Interoperability Doesn't Start with Data. It Starts with Metadata

We spend a lot of time talking about moving data between systems.

Far less time is spent asking whether the receiving system actually understands what it received.

That's the role of metadata. Metadata carries the context that allows data to be interpreted, governed, protected, and reused. Without it, systems may exchange information successfully, but they cannot consistently make correct decisions about that information.

As defense systems become more composable—and AI begins consuming the same data as human operators—the importance of metadata only grows.

We're entering an era where moving data is no longer the hard problem.

Trusting it is.

I think the future of defense interoperability will depend less on building more interfaces and more on ensuring that the right metadata persists with the data from creation through consumption.

Because data without context isn't authoritative.

It's just another message.