A managed Vector Lakebase for AI, unifying search, discovery, and data operations.
Product memo
AI and ML developers use Zilliz to unify vector search, discovery, and data operations at scale. It offers a managed Vector Lakebase, built by the creators of Milvus, that handles real-time vector search, lake-scale discovery, and AI data operations from a single source of truth. The platform positions itself for reliability and cost-efficiency, supporting multi-modal queries for applications with hundreds of billions of entities and thousands of queries per second.
For who
AI and ML developers and enterprises
Solves what
Unified vector search, discovery, and AI data operations at scale.
- Vector Lakebase for AI
- Real-time serving & batch analytics
In their own words
The Vector
Beyond vector databases — real-time serving, iterative discovery, and batch analytics on a single source of truth, each at the right cost, at hundred-billion data scale.
Commercial cues
Model
subscription
Free tier
Yes
Trial
30d
Pricing Strategy
- • A free tier removes friction for AI/ML developers to test vector search.
- • Tiered plans segment users by vector capacity and performance needs.
- • 30-day trial lowers adoption risk.
Operator context
Operating setup
Team
VC / larger team
LLM classification
HQ
United States
Platform
API
Audience
Developers
Social footprint
Market demand
Zilliz keyword demand
5 keywords
Market demand is Starter-tier market intelligence.
Derived from this product’s latest SimilarWeb keyword mix — directional demand, not proof.
Builder Strategy
- Strategy Type
- Niche Specialist
- Stage
- Vc Growth
- Effort
- Complex Stack
About Zilliz Expand
Zilliz offers a managed Vector Lakebase designed for AI and ML developers and enterprises. The platform unifies real-time vector search, discovery, and AI data operations, all from a single source of truth.
Built by the creators of Milvus, it handles multi-modal queries at scale, supporting applications that process hundreds of billions of entities and thousands of queries per second. Zilliz serves as a reliable and cost-efficient product, allowing teams to focus on building AI applications rather than managing complex vector infrastructure.