TORmem delivers patented, memory-centric infrastructure built for AI factories, hyperscale data centers, and HPC. Our platform transforms memory into a shared, scalable, high-performance fabric resource for next-generation AI systems.
High-performance AI inference
Enterprise-grade AI edge server engineered for demanding AI inference, large language model deployment, computer vision, and high-performance computing workloads.
GPU server
NVIDIA RTX PRO™ 6000 Blackwell Server Edition NVIDIA RTX PRO™ 6000 Blackwell Max-Q Workstation Edition able to contain 1 GPU + 1 CX7
1U Rackmount with 1+1, 80-PLUS Titanium, 2000W CRPS
GPU server
NVIDIA RTX PRO™ 6000 Blackwell Server Edition NVIDIA RTX PRO™ 6000 Blackwell Max-Q Workstation Edition NVIDIA H200 NVL able to contain 2 GPU + 1 CX7
2U Rackmount with 1+1 redundant 2700W CRPS, 80-PLUS Titanium
GPU server
4U rackmount GPU server. Designed for AI / HPC / inference clusters
Ready for PVT. Will be released
GPU server
NVIDIA RTX PRO™ 6000 Blackwell Server Edition NVIDIA RTX PRO™ 6000 Blackwell Max-Q Workstation Edition NVIDIA H200 NVL
Enhanced airflow for reliable cooling of 600W GPUs and accelerator cards
Compute server /Storage server
all flash storage, for compute server & storage server & memory appliance
1U Rackmount with 1+1, 80-PLUS Platinum, 1000W Slim PSU
Storage server
all flash storage, single socket
1U Rackmount with 1+1 hot-swap 1600W slim RPSU
Storage server
all flash storage, dual socket
1U Rackmount with 1+1, 80-PLUS Titanium, 2000W CRPS
Storage server
Cold storage and backup solution
4U Rackmount with 2+2, 80-PLUS Platinum, 800W CRPS
Replacement Dell PowerEdge R7625
Replacement Dell PowerEdge R7625
2U Rackmount with 1+1, 80-PLUS Platinum, 2000W CRPS
Multi-terabyte, RDMA-powered memory systems operating as rack-level and fabric-level memory pools for CPU and GPU clusters — enabling true disaggregated memory, dynamic expansion, and shared memory services.
Integrated solutions combining TORmem memory, GPU/CPU servers, and high-speed networking to deliver turnkey platforms for AI factories, large-scale inference/training, and HPC.
A software-defined control layer that orchestrates disaggregated memory across CPU, GPU, and AI workloads — enabling pooling, telemetry, and memory-centric operations.
x86, ARM, GPU, heterogeneous accelerators
Production-grade RDMA architecture
From a single rack to hyperscale AI factories
The TORmem M1000 is a production-ready memory disaggregation appliance built on AMD Turin processors and high-capacity DDR5 memory.
M1000 delivers shared memory to multiple servers over fast Ethernet fabrics using RDMA and RoCEv2 lossless networking, enabling remote memory to behave as closely as possible to local system memory.
Designed for modern AI and in-memory workloads, M1000 allows enterprises to expand memory capacity, increase utilization, and eliminate the cost and inefficiency of over-provisioned servers.
The M1000 is the foundation of TORmem’s memory-centric architecture—unlocking larger models, faster in-memory workloads, and a more efficient path to scaling next-generation data-center infrastructure.
High-Performance. Open. Enterprise-Ready. 32-Port 100G Switch Optimized for AI, Storage, and Cloud Networking.
These real images of our product show the standard 19" 2 RU form factor which will be familiar to anyone who has deployed equipment in a data center. The backplane of the device hosts the high-speed connectivity to the rest of the rack, and each memory bank can be swapped out at the front. From a hardware perspective, dual hot-swappable power supplies are available.
Built, Validated, and Ready for Deployment.
TORmem offers complete rack-level system integration, incorporating GPU servers, storage server clusters, high-speed networking fabrics, and our patented memory-centric disaggregation hardware into a unified compute engine.
Every L11 system undergoes rigorous thermal profiling, packet-loss latency testing under deep queues, and synthetic AI training workloads before being shipped directly to your data center.
The F520 OTN/DWDM transport line and the full 1G–800G transceiver range — public specs, quote-based.
TORmem F520 DCM (dispersion compensation module) card — cancels the accumulated chromatic dispersion of a fiber span so high-rate DWDM channels stay within their tolerance on the F520 platform.
View specsTORmem F520 DWDM mux/demux, OADM, and AAWG cards — combine and separate wavelengths on one fiber, and add/drop channels at a node, for the F520 transport platform.
View specsTORmem F520 OTN muxponder cards — 40G/100G, 200G, and 400G cards that aggregate several lower-rate clients onto one DWDM line wavelength for the F520 transport platform.
View specsTORmem F520 NMS — the network-management card and software that give a whole F520 OTN DWDM network topology view, alarms, and provisioning from one console.
View specsTORmem F520 optical amplifier cards — C-band EDFA (including red/blue and two-stage) and O-band SOA modules that boost DWDM line power for reach on the F520 transport platform.
View specsTORmem F520 monitoring cards — OPM per-channel power/OSNR monitoring, OSW optical switching, and built-in OTDR fiber testing for the F520 transport platform.
View specsTORmem F520 OLP and OCP optical protection cards — automatically switch traffic to a backup fiber path on a line cut or channel fault, for the F520 transport platform.
