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L3Data & Storage

Vector databases, embedding stores, and data platforms purpose-built for AI workloads — retrieval, indexing, and persistence.

84 companies · 9 segments · 2,009 open roles · Updated July 2026

AI Data Tools

8 Companies
Embeddings & Search Infrastructure
NL-to-SQL / AI Queries
Web Data Collection

Data Integration & Pipelines

6 Companies
Data Transformation
Full-Service Data Ops

Data Labeling & Annotation

15 Companies

Data Platforms & Warehouses

20 Companies
Event Streaming
Realtime Analytics

Data Quality & Governance

2 Companies
Data Catalog & Governance

Object & File Storage

3 Companies
High-Performance Object Store
High-Performance Parallel File System

Search Engines

14 Companies
RAG / Enterprise Search

Unstructured Data Processing

2 Companies
Document Parsing & Extraction

Vector Databases

14 Companies
AI Memory Stores
Specialized Vector DB
Vector Extension / Embedded