premises or across multiple clouds without moving it. Simplify access to data by automatically discovering and curating it to deliver actionable knowledge assets to your users, while automating policy enforcement to safeguard use. Further accelerate insights with an integrated modern cloud data warehouse. Universally safeguard data usage with privacy and usage policy enforcement across all data. Use a modern, high-performance cloud data warehouse to achieve faster insights. Empower data scientists, developers and analysts with an integrated experience to build, deploy and manage trustworthy AI models on any cloud. Supercharge analytics with Netezza, a high-performance data warehouse.Starting Price: $699 per month
-
10
Adabas & Natural
Software AG
In an age of ever-faster change, you need a forward-thinking partner with a vision. someone who can help you take your powerful Adabas & Natural applications to 2050 and beyond. You’ve relied on Adabas & Natural to get the job done—for decades. Look ahead to a future where you can continue to make the most of that investment and the unique business logic built into your core applications. We’re that partner, committed to helping you digitalize your legacy, fast and risk-free. Together, let’s manage the generational change of developers, modernize your applications to save costs, expand the reach of your core apps, and accelerate development in an ultra-modern environment. Count on leading-edge Adabas & Natural technologies to help you optimize your IT environment and modernize your applications, risk free and fast. Connect to new services with APIs. Run Adabas & Natural in the cloud. Attract new developer talent with DevOps. Save costs by offloading mainframe workload to zIIP. -
11
Data Virtuality
Data Virtuality
Connect and centralize data. Transform your existing data landscape into a flexible data powerhouse. Data Virtuality is a data integration platform for instant data access, easy data centralization and data governance. Our Logical Data Warehouse solution combines data virtualization and materialization for the highest possible performance. Build your single source of data truth with a virtual layer on top of your existing data environment for high data quality, data governance, and fast time-to-market. Hosted in the cloud or on-premises. Data Virtuality has 3 modules: Pipes, Pipes Professional, and Logical Data Warehouse. Cut down your development time by up to 80%. Access any data in minutes and automate data workflows using SQL. Use Rapid BI Prototyping for significantly faster time-to-market. Ensure data quality for accurate, complete, and consistent data. Use metadata repositories to improve master data management. -
12
Rocket ContentEdge
Rocket Software
Rocket ContentEdge is a governance-first content services solution designed to enable secure, in-place access to unstructured information like documents, images, records, and operational content across cloud, on-premises, and mainframe environments to unlock insights, analytics, and productivity without compromising compliance or existing controls. It addresses the common challenge of applying AI and analytics to unstructured content safely by leveraging safety-first generative AI capabilities, automated discovery, and governed access so teams can query sensitive content where it resides without moving or duplicating data, honoring existing security and compliance policies. ContentEdge centralizes and modernizes content by eliminating silos, integrating systems and applications through a single API, automating processes while maintaining data quality and governance at scale, and enhancing accuracy with real-time error detection and audit trails. -
13
CData Query Federation Drivers
CData Software
The Query Federation Drivers provide a universal data access layer that simplifies application development and data access. The drivers make it easy to query data across systems with SQL through a common driver interface. The Query Federation Drivers enable users to embed Logical Data Warehousing capabilities into any application or process. A Logical Data Warehouse is an architectural layer that enables access to multiple data sources on-demand, without relocating or transforming data in advance. Essentially the Query Federation Drivers give users simple, SQL-based access to all of your databases, data warehouses, and cloud applications through a single interface. Developers can pick multiple data processing systems and access all of them with a single SQL-based interface. -
14
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. -
15
K2View
K2View
At K2View, we believe that every enterprise should be able to leverage its data to become as disruptive and agile as the best companies in its industry. We make this possible through our patented Data Product Platform, which creates and manages a complete and compliant dataset for every business entity – on demand, and in real time. The dataset is always in sync with its underlying sources, adapts to changes in the source structures, and is instantly accessible to any authorized data consumer. Data Product Platform fuels many operational use cases, including customer 360, data masking and tokenization, test data management, data migration, legacy application modernization, data pipelining and more – to deliver business outcomes in less than half the time, and at half the cost, of any other alternative. The platform inherently supports modern data architectures – data mesh, data fabric, and data hub – and deploys in cloud, on-premise, or hybrid environments. -
