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Most modernization programs start with the wrong question. They ask which system is oldest or ugliest, when the question that protects the budget is which capabilities are worth modernizing at all. Score what the business does on value, performance, and risk, and a business capability heat map shows you where to invest. More usefully, it shows yo...


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In the Episode

When AI spending lands in the operating budget, the first thing many companies cut is people. This episode explains why that happens and what to do instead.

Why AI costs end up as headcount cuts: AI token spend is an operating expense, usually charged to IT, and labor is the easiest line to cut once capital and SaaS c...

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In this video, Stacy Gordon sits down with John Greisner, a management consultant at LiminalArc, to explore why AI doesn’t remove your software delivery bottleneck so much as move it. Drawing on Goldratt’s theory of constraints from The Goal, John walks through what happens once engineering gets fast and cheap: the real slow point shifts to prod...


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Discover how organizations use business capability heatmaps and domain alignment to make deliberate, data-driven, and defensible modernization decisions that deliver business value at every step of the journey.

Podcast Transcript

Stacy Gordon:

We got to build the model, the heat map, we got to do ...


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Nearly 80% of enterprise application modernization efforts fail, and the reason has nothing to do with choosing the wrong technology. In this conversation, Melissa Roberts, business architect and value engineer at LiminalArc, explains why modernization programs are designed to produce technology outcomes instead of business results, and why that ...


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