Why this blog? Most AI pilots prove that a model can work. Far fewer become dependable capabilities that deliver value at scale. The gap is rarely the model alone, it.

Why this blog? Interoperability makes clinical information easier to exchange, but not necessarily easier to use. When evidence remains fragmented across systems, reviewers still spend time searching, interpreting and validating.