16
ETL DataHub
ETL
DataHub from ETL Solutions is an enterprise-grade data integration, orchestration, and management platform designed to help organizations connect, harmonize, and operationalize data from diverse sources into a unified, governed, and accessible ecosystem. It enables seamless ingestion and transformation of structured and unstructured data through pre-built connectors and mappings, automated workflows, change data capture, and real-time data pipelines that support analytics, reporting, and AI/ML use cases. Built for hybrid and multi-cloud environments, DataHub centralizes metadata and business logic while enforcing data governance, lineage, and quality controls so stakeholders can trust and act on enterprise data. Its orchestration engine handles complex dependencies and schedules, ensuring data arrives on time and maintains consistency across systems. -
17
Fraxses
Intenda
There are many products on the market that can help companies to do this, but if your priorities are to create a data-driven enterprise and to be as efficient and cost-effective as possible, then there is only one solution you should consider: Fraxses, the world’s foremost distributed data platform. Fraxses provides customers with access to data on demand, delivering powerful insights via a solution that enables a data mesh or data fabric architecture. Think of a data mesh as a structure that can be laid over disparate data sources, connecting them, and enabling them to function as a single environment. Unlike other data integration and virtualization platforms, the Fraxses data platform has a decentralized architecture. While Fraxses fully supports traditional data integration processes, the future lies in a new approach, whereby data is served directly to users without the need for a centrally owned data lake or platform. -
18
Rocket Enterprise Suite
Rocket Software
Rocket® Enterprise Suite is an application modernization solution designed to reduce the risk of mainframe modernization by allowing organizations to migrate mainframe applications in their existing code. This minimizes failure risk and delivers faster project timelines. It supports both COBOL and PL/I workloads and can be deployed on-premises, in the cloud, or in hybrid environments, providing flexibility for diverse IT infrastructures. The suite includes tools for analyzing, securing, accessing, developing, testing, deploying, and migrating mainframe applications. It uses an AI-powered natural language assistant to simplify code analysis, making it easier for teams to understand and document complex mainframe applications and improve DevOps practices Backed by 40 years of experience and thousands of successful mainframe modernization projects, Rocket Enterprise Suite is built to deliver modern application development with lower project risk and increased development speed. -
19
Rocket ChangeMan
Rocket Software
Rocket ChangeMan is a suite of mainframe change management tools designed to strengthen control, governance, and productivity across mission-critical systems and applications on IBM z/OS by managing software change from development through test and into production with accountability and quality assurance at every step. It centralizes and automates the lifecycle of code changes, assets, and configurations to reduce maintenance costs and regression errors through strict version control, traceable builds, packaging automation, and strategic release planning while preserving system integrity and simplifying audits. ChangeMan ZMF manages every software change and asset with support for developer choice in virtually any IDE, modern DevOps tools, or traditional environments like TSO/ISPF, and integrates seamlessly with Git to ensure accurate data mapping and trusted change tracking. -
20
CONNX
Software AG
Unlock the value of your data—wherever it resides. To become data-driven, you need to leverage all the information in your enterprise across apps, clouds and systems. With the CONNX data integration solution, you can easily access, virtualize and move your data—wherever it is, however it’s structured—without changing your core systems. Get your information where it needs to be to better serve your organization, customers, partners and suppliers. Connect and transform legacy data sources from transactional databases to big data or data warehouses such as Hadoop®, AWS and Azure®. Or move legacy to the cloud for scalability, such as MySQL to Microsoft® Azure® SQL Database, SQL Server® to Amazon REDSHIFT®, or OpenVMS® Rdb to Teradata®. -
21
Enterprise Enabler
Stone Bond Technologies
