Product
Endee Edge
A full vector database that runs entirely on-device. Sub-5ms queries. No cloud. No compromises. Proven on real hardware.
< 5 ms
Query latency
99%+
Accuracy
Highest
Throughput
Int8e 4×
Compression
Not required
Network
Minimal
Infrastructure
Capabilities
Built for the edge, not ported from the cloud
Ultra-Low Latency
Sub-5ms per query on-device. Real-time vector search without a network round-trip. Endee Edge keeps search local so your application stays responsive even with zero connectivity.
Fully Offline
No cloud dependency. Endee Edge works in air-gapped, remote, and intermittently connected environments. Deploy once and run indefinitely without internet access.
Low Memory Footprint
Handle 10M+ vectors on 8GB RAM. Our Int8e quantization reduces vector size by 4x while preserving recall accuracy. Ships comfortably on constrained devices with a minimal memory footprint.
Battery Efficient
Optimized for ultra-low power consumption. Endee Edge minimizes CPU wake cycles and memory thrashing to extend battery life on mobile and IoT devices.
Cross-Architecture
Native binaries for ARM64, ARMv7, x86_64, and Android (AArch64). Single codebase runs on Raspberry Pi, NVIDIA Jetson, modern smartphones, and industrial IoT hardware.
On-Device Privacy
All data stays on device. No embeddings or vectors ever leave the hardware. Ideal for privacy-sensitive applications where data must not be transmitted to the cloud.
Supported Hardware
Tested on real devices
Not a simulation. Endee Edge runs in production on these platforms today.
Raspberry Pi
ARM64 & ARMv7, tested on Pi 4 and Pi 5
NVIDIA Jetson
Jetson Nano, Orin, and Xavier
Android
AArch64, API level 26+
Linux ARM
Industrial SBCs and IoT gateways
x86_64
Industrial PCs and edge servers
Use Cases
What teams build with Endee Edge
Visual inspection on the factory floor
Match defective parts against a reference library entirely on the device, no cloud latency, no bandwidth cost.
Smart retail with offline-first search
Product visual search and recommendations that work even when the store network is down.
Medical imaging at the point of care
Run AI-powered image similarity on-device in clinics and field hospitals with no internet connectivity.
Autonomous vehicle perception
Real-time vector matching for ADAS systems where cloud latency is unacceptable and data must stay on-board.
Frequently Asked Questions
Everything you need to know about deploying Endee on edge and IoT hardware.
Bring AI to the edge
Talk to our team about deploying Endee Edge in your hardware environment. We support custom integrations for industrial and embedded systems.