View specsTORmem F520 OTN DWDM chassis — the platform frame for the F520 transport line, in 1U 4-slot, 2U 8-slot, and 5U 20-slot forms plus 1U standalone, with hot-pluggable slots and 1+1 redundant power.
View specsTORmem F520 OTN DWDM system for sale — a high-density optical transport platform in 1U/2U/5U chassis (4, 8, and 20 slots) carrying 100G/200G/400G DCO transponders and muxponders, EDFA amplification, DWDM mux/demux, and OLP protection for metro and long-haul networks.
View specsTORmem F520 DRA (distributed Raman amplifier) card — pumps gain into the transmission fiber itself to extend reach and OSNR on long-haul DWDM spans of the F520 transport platform.
View specsTORmem F520 OTN transponder cards — 10G, 100G, and 400G OEO cards that convert a grey client wavelength to a DWDM line wavelength for the F520 transport platform.
View specsTORmem 100G QSFP28 transceivers — the full reach ladder from SR4/eSR4 multimode through PSM4, CWDM4, LR4, ER4, and ZR4 single-mode, plus BiDi and DWDM, for 100GbE cluster and campus links.
View specsTORmem 10G SFP+ transceivers — SR multimode through LR, ER, and ZR/EZR single-mode, plus BiDi, CWDM, and tunable DWDM, and 16G Fibre Channel, for 10GbE server, uplink, and metro links.
View specsTORmem 10G XFP transceivers — SR/LR/LR20 through ER, ZR/ZR100/EZR, BiDi, CWDM, and tunable DWDM, for 10G links on XFP-slot routers and transport gear.
View specsTORmem 1.25G and 2.5G SFP transceivers — 1000BASE-SX/LX/ZX/EZX, single-fiber BX, and CWDM/DWDM, plus OC-48 SONET/SDH, for Gigabit access, aggregation, and transport links.
View specsTORmem 200G transceivers in QSFP56 and QSFP28-DD — SR8/SR4 multimode plus DR4, FR4, and LR4 single-mode for 200GbE aggregation and switch links.
View specsTORmem 25G SFP28 transceivers — SR/eSR multimode through LR, ER, and ZR single-mode, plus BiDi, CWDM, and tunable DWDM, and 32G Fibre Channel, for 25GbE server and leaf links.
View specsTORmem 400G transceivers in the single-lambda-per-lane OSFP112 and QSFP112 form factors — VR4/SR4 multimode, DR4 single-mode, and FR4 duplex for 400GbE server and switch links.
View specsTORmem 400G QSFP56-DD (QSFP-DD) transceivers — the full 400GbE reach ladder from SR8 multimode and DR4/FR4/LR4 single-mode to ER4 and coherent ZR/ZR+ DCO, for switch fabric and metro links.
View specsTORmem 40G QSFP+ transceivers — SR4/eSR4 and SRBD/SWDM4 multimode plus PSM4, IR4/LR4, ER4, and ZR4 single-mode for 40GbE switch and uplink ports.
View specsTORmem 50G SFP56 transceivers — SR multimode, LR single-mode, and BX10 single-fiber BiDi for 50GbE access and aggregation links.
View specsTORmem 800G optical transceivers — OSFP224, OSFP112, and QSFP112-DD modules for 800GbE AI-fabric and DWDM links, spanning short-reach VR/SR multimode through DR/DR8 single-mode and coherent ZR DCO.
View specsTORmem coherent digital optics — 400G QSFP-DD-ZR/ZR+ DCO, CFP2-DCO, CFP-DCO, and 100G QSFP28-ZR DCO, plus 25G/10G SFP28/SFP+ 50 GHz DWDM-tunable, for metro and long-haul DWDM.
View specsTORmem PON transceivers — XG/XGS-PON and EPON SFP+ OLT, GPON SFP OLT, GPON stick ONT, and EPON SFP OLT modules for fiber access networks.
View specsTORmem RJ45 copper SFP transceivers — 10GBASE-T, multi-rate 1/2.5/5/10G, 2.5GBASE-T, 1000BASE-T, and 10/100/1000BASE-T modules for copper twisted-pair links from an SFP cage.
View specsEnterprise AI inference platform powered by TORmem’s disaggregated memory architecture—enabling large-model inference, edge deployment, and cost-efficient scaling.
TORmem Certified Platforms are systems built with our ODM partners and validated by TORmem to meet performance, reliability, and compatibility standards for AI, HPC, and memory-centric workloads. They power production GPU cloud deployments with partners including Pantheon.
Focused delivery milestones supporting PoC readiness and production deployment.
All milestones are backed by active development, system integration, and ongoing customer evaluation.
Under active customer PoC and evaluation for real-world AI inference workloads.
Available for deployment on TORmem networking platforms.
Production-ready hardware platform validated for high-performance data and memory traffic.
Integrated and validated for high-throughput, low-latency memory traffic.
Available for customer PoCs, enabling scalable memory expansion over Ethernet.
Platform design initiated; development milestone in progress to support next-generation large-memory workloads.
48TB Appliance
48TB Appliance
Our product is supported by a robust memory manager which allows the administrator to monitor, control and optimize the memory allocation given to any particular client server in the rack in real-time. We believe that visibility for the administrator is a focus of our development.
TORmem is building the memory foundation of the AI era.
"We exist to ensure that memory never limits intelligence — bringing AI infrastructure to everyone."
"We believe that we are the farthest along in solving the challenge of one memory for all. As we refine our design and product capabilities, we will share performance figures with the industry that validate our unique approach."