It unifies information across silos and scattered data for visibility across multiple sources in a single environment; whether in the cloud, spread across siloed databases, on instruments, in Big Data stores, or within various spreadsheets/documents, Enterprise Enabler can integrate all your data so you can make informed business decisions in real-time. By creating logical views of data from the original source locations. This means you can reuse, configure, test, deploy, and monitor all your data in a single integrated environment. Analyze your business data in one place as it is occurring to maximize the use of assets, minimize costs, and improve/refine your business processes. Our implementation time to market value is 50-90% faster. We get your sources connected and running so you can start making business decisions based on real-time data. -
22
Palantir Foundry
Palantir Technologies
Foundry is a transformative data platform built to help solve the modern enterprise’s most critical problems by creating a central operating system for an organization’s data, while securely integrating siloed data sources into a common analytics and operations picture. Palantir works with commercial companies and government organizations alike to close the operational loop, feeding real-time data into your data science models and updating source systems. With a breadth of industry-leading capabilities, Palantir can help enterprises traverse and operationalize data to enable and scale decision-making, alongside best-in-class security, data protection, and governance. Foundry was named by Forrester as a leader in the The Forrester Wave™: AI/ML Platforms, Q3 2022. Scoring the highest marks possible in product vision, performance, market approach, and applications criteria. As a Dresner-Award winning platform, Foundry is the overall leader in the BI and Analytics market and rate -
23
Rocket Enterprise Analyzer
Rocket Software
Rocket® Enterprise Analyzer is an application intelligence and static analysis platform, purpose-built to give organizations deep, actionable insight into their most complex mainframe application portfolios. As enterprises work to modernize and transform their core business systems, Rocket Enterprise Analyzer dramatically reduces risk and accelerates timelines by thoroughly examining source code, databases, job schedulers, and system definitions—no matter the scale. -
24
Collibra
Collibra
With a best-in-class catalog, flexible governance, continuous quality, and built-in privacy, the Collibra Data Intelligence Cloud is your single system of engagement for data. Support your users with a best-in-class data catalog that includes embedded governance, privacy and quality. Raise the grade, by ensuring teams can quickly find, understand and access data across sources, business applications, BI and data science tools in one central location. Give your data some much-needed privacy. Centralize, automate and guide workflows to encourage collaboration, operationalize privacy and address global regulatory requirements. Get the full story around your data with Collibra Data Lineage. Automatically map relationships between systems, applications and reports to provide a context-rich view across the enterprise. Hone in on the data you care about most and trust that it is relevant, complete and trustworthy. -
25
Set up cloud environments quickly for ad hoc development, testing and productivity for your IT and business users. Reduce the risks and costs of maintaining your data lake by implementing comprehensive data governance, including end-to-end data lineage, for business users. Improve cost savings by delivering clean, consistent and timely information for your data lakes, data warehouses or big data projects, while consolidating applications and retiring outdated databases. Take advantage of automatic schema propagation to speed up job generation, type-ahead search, and backwards capability, while designing once and executing anywhere. Create data integration flows and enforce data governance and quality rules with a cognitive design that recognizes and suggests usage patterns. Improve visibility and information governance by enabling complete, authoritative views of information with proof of lineage and quality.Starting Price: $16,500 per month
-
26
Informatica PowerCenter
Informatica
Embrace agility with the market-leading scalable, high-performance enterprise data integration platform. Support the entire data integration lifecycle, from jumpstarting the first project to ensuring successful mission-critical enterprise deployments. PowerCenter, the metadata-driven data integration platform, jumpstarts and accelerates data integration projects in order to deliver data to the business more quickly than manual hand coding. Developers and analysts collaborate, rapidly prototype, iterate, analyze, validate, and deploy projects in days instead of months. PowerCenter serves as the foundation for your data integration investments. Use machine learning to efficiently monitor and manage your PowerCenter deployments across domains and locations. -
27
Rocket Verastream
Rocket Software
Rocket Verastream is an enterprise integration platform designed to modernize, extend, and connect legacy systems without disrupting existing operations. It enables organizations to expose mainframe and midrange applications as web services, mobile apps, or cloud-ready components, all while preserving the underlying business logic. With Verastream, IT teams can retool legacy applications into flexible, API-driven assets that support digital transformation initiatives. The solution helps accelerate modernization by allowing companies to roll out new, integrated capabilities at their own pace. Its suite of tools—including Host Integrator, Bridge Integrator, SDKs, and Process Designer—offers multiple pathways for integration depending on system type and project complexity. Verastream ultimately helps enterprises maintain business momentum while reducing risk and avoiding costly system overhauls. -
