AI Glossary
A vector database stores and retrieves embedding vectors efficiently, enabling similarity search for RAG and recommendation workflows.
A vector database stores and retrieves embedding vectors efficiently, enabling similarity search for RAG and recommendation workflows.
It is a specialized store for finding nearest-neighbor vectors at scale.
Vector databases index embedding vectors for approximate nearest-neighbor search, often alongside metadata filters for permissions and hybrid retrieval.
They are infrastructure for semantic search and RAG at scale.
Menlo Park AI-powered label-free single-cell morphology platform spun out of Stanford for research and regulated environments
Why it matters Deepcell's April 2026 REM-I OnSite launch enables fully air-gapped single-cell analysis on-device — a deployment option pharma and…
View profile →Philadelphia digital pathology platform company embedding AI-native intelligence in Concentriq for labs and life sciences
Why it matters Proscia argues pathology AI should be woven into the platform layer — not bolted onto legacy digital slide…
View profile →Salt Lake City TechBio company industrializing AI-driven drug discovery with clinical-stage assets including REC-4881
Why it matters Recursion is a reference implementation of TechBio: petabyte-scale biological data generation, in-house compute, and clinical readouts that test…
View profile →A "data intelligence platform" and one of the most highly valued private AI infrastructure companies, still…
Why it matters Databricks sits at the center of how many large enterprises actually build and run AI models against their…
View profile →Founder
David West is listed as a founder of Proscia based in United States on Brel Digital’s verified company…
Founder
Coleman Stavish is listed as a founder of Proscia based in United States on Brel Digital’s verified company…
Founder
Nathan Buchbinder is listed as a founder of Proscia based in United States on Brel Digital’s verified company…
Founder
Chris Gibson is listed as a founder of Recursion Pharmaceuticals based in United States on Brel Digital’s verified…
Co-founder and Chief Executive Officer
Co-founder and CEO of Databricks, the data and AI platform company founded in 2013 by the creators of…
Founder & CEO
Founder and CEO of Deepcell, combining AI and high-resolution imaging to decode cell identity through morphology-based single-cell analysis.
REM-I platform and Axon Data Suite software for AI-powered, label-free single-cell capture, morphological profiling, and sorting using the Human Foundation Model across…
The Databricks Data Intelligence Platform, built on the open-source Apache Spark and Delta Lake projects the company's founders created, combines data engineering,…
Concentriq enterprise pathology platform with AI-native architecture, precision medicine AI portfolio, embeddings for foundation-model development, and real-world pathology image datasets for research.
Recursion OS platform combining automated experimentation, proprietary biological and chemical datasets, and AI models to discover and advance clinical-stage drug candidates across…
REM-I platform and Axon Data Suite software for AI-powered, label-free single-cell capture, morphological profiling, and sorting using the Human Foundation Model across…
Not always—some teams start with existing search stacks that add vector fields. Choice depends on scale and ops constraints.
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