Desktop & app delivery
Role-based workspaces, browser access, packaged applications and persistent user sessions.
Office · business · admin · branchAIOTOR PIXELD · WORKSTATION TO GPU CLOUD
One compute platform for desktops, GPU workstations, research and GPU cloud.
PixelD is the execution platform between users, applications and managed compute: standard Workstations, GPU Workstations, Research Workstations, GPU Cloud, VDI and virtual apps, CAD/3D, Unreal-class interactive streaming, controlled development, managed application runtime and immersive VR/XR.
Real-time visual compute4K workstation profiles, graphics, engineering and interactive workloads over WAN.
One managed environmentDesktops, packaged apps, development workspaces and approved application runtimes.
Security + resilience around computeKIVVEC security intelligence and KVFES protected data can surround the PixelD operating path.
4K + 3DHigh-fidelity workspace
AI + GPUAccelerated workloads
Apps + RuntimeBuild · run · manage
WORKSTATIONDesktop · apps · browser
GPU WORKSTATION4K · CAD · 3D · Unreal
RESEARCHAI · vision · simulation
GPU CLOUDTraining · inference · render
ENDPOINTSExisting devices · Edge · Desktop
PIXELD PRODUCT FAMILY
Choose a desktop, accelerator or endpoint — not an infrastructure maze.
PixelD presents compute through products people can understand. The underlying CPU/GPU capacity can change without forcing researchers, engineers and business users to start from cloud infrastructure controls.
01
Workstation
Persistent managed desktop for everyday business and technical work.
Standard / flexible compute →02GPU Workstation
Interactive accelerated desktop for engineering, Unreal, 3D and AI development.
GPU-first interactive compute →03Research Workstation
Full desktop UI with notebooks, vision, simulation, code and governed project data.
Desktop first · GPU attachable →04GPU Cloud
Elastic GPU capacity for workstations or headless training, inference, rendering and simulation.
Desktop optional →05PixelD Edge
Dedicated Edge Mini plus compatible existing devices as lightweight access points.
Launching 8 Nov 2026 →06PixelD Desktop
Planned local/offline desktop with connected PixelD workspace mode.
Local + connected →PIXELD IN ONE MINUTE
Move the working computer into controlled infrastructure.
Think of PixelD as the operating fabric between people and centralized compute. It can deliver a normal virtual desktop, a 4K GPU workstation, a research environment, an Unreal-class interactive application, a development workspace, a managed business application or an immersive XR session without turning each use case into a separate infrastructure island.
1 · USER / DEVICE
Browser · laptop · thin client · tablet · qualified headset
The endpoint is the interaction surface—not necessarily where the heavy workload runs.
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2 · PIXELD FABRIC
Identity · session · application · policy · lifecycle
PixelD places the user into the right managed environment and operating profile.
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3 · COMPUTE + DATA
CPU · GPU · RAM · applications · project state
The workload executes where performance, governance, recovery and economics make sense.
VDI + VIRTUAL DESKTOPSBusiness desktops and virtual appsCentralized workspaces, browser access and controlled application delivery.4K REMOTE WORKSTATIONGPU engineering and visual computeCAD, 3D, visualization, simulation and high-fidelity technical work.UNREAL + INTERACTIVE 3DReal-time applications and streamingUnreal-class experiences, games, simulations and Pixel Streaming-oriented workloads.AI + RESEARCHScientific and accelerated workspacesVision, notebooks, robotics, simulation and research tools on centralized compute.VR + XRImmersive computeHeadset-oriented simulation, training, engineering review and interactive worlds.DEVELOPMENT + APPSControlled build and application runtimeDeveloper environments, managed releases and private application execution.
PIXELD USE-CASE MAP
From ordinary VDI to specialist visual, scientific and immersive workloads.
PixelD should be understood by the workload it enables. Start with a familiar virtual desktop or application-delivery problem, then extend the same managed fabric into GPU, research, development or immersive compute where required.
01VDI + virtual desktopsPersistent or role-based desktops for business, branch, regulated and technical users.
02Virtual applicationsDeliver approved applications without rebuilding the full endpoint stack.
03Secure browser / thin-client accessBrowser-first or managed endpoint access to centrally governed workspaces.
044K GPU remote workstationHigh-resolution interactive workstation profiles on centralized CPU/GPU compute.
05CAD · CAM · CAE · 3DEngineering design, modelling, visualization, simulation and technical review.
06GIS + imaging + specialist graphicsHigh-fidelity visualization paths for GIS, imaging and other graphics-heavy specialist tools.
07Unreal + interactive streamingReal-time 3D applications, simulations, games and Pixel Streaming-oriented workloads.
08AI + research workstationComputer vision, notebooks, robotics, scientific visualization and accelerated research.
09Controlled developer workspaceEditor, terminal, repositories, build/test/debug and governed delivery environments.
10Managed application runtimeRun approved internal or private applications with centralized lifecycle and resource policy.