28
Rocket PRO/JCL
Rocket Software
Rocket PRO/JCL is a DevOps‑enabled JCL management solution that standardizes, validates, and optimizes Job Control Language (JCL) across IBM z/OS environments. It helps mainframe teams maintain an error‑free, high‑performing, and cost‑efficient production JCL ecosystem by automating validation, enforcing site standards, reducing failed runs, and integrating seamlessly into modern CI/CD toolchains. -
29
Rocket TMON One
Rocket Software
Rocket® TMON® One is a comprehensive monitoring solution designed to optimize mainframe performance, availability, and capacity planning across hybrid cloud environments. It enables enterprises to effectively monitor IBM zSystems and connected distributed systems from a single platform. With real-time visibility into applications, middleware, databases, and network components, teams can quickly identify and resolve performance issues. TMON® One leverages AI-driven analytics to proactively detect anomalies before they impact operations. The platform offers fast implementation and a low total cost of ownership compared to traditional monitoring tools. It integrates seamlessly with observability platforms through data streaming capabilities. Rocket® TMON® One helps organizations ensure application reliability while reducing operational costs. -
30
Rocket Workload Automation
Rocket Software
Rocket Workload Automation and DevOps Orchestration is a unified platform that enables organizations to design, visualize, orchestrate, and automate business workflows and workload execution across distributed, hybrid, and mainframe environments from a centralized console, helping teams simplify complexity, reduce manual intervention, mitigate operational risk, and improve delivery velocity. It supports cross-platform automation that spans on-premises, cloud, and mainframe systems, giving operators and developers a single place to manage task dependencies, job schedules, and end-to-end process flows while maintaining consistency and reliability across heterogeneous IT landscapes. It includes components such as Rocket Enterprise Orchestrator for scheduling and managing complex development and operations workflows; Rocket Zena for streamlining enterprise workload automation with full visibility into operational processes. -
31
Rocket Enterprise Test Server
Rocket Software
Rocket® Enterprise Test Server is an IBM mainframe application test environment on Windows. It enables IT organizations to confidently test mainframe application change on scalable, low-cost hardware. -
32
TIBCO Platform
Cloud Software Group
TIBCO delivers industrial-strength solutions that meet your performance, throughput, reliability, and scalability needs while offering a wide range of technology and deployment options to deliver real-time data where it’s needed most. The TIBCO Platform will bring together an evolving set of your TIBCO solutions wherever they are hosted—in the cloud, on-premises, and at the edge—into a single, unified experience so that you can more easily manage and monitor them. TIBCO helps build solutions that are essential to the success of the world’s largest enterprises. -
33
OpenFrame
TmaxSoft
OpenFrame from TmaxSoft is a comprehensive mainframe modernization and replatforming solution that enables organizations to migrate legacy mainframe applications and data to open systems such as Linux, Unix, Docker containers, or public cloud environments without modifying existing business logic, preserving core functionality while reducing total cost of ownership and avoiding risky rewrites. It delivers a future-oriented, standard three-tier architecture that improves performance, stability, flexibility, and scalability compared with traditional mainframes, with support for over 100K MIPS and increased processing capacity. OpenFrame uses advanced compiler technology and an integrated asset analysis environment (OF Manager) to automatically convert user interface logic, application logic, and data structures so applications run natively in open environments with minimal manual effort, enabling existing personnel and skill sets to be retained. -
34
Rocket Enterprise Developer
Rocket Software
Rocket Enterprise Developer is a software designed to provide integrated development tools for building and maintaining applications across diverse platforms. The software offers features such as advanced debugging, performance analysis, and version control integration to facilitate application lifecycle management. It enables developers to work with various programming languages and frameworks within a unified interface. The software addresses business needs related to modernizing legacy systems, streamlining development processes, and reducing operational overhead by supporting mainframe, midrange, and open systems development. It is geared toward organizations seeking to manage complex application environments with enhanced productivity and consistency in their software development workflows. -
