Question 1

What is Insight Vector Bridge?

Accepted Answer

Vertical AI is industry-specific artificial intelligence—trained on your domain vocabulary, workflows, and data—not a general-purpose chatbot that guesses at your business. VectorBridge is a universal vector database migration tool that moves float32 embeddings between ChromaDB, Qdrant, Weaviate, Pinecone, pgvector, and FAISS using CHORUS binary transport — 5.55× less bandwidth than REST JSON. It blocks metric mismatches before migration starts and runs post-migration semantic validation to prove search behaviour is preserved.

Question 2

What does VectorBridge vertical AI do? (1)

Accepted Answer

5.55× less wire bandwidth — 6,019 KB vs 33,400 KB per 1K vectors at 1536-dim

Question 3

What does VectorBridge vertical AI do? (2)

Accepted Answer

MetricMismatchError guard — cosine vs L2 migrations blocked before silent corruption