You’re right; it will take more than just data prep and likely more than 4 years to mature.

For example we need an architecture that allows for versioning of components, auditability, benchmarking for regression testing, etc. It also needs verifiable outputs so we can prove the output was generated without tampering.

And there are supplementary components like vector data stores so that users can store context for long running tasks.