For decades, mainframes have powered mission-critical enterprise applications, serving as the backbone of IT infrastructure. However, dynamic market conditions, rising competition, and increasing costs challenge the traditional mainframe model. Technology leaders are now exploring modernization strategies to adapt mainframe applications for hybrid cloud environments while preserving critical business rules and data.
Rapidly evolving markets demand businesses adapt to shifting customer expectations, regulatory changes, and economic pressures. Legacy mainframes, built for stability over flexibility, struggle to meet modern demands for speed and agility. Modernization enables organizations to launch new capabilities faster and respond effectively to changing market dynamics.
Re-architecting or rewriting mainframe applications has historically been fraught with delays, failures, and incomplete functionality capture. Generative AI is transforming this process by analyzing, translating, and optimizing legacy code with unprecedented precision and speed. These AI-driven tools allow businesses to modernize older languages like COBOL and adopt advanced frameworks, database architectures, and cloud technologies previously unattainable for legacy systems.
In this research brief, Mainframe Modernization with GenAI and AveriSource, completed in partnership with AveriSource, Futurum explores AveriSource’s latest approach to mainframe modernization with the release of its new AveriSource Platform 3.0, enhanced with Generative AI technology.
Key themes explored in Mainframe Modernization with GenAI and AveriSource include:
- Drivers of Modernization: The shift to digital-first strategies and dynamic market conditions are pressuring businesses to modernize legacy mainframe systems, which often lack the flexibility, integration capabilities, and innovation speed required to stay competitive. Rising maintenance costs and operational challenges further emphasize the need for modernization.
- Role of Generative AI: Generative AI, when combined with domain-specific tools and knowledge bases, significantly accelerates legacy system modernization by providing insights into codebases, identifying inefficiencies, and ensuring business logic is properly transferred. It de-risks projects and enables faster, more reliable transformations into modern architectures.
- Strategic Modernization Approaches: Successful modernization involves hybrid strategies, starting small with specific applications, and leveraging specialized GenAI tools tailored for legacy environments. Partnering with innovative providers ensures alignment with evolving technologies and long-term modernization success.
If you are interested in learning more, be sure to download your copy of Mainframe Modernization with GenAI and AveriSource today.
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Author Information
Mitch Ashley is VP and Practice Lead of DevOps and Application Development for The Futurum Group. Mitch has over 30+ years of experience as an entrepreneur, industry analyst, product development, and IT leader, with expertise in software engineering, cybersecurity, DevOps, DevSecOps, cloud, and AI. As an entrepreneur, CTO, CIO, and head of engineering, Mitch led the creation of award-winning cybersecurity products utilized in the private and public sectors, including the U.S. Department of Defense and all military branches. Mitch also led managed PKI services for broadband, Wi-Fi, IoT, energy management and 5G industries, product certification test labs, an online SaaS (93m transactions annually), and the development of video-on-demand and Internet cable services, and a national broadband network.
Mitch shares his experiences as an analyst, keynote and conference speaker, panelist, host, moderator, and expert interviewer discussing CIO/CTO leadership, product and software development, DevOps, DevSecOps, containerization, container orchestration, AI/ML/GenAI, platform engineering, SRE, and cybersecurity. He publishes his research on FuturumGroup.com and TechstrongResearch.com/resources. He hosts multiple award-winning video and podcast series, including DevOps Unbound, CISO Talk, and Techstrong Gang.