This series says “under twenty minutes” in eight different places and never once shows the twenty minutes. Here they are.
Almost every enterprise data integration begins the same way: make a copy. Move the files somewhere the new tool can read them, build a pipeline to keep the copy fresh, then rebuild the permissions that did not come with it. The copy is the project. It is where the thirteen weeks go.
Reading the data where it already sits removes that step, and removing it is what makes the rest fit inside a coffee break.
Twenty minutes is not a faster version of the old process. It is the old process with the copying taken out.
An appliance that arrives empty is a project. Generate ships with connectors to where enterprise records already live, so minute six is a configuration screen, not a sprint.
Reads directly from NetApp® ONTAP snapshots. No migration, no second copy — and archived volumes are readable too.
Access controls carry through from the source systems. If a person cannot open a file, the AI acting for them cannot either.
Try an agent against production data without touching the live environment, so accuracy is checked on real records.
Ask any vendor where the second copy lives — and what keeps it current.
The diagnostic questions that go with the five criteria above are in From Empty Infrastructure to Working AI in 20 Minutes. On what sits in those volumes: What’s in Storage. On one governed copy across a split estate: Hybrid Isn’t Indecision.
Full series — iterate.ai/partners/netapp/papers.
A joint educational series on private AI and the AIPod Mini. NetApp — the governed data-control layer. Iterate.ai — the private intelligence layer.
