Architecture workbench
Map the data path before it becomes a platform decision.
Translate one Oracle-to-Azure AI workload into a transparent comparison of what may move, what should stay governed, and which validation experiment comes next.
Describe the workload
Every change recalculates the comparison and exposes its assumptions.
1,500
Use a positive whole number.
Your directional recommendation
A ranking is a conversation starter, not an approval.
Best current fit
Retrieval-augmented generation
Indexed extracts keep the workload fast to validate while preserving a clear governance boundary.
78
Driver: balanced freshness and manageable movement constraints.
Next validation experiment
Run a read-only retrieval test against a small, non-production extract. Measure answer grounding, freshness lag, and citation coverage.
Required controls: row-level access review, extract minimization, citation checks.