The AI Data Supply Chain: Why It Should Start With Your Systems of Record
September 17, 2026
Craig Mullins highlights the importance of understanding what's happening to AI data at every step of the journey, from source to application
ArticlesSCLM Is Going Away. Replacing It Takes More Than Git.
August 21, 2026
The question now is how to manage the complete application lifecycle, not just source conversion, according to René De Vleeschauwer, founder and CEO of IKAN
ArticlesModernize the Application, Not Necessarily the Platform
August 14, 2026
Craig Mullins illustrates why mainframe application modernization should begin with business requirements, not a migration mandate
ArticlesUse NOT FENCED UDFs for Better Db2 for i Performance
August 14, 2026
Dawn May explains why it's important to understand your options beyond the "slow and safe" default
ArticlesSolving a Six-Decade-Old Problem
August 7, 2026
Many of the world’s most critical business applications run as CICS transactions against VSAM files. Banks depend on that combination for ATMs and teller systems, insurers for claims, airlines for reservations, manufacturers for inventory control, and governments for tax filings. These applications work. They are fast, proven, and full of business rules nobody wants to […]
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AI Doesn’t Eliminate Technical Debt—It Amplifies It
July 29, 2026
Data expert Craig Mullins explains why decades of shortcuts become tomorrow's AI failures as organizations reckon with poor data quality
ArticlesIBM i 7.5 TR8 and 7.6 TR2 Highlight ‘Zero Downtime’ Aspirations—and the Value of Community Input
July 28, 2026
The IBM i team highlights enhancements from the latest round of Technology Refreshes
ArticlesCreating a Containerized Application on Z: A Step-by-Step Guide
July 23, 2026
In this edition of 'The IBM Z Experience,' Joe Gulla extends a banking application consisting of CICS transactions and data in Db2 databases
PodcastsWhy Your Enterprise Data Isn’t Good Enough for AI, With Craig Mullins
July 22, 2026
Craig Mullins, author of "The Cost of Good Enough Data: Why Modern Architectures Fail at Scale," goes on IT Social Hour to explain how AI is changing data management standards
Press ReleasesCraig S. Mullins Announces New Book: The Cost of ‘Good Enough’ Data: Why Modern Architectures Fail at Scale
July 2, 2026
The veteran database expert and technology author warns of a growing crisis of data debt that threatens AI initiatives, increases operational costs, creates compliance risks and undermines business decision-making.