AI reveals the systems that were never aligned
Most organizations think AI readiness is a technology question.
In my experience, it usually isn't.
The technology is rarely the constraint.
What I see much more often looks like this:
The data exists.
The tools exist.
The teams exist.
But the systems that connect them were never designed for this moment.
Music rights infrastructure was built over decades to solve very specific problems.
Inside many organizations:
Rights data lives in one system
Financial data lives in another
Licensing logic lives somewhere else
Institutional knowledge lives in people’s heads
Then a new technology arrives - AI - and the instinct is to add it on top of the stack.
But AI does not fix fragmentation.
It exposes it.
This is where the real work begins.
What AI readiness actually requires is:
clarifying ownership
aligning data structures
making implicit processes explicit
designing systems that can actually talk to each other
Technology is the visible layer.
Infrastructure is the layer that quietly determines what is possible.
And in music, infrastructure has been evolving slowly for a long time.
Now it suddenly matters.