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
ArticlesWhere Does Amazon Bedrock Fit in the Enterprise AI Stack?
September 9, 2026
AWS is reporting strong demand for Bedrock, but where should enterprises actually place it in the AI stack, particularly those coming from mainframe environments?
ArticlesClearing Up IBM Technologists’ Biggest Misconceptions About AWS (and Vice Versa)
August 26, 2026
James Roarty, chief cloud officer at Lightedge, has seen things from both sides, explaining how he went from being 'all in on cloud' to a more nuanced view
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
Use 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
Articles3 Views on AI: The C-Suite, the Worker and the Mainframer
July 30, 2026
Pat Stanard, Distinguished Engineer and chief mainframe architect for Kyndryl US, considers how perceptions of AI vary depending on one's role within the organization
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.
ArticlesWhen AI Learns From Bad Enterprise Data
July 2, 2026
It's not about the models, the agents or the RAG. It's about the information you feed to these tools, Craig Mullins writes