35
CodeTurn
Astadia
CodeTurn is Astadia’s automated mainframe code conversion product, built to automatically transform legacy source code into modern source code that is maintainable and 100% functionally equivalent to the original. It takes an application’s source code and converts it to functionally identical sources, ready to run in an alternative environment on the same platform or on a different platform altogether. Because the conversion and testing are fully automated, the outcome of the modernization project becomes highly predictable in terms of risks, costs, and duration. The migrated application is free of dependencies on proprietary Astadia software and relies on native industry-standard technologies instead. CodeTurn integrates all aspects of conversion to produce high-quality, functionally equivalent code and is typically used with Astadia tools such as DataTurn for legacy data migration, TestMatch for automated testing, and DataMatch for automated batch testing. -
36
Rocket Visual COBOL
Rocket Software
Rocket Visual COBOL is development and runtime environment that helps enterprises maintain, enhance, and modernize distributed COBOL applications. Rocket COBOL products standardize COBOL development alongside other languages, giving teams access to industry standard tools, flexible deployment options, and DevOps workflows. With Rocket Visual COBOL, engineering teams work with COBOL inindustry-standard dev tools such as Visual Studio Code, Visual Studio, and Eclipse. It delivers advanced editing and debugging, continuous background compilation, and code analysis to speed development and onboarding. Its portable deployment platform enables risk-free moves to new infrastructure, supports cloud, container, and ARM environments, and integrates smoothly with APIs, .NET, and JVM. Rocket products also extend the value of large COBOL systems by making them easier to understand and evolve. GenAI powered insights help teams work confidently with COBOL and accelerate delivery. -
37
Actian Data Intelligence Platform is a cloud-native, AI-ready solution designed to transform how organizations discover, understand, govern, and trust their data across complex environments. It unifies capabilities such as data cataloging, metadata management, data governance, lineage, observability, and semantic context into a single platform, creating a central, trusted layer for enterprise data. Powered by a federated knowledge graph, it builds intelligent relationships between data assets, enabling the system to automatically understand context, deliver relevant search results, and provide recommendations for data use. This approach allows both technical and business users to easily find and work with trusted data, improving decision-making and operational efficiency. It continuously monitors data health, enforces governance policies, and generates automated trust signals, ensuring data remains accurate, compliant, and ready for analytics and AI applications.
-
38
Delphix
Perforce
Delphix is the industry leader in DataOps and provides an intelligent data platform that accelerates digital transformation for leading companies around the world. The Delphix DataOps Platform supports a broad spectrum of systems, from mainframes to Oracle databases, ERP applications, and Kubernetes containers. Delphix supports a comprehensive range of data operations to enable modern CI/CD workflows and automates data compliance for privacy regulations, including GDPR, CCPA, and the New York Privacy Act. In addition, Delphix helps companies sync data from private to public clouds, accelerating cloud migrations, customer experience transformation, and the adoption of disruptive AI technologies. Automate data for fast, quality software releases, cloud adoption, and legacy modernization. Source data from mainframe to cloud-native apps across SaaS, private, and public clouds. -
39
mLogica
mLogica
mLogica is a leading enterprise modernization company specializing in cloud migration, big data analytics, and IT transformation. The company offers automated database and application modernization solutions that help businesses migrate legacy systems to the cloud efficiently and cost-effectively. mLogica’s product suite includes CAP*M, a complex event analytics platform, LIBER*M, a mainframe modernization tool, and STAR*M, a distributed workload modernization system. The company also provides managed services for database optimization, consulting, and cybersecurity, ensuring businesses can scale securely while maintaining high performance. -
40
erwin Data Marketplace
erwin
erwin Data Marketplace, included with erwin Data Intelligence by Quest, provides a centralized, consumer-like platform for all data users, regardless of technical expertise, to discover, select, and access governed, high-value data products, datasets, and AI models. This self-service approach accelerates data discovery, enhances data literacy, ensures governance, and maximizes the business impact of data. Key features include dynamic filtering, automated data value scoring, social ratings and reviews, and access to related data intelligence such as mind maps and data lineage. Users can compare multiple assets side-by-side to determine the best fit for their needs. Data stewards and owners benefit from curation and governance capabilities, including defining data products, managing associations, classifying data, assigning searchable tags, and overseeing governance roles. Built-in workflows facilitate data access requests, approvals, and documentation, ensuring compliance. -