11Branch + continuity workspacesStandardized environments for distributed teams, recovery sites and temporary operational capacity.
12VR / XR immersive computeSimulation, training, engineering walkthroughs, research and interactive worlds.
MEASURED INTERACTIVE PERFORMANCE
4K is not a decorative claim — it has been qualified on the running PixelD path.
Current qualification measured a live 3840×2160 Unreal Editor workload through the general PixelD workstation path. The figures below are workload-specific evidence, not a promise that every WAN or workload will behave identically.
3840×2160Live workstation surface
59.52 FPSMean decoded rate in qualification
8.14 msMean measured server video path
0 / 0Packet loss / dropped frames in the qualification runs
Internal qualification, 19 Oct 2026, on the current constrained test host. End-to-end user experience depends on WAN quality, workload, endpoint capability and assigned compute profile; 8.14 ms is the measured server video path and is not an input-to-photon latency claim.
Interactive 3D proof: an internally developed real-time game has also been run on PixelD, demonstrating interactive 3D application execution on the fabric. VR headset display, tracking, motion-to-photon and controller paths remain device-specific qualification items before production performance claims.
BEYOND THE VDI CATEGORY
One compute fabric. Multiple ways to work.
Traditional VDI starts with delivering a desktop. PixelD starts with the workload and gives IT one controlled environment for interactive desktops, applications, high-compute work, development and managed runtimes.
Engineering & visual compute
4K workstation profiles for CAD, 3D, visualization, simulation and other graphics-intensive work.
CPU · GPU · 3D · real-timeAI, vision & research workspaces
Centralized accelerated environments for notebooks, AI tooling, computer vision, research and model-driven workflows.
AI · ML · vision · scienceCompany-controlled dev environments
Give developers approved tools, repositories and build environments without distributing the entire infrastructure to endpoints.
Build · test · debug · governHost approved applications
Run qualified PixelWeb and internal application releases on managed private endpoints with health and rollback controls.
Private endpoint · release · rollbackOne control model
Manage compute profiles, application sets, access, support and environment lifecycle centrally instead of per workstation.
Provision · observe · support · scaleVR, simulation & interactive worlds
Run immersive applications and real-time 3D experiences on PixelD-managed CPU/GPU compute. Headset display, tracking and input paths are qualified per device and deployment.
VR · XR · simulation · gamesWHY PIXELD
A new compute model — not another remote-screen feature list.
The commercial value is simple: reuse capable endpoints, centralize expensive compute, standardize application environments and keep high-value data under organizational control.
Buy better compute centrally.
Extend endpoint life and avoid peak-sizing every user device for workloads that only some people need some of the time.
Give the workload the profile it needs.
Move from office productivity to engineering, visualization, simulation, development and GPU-backed work without rebuilding the endpoint estate.
Keep the working environment governed.
Centralize applications, project data, access policy and support around the compute environment instead of distributing the full working set to every device.
FIVE ENTERPRISE OUTCOMES
Experience, control, security, resilience and efficiency—designed together.
PixelD should be evaluated as an operating model for high-value work, not only as a remote-display protocol.
Interactive work across imperfect networks.
Adaptive visual delivery, high-resolution workstation profiles and workload-aware compute are designed to keep demanding work usable across distributed locations.
Centralize the environment, not the user.
Applications, compute profiles, project environments and support stay centrally managed while users retain device flexibility.
Keep sensitive work closer to governed infrastructure.
Centralized data paths, private application endpoints and KIVVEC security intelligence can reduce the amount of high-value working state scattered across endpoints.
Recover the work environment, not thousands of devices.
KVFES snapshots, versions and disaster-recovery workflows can protect the data foundation underneath PixelD environments.
Right-size compute around demand.
Extend endpoint life, centralize premium CPU/GPU capacity and avoid sizing every user device for peak workloads that are only occasionally required.
PACKAGED APPLICATION ENVIRONMENT
Open the workspace and get to work — without building a workstation one application at a time.
PixelD can package the tools a role needs into the managed desktop, from everyday Office applications to demanding engineering and visualization software.
PixelD Office — Write · Sheets · Presentation · Draw · PDF · NotesEngineering & CAD — FreeCAD and technical design tools3D & Real-time — Blender · Unreal-class visualizationDevelopment — VS Code · terminal · browser · notebooksScience & Research — robotics · molecular visualization · AI / vision toolsBusiness — Mail · CRM · ERP · dashboards and internal applications
ONE WORKSPACE · MANY WORKLOADS
From office work to serious engineering and research.
PixelD is designed so the workspace follows the user while the compute profile follows the workload.
Engineering & CAD
Product design, technical drawing, CAD review and model interaction.
3D, real-time & immersive
Blender-class modelling, Unreal-class visualization, interactive games, VR/XR experiences and simulation.
Development & AI
Developer tools, terminals, notebooks, browsers and accelerated project environments.
Research & science
Robotics, molecular visