The Vector Store That Works for You
Purpose-built for organizations that need high-performance AI vector search without surrendering data sovereignty.
Everything You Need, Nothing You Don't
A tightly-engineered feature set that covers every layer of secure, distributed vector storage.
End-to-End Encryption
AES-256-GCM encryption is applied to every vector fragment before it leaves the central server. Only authorized clients hold decryption keys.
Gossip Protocol Routing
Nodes discover and communicate with each other using a gossip-based protocol, ensuring resilience even if many devices go offline.
HNSW Vector Indexing
Hierarchical Navigable Small World graphs enable approximate nearest-neighbor search at sub-millisecond speeds across distributed nodes.
Zero-Trust Architecture
No device is trusted by default. Every read/write is authenticated and authorized via your organization's identity provider.
Lightweight Client Agent
A minimal background app on participating devices uses only idle storage and bandwidth — no impact on device performance.
WiFi & Bluetooth Retrieval
Data fragments are fetched via local network protocols, minimizing internet bandwidth usage and latency for on-campus or in-office use.
Designed for Resilience
A three-layer architecture that balances centralized intelligence with distributed storage.
Application Layer
Your AI application sends vectors here. Simple REST or gRPC API. SDK available for Python, Node.js, and Go.
- REST API
- Vector ingestion
- Query endpoint
- SDK clients
Index Layer
A lightweight central index tracks vector locations using HNSW. No raw data is stored here — only metadata and routing tables.
- HNSW indexing
- Gossip routing
- Fragment registry
- Auth gateway
Storage Layer
Encrypted vector fragments live on participating devices within your organization. Accessed via WiFi or Bluetooth on local networks.
- Device agents
- AES-256 storage
- WiFi/BT retrieval
- Auto-replication
Built for Real Organizations
Whether you run a university or an enterprise, Willustore adapts to your infrastructure and compliance needs.
Universities
Academic AI without cloud dependency
- Store research embeddings and academic model data on student/faculty devices
- Comply with FERPA and GDPR — data never leaves campus network
- Save up to 95% vs commercial vector database providers
- Power LLM-based student tools: tutors, search, recommendations
- Faculty research data stays encrypted on university-owned devices
Enterprises
Private AI infrastructure at scale
- Internal knowledge base and semantic search across all documents
- Customer data never touches third-party AI providers
- Audit trail for every data access — full compliance reporting
- Scales automatically as your employee base grows
- Integrates with existing SSO and enterprise identity systems
Transparent, Usage-Based Pricing
No hidden fees. No vendor lock-in. Scale as you grow.
Starter
For small teams exploring decentralized storage.
- Up to 10 participating devices
- 10 GB distributed storage
- Basic HNSW indexing
- Community support
- Standard encryption
Organization
For universities and mid-size enterprises.
- Unlimited devices
- 5 TB distributed storage
- Advanced HNSW + gossip protocol
- Priority support & SLA
- SSO / SAML integration
- Compliance reports
- Admin dashboard
Enterprise
For large institutions with custom requirements.
- Everything in Organization
- On-premise deployment option
- Dedicated support engineer
- Custom SLA & legal
- Advanced audit logging
- API & SDK access
Ready to Deploy Willustore?
Our team will help you configure and deploy your private vector store in under an hour.
Book a Demo