41
Algoreus
Turium AI
All your data needs are delivered in one powerful platform. From data ingestion/integration, transformation, and storage to knowledge catalog, graph networks, data analytics, governance, monitoring, and, sharing. An AI/ML platform that lets enterprises, train, test, troubleshoot, deploy, and govern models at scale to boost productivity while maintaining model performance in production with confidence. A dedicated solution for training models with minimal effort through AutoML or training your case-specific models from scratch with CustomML. Giving you the power to connect essential logic from ML with data. An integrated exploration of possible actions. Integration with your protocols and authorization models. Propagation by default; extreme configurability at your service. Leverage internal lineage system, for alerting and impact analysis. Interwoven with the security paradigm; provides immutable tracking. -
42
BMC AMI DevX
BMC Software
BMC AMI DevX reimagines mainframe development by helping teams build better code with less friction, stronger flow, and a more modern developer experience. It unifies agile development, testing, debugging, promotion, and delivery in a mainframe-inclusive toolchain designed to support developers at every skill level. Teams can work directly in preferred environments such as Eclipse and VS Code, reducing context switching and simplifying onboarding for new developers. BMC AMI DevX helps streamline editing, build, source code management, approvals, and deployment through Code Pipeline, enabling concurrent development, faster releases, and more secure delivery. Code Insights gives developers real-time visibility into complex mainframe applications, helping visualize logic, dependencies, and monolithic code structures, while generative AI explanations support faster understanding of unfamiliar COBOL, JCL, PL/I, and Assembler code. -
43
Z/XDC
ColeSoft
Z/XDC gives developers interactive, source-level debugging for mainframe programs across any z/OS environment, helping them step through live code, inspect variables in real time, and resolve issues faster than traditional methods. It eliminates blind debugging by providing complete, real-time visibility into program execution and bringing modern debugging capabilities to mainframe development. Developers can dramatically reduce debugging time from days to hours, test theories immediately without lengthy recompile cycles, make ad hoc changes, perform “what if” scenarios, fix issues, and verify corrections without recompiling. Z/XDC supports line-by-line code stepping, on-the-fly code changes, flag flipping, data field and register modification, PSW control, module loading and deletion, GETMAINs and FREEMAINs, and Event Control Block posting. It provides source-level visibility so developers can view code as written, automatically load source image maps from ADATA, and more. -
44
Endevor
Broadcom
Broadcom Endevor is a mainframe DevOps and software change management solution designed to help organizations manage, build, and deploy mission-critical applications securely and efficiently. The platform provides automated development workflows while maintaining strong compliance, auditability, and software asset protection throughout the deployment lifecycle. Endevor supports modern DevOps practices by integrating Git-based workflows, CI/CD automation, and RESTful APIs without requiring risky lift-and-shift migrations. The solution includes tools such as Bridge for Git, Team Build, and Explorer for Endevor to support hybrid and Git-native development environments. Developers can work within familiar tools like ISPF, Eclipse, VS Code, and Code4z while maintaining centralized governance and traceability. Endevor also strengthens software supply chain security through digitally signed SBOM generation and compliance-focused development controls. -
45
Oracle Data Service Integrator provides companies the ability to quickly develop and manage federated data services for accessing single views of disparate information. Oracle Data Service Integrator is completely standards-based, declarative, and enables re-usability of data services. Oracle Data Service Integrator is the only data federation technology that supports the creation of bidirectional (read and write) data services from multiple data sources. In addition, Oracle Data Service Integrator offers the breakthrough capability of eliminating coding by graphically modeling both simple and complex updates to heterogeneous data sources. Install, verify, uninstall, upgrade, and get started with Data Service Integrator. Oracle Data Service Integrator was originally known as Liquid Data and AquaLogic Data Services Platform (ALDSP). Some instances of the original names remain in the product, installation path, and components.
