Synergy Simulation

Pilot Validation Results

Feb 2026
XRM-SSD + Supermemory Synergy Proof of Concept
Real-world validation on PCIe Gen5 NVMe setup with agentic retrieval pipeline

We conducted a real-world Proof of Concept (PoC) on an agentic retrieval pipeline using XRM-SSD as the local vector/PQ storage backend and Supermemory as the application memory engine.

On a PCIe Gen5 NVMe SSD–based setup (1–4 nodes), the synergy architecture achieved:

  • • ~55–65% reduction in end-to-end latency (Avg: 3.2 ms → 1.4 ms | P99: 4.4 ms → 1.7 ms)
  • • ~3× improvement in retrieval throughput (~300 RPS → 850–900 RPS)
  • • High context relevance (up to 92%) and low hallucination risk (15%)

This demonstrates that combining hardware-optimized local retrieval (XRM-SSD) with persistent application memory (Supermemory) transforms agentic RAG into a real-time, edge-native cognitive pipeline.

For detailed configuration or to discuss your own PoC, contact: [email protected]

Performance Metrics Comparison
Pilot measured on a real 1–4 node Gen5 NVMe setup with 1M–10M vectors (PQ compressed, 384/768 dim)
MetricBaselineXRM-SSD + SupermemoryImprovement
Avg Latency~3.2 ms~1.4 ms56% ↓
P99 Latency~4.4 ms~1.7 ms61% ↓
Throughput (RPS)~300~850–9002.8–3× ↑
Pilot Hardware Configuration
Representative setup for validation

SSD

PCIe Gen5 NVMe SSD (12–14 GB/s class)

Node Count

1–4 UALink Pods (or simulated UALink fabric)

CPU

x86 / ARM Edge Node

RAM

64–128 GB

Dataset Size

1M–10M vectors (PQ / Quantized)

Vector Dimension

384 / 768

Top-K

5 / 10

Supermemory Store

Local KV + Profile Memory

Performance Comparison Charts
End-to-end Agentic RAG latency distribution (1000 runs) measured in real pilot on PCIe Gen5 NVMe SSD + Supermemory local KV store

Avg / P99 Latency + Throughput Comparison

Avg Latency (ms)P99 Latency (ms)Throughput (RPS)02505007501000
  • Baseline
  • XRM-SSD + Supermemory

Latency Distribution Histogram

Baseline shows long tail (high P99), Synergy concentrates around low peak

0123456789101112131415161718192021Latency (ms)0255075100Request Count
  • Baseline
  • Synergy

Latency Box Plot (Median, P99 Reduction)

Baseline

Min: 1.2 ms

Q1: 2.1 ms

Median: 3.0 ms

Q3: 3.8 ms

P99: 4.4 ms

XRM-SSD + Supermemory

Min: 0.8 ms

Q1: 1.1 ms

Median: 1.3 ms

Q3: 1.5 ms

P99: 1.7 ms

Pilot Validation Note

Results measured on representative Gen5 setup (Feb 2026). Full UALink hardware PoC in progress. For detailed metrics or to validate with your workload, contact: [email protected]

Interactive Comparison Mode

Before / After Comparison
Toggle between Standard RAG (Before) and XRM-SSD + Supermemory (After) to see the impact across five key dimensions
Context Relevance & Retention
XRM-SSD + Supermemory maintains high context relevance across turns
12345Conversation Round0255075100Relevance (%)
  • Context Relevance
  • Memory Retention

✅ XRM-SSD + Supermemory: Context relevance stays at 82% by round 5. Persistent memory maintains conversation coherence.

Simulation Note

This comparison mode uses real POC data from Feb 2026 pilot validation. For production deployment or custom workload testing, contact: [email protected]