SEARCH RESULTS

If you currently use Pinecone, Validiti Witness delivers the same retrieval outcome — on your hardware, no GPU.

For developers building applications that need to retrieve the right record fast, Validiti Witness is a sealed-binary alternative to cloud-tethered vector databases. Records stay on your hardware. Every result carries a signed citation back to the source row.

Validiti Verus

$199 / yr per seat

Records-query with signed citations. The drop-in retrieval layer.

Ingest your documents, transcripts, knowledge base — index appends in real time
Query returns the most relevant records ranked by frequency-weighted match
Every result includes a signed citation to the exact source row + timestamp
No GPU needed. No cloud. No per-query API charges that surprise you at month-end.
Append-only history — the index gets richer every day you use it, never re-trained

See details Notify me at launch

Honest side-by-side

Question	Pinecone	Validiti Witness
Where the index lives	Pinecone's cloud (multi-tenant)	Your hardware
Where your records live	Sent to Pinecone for embedding + indexing	On your hardware. Never leave.
Pricing model	Per-pod per-hour + storage tier + query volume	Flat $199/yr per seat. No metered surprises.
GPU required for indexing?	Embedding model needs GPU somewhere	No. CPU only.
Outage exposure	Pinecone outage = your app outage	Your hardware = your uptime
Subpoena surface	Subpoenas to Pinecone reach your data	No central data lake. Subpoenas go to you.
Result provenance	Top-k vector similarity score	Signed citation per result, verifiable by a third party
Update cost when records change	Re-embed + re-index batches	Append-only. Single-row updates in milliseconds.