-
46
Panvalet
Broadcom
Panvalet is a library management system from Broadcom designed to centralize the storage and management of source code, Job Control Language (JCL), object files, and data within mainframe environments. The platform helps organizations reduce the complexity and overhead associated with maintaining business applications by providing a single centralized repository for application assets. Panvalet enables development teams to establish, maintain, and protect control libraries for source programs and critical operational data. The system provides immediate access to application components for maintenance, processing, and development workflows. Panvalet also improves security and reliability by protecting source code and program assets from accidental loss, theft, disasters, and operational risks. The platform streamlines application development by automating manual processes and improving visibility across programming environments. -
47
AveriSource
AveriSource
AveriSource accelerates midrange and mainframe modernization through application intelligence, business rules extraction, and AI-powered transformation. It provides a comprehensive, proven modernization technology for organizations looking to accelerate and streamline their modernization journey, with the insight, accuracy, and flexibility to support complex legacy modernization projects. From early-stage assessments through end-to-end refactor, replatform, or reimagine transformation initiatives, it aligns with modernization goals and helps teams make informed strategic decisions. It supports the full modernization journey by helping organizations assess legacy application landscapes, rationalize which applications to modernize, and execute the right modernization strategy. AveriSource Inventory develops a comprehensive understanding of legacy applications by uncovering code insights, identifying unused files, and verifying environmental completeness. -
48
Imogen
Mechanical Orchard
Mechanical Orchard’s Imogen platform rewrites mainframe applications with confidence by using real data flows, not just code translation, to safely rebuild aging systems into modern code. Legacy modernization is often slowed by stopgap patches, cloud emulation, technical debt, integration risk, and high-stakes cutover moments, but Imogen changes the risk equation with a behavior-first, test-driven approach. Instead of focusing only on code, Imogen captures how individual workloads actually behave through real data flows and creates a precisely equivalent behavioral replica of a complex system through a clear, iterative, and transparent process. It builds a precise behavioral specification from the running system, then applies a closed loop of rapid code generation and verification against those specifications, creating software that is audit-quality, idiomatic, and ready for what comes next. -
49
Turn data chaos into data value with data intelligence. Connect, discover, enrich, and orchestrate disjointed data assets into actionable business insights at enterprise scale. SAP Data Intelligence is a comprehensive data management solution. As the data orchestration layer of SAP’s Business Technology Platform, it transforms distributed data sprawls into vital data insights, delivering innovation at scale. Provide your users with intelligent, relevant, and contextual insights with integration across the IT landscape. Integrate and orchestrate massive data volumes and streams at scale. Streamline, operationalize, and govern innovation driven by machine learning. Optimize governance and minimize compliance risk with comprehensive metadata management rules. Connect, discover, enrich, and orchestrate disjointed data assets into actionable business insights at enterprise scale.Starting Price: $1.22 per month
-
50
ibi FOCUS
Cloud Software Group
ibi™ FOCUS is the premier integrated development environment for IBM Z applications, directly supporting reporting, transaction processing, charting, interactive and batch processing, and universal file description. It provides rich data access with adapters for all major mainframe databases and file systems, and outputs to a wide variety of formats. Simplifying user and data access, FOCUS uses the same access language for all data structures, including universal JOIN and merge functionality. Reporting can be output in unparalleled data and graphic formats, such as HTML, PDF, PS, IDA (InDocument Analytics), XLSX, and PPTX. FOCUS creates a powerful and efficient runtime environment on IBM Z Systems, allowing users to leverage unique IBM Z functionality to maximize speed and cost savings. It delivers high levels of accuracy through the incorporation of hardware-level native arithmetic, with integrated decimal precision formats.