XRM-SSD
Move Compute to Data
Transform passive storage into intelligent computing. XRM v0.3.1 enables AI reasoning directly in SSD/Flash controllers, eliminating PCIe bottlenecks and reducing system-level energy consumption through intelligent data filtering and processing.
Three-Stage Architecture
XRM's innovative three-stage processing pipeline optimizes AI reasoning directly in storage controllers
Initial data filtering and relevance scoring. Entropy compute offloads ~40% of CPU work to the SSD controller.
Vector search and product quantization (PQ) acceleration. Supermemory integration maintains persistent context.
Result aggregation and quality assurance. Sub-2ms P99 latency ensures real-time responsiveness.
Application Scenarios
XRM-SSD excels in real-time AI workloads requiring low latency and high throughput
Real-time threat detection with sub-millisecond latency. Identify anomalies in access patterns before data exfiltration.
92% accuracy, 1.4ms avg latency
Agentic retrieval pipelines with persistent memory. Achieve 3× throughput improvement over standard RAG.
850–900 RPS, 82% context relevance
On-device AI inference for object detection and tracking. Reduce bandwidth and latency in edge deployments.
Real-time processing, 35% power savings
Technical Specifications
Get in Touch
Interested in XRM-SSD for your AI infrastructure? Contact us to discuss your PoC requirements.