01
YOUR ONLY ACTION
PRIVATE
PRIVATE AI · GPU INDEX OFFLOAD
From document to searchable.
Measured live.
Upload one document and watch its live path to searchable. Then compare two fresh matched index pipelines built from every new upload vector plus the same 250K scale-data set: PAI + NVIDIA cuVS and Oracle CPU.
CHECKING SYSTEM
02
UNDER THE HOOD
ORACLE → PAI → cuVS
O
SYSTEM OF RECORDOracle AI Database 26aiVectors + native HNSW
VECTOR STREAM
COMPUTE OFFLOADPrivate AI ServicesStateless · secure boundary
CAGRA GRAPH
GPU GRAPH BUILDNVIDIA cuVSCAGRA · GPU offload
THIS RUNWaiting for upload
OBSERVED BUILD PATHAwaiting index evidence
SOURCE RETRIEVAL CHECKAwaiting document
LIVE MATCHED RUN · DATA READY → INDEXED SEARCHAwaiting upload
AFTER DOC READY
THIS UPLOAD + 250K SCALE DATAStarts automatically after the document is searchable.
After document readiness, both verified 250K data-ready lanes receive every vector from this upload. GPU runs first and CPU second; each fresh index must retrieve an uploaded vector.
VECTORS IN THIS UPLOADWaiting for Oracle rows
MEASURED ROW COUNT
— stored vectors0 observations
PAI GPU DEVICEAwaiting metrics
DCGM
—%GPU UTILIZATION
VRAM —Awaiting sample
Device samples can miss short builds.
ORACLE 26AINative index state
PER UPLOAD
INDEX STATUSWAITING
VECTORS—
BUILD PATH—
OBSERVED INDEX EVIDENCE
Upload a document to inspect its index.
LIVE ACTIVITYRecorded run events
0 EVENTS
Upload a document to begin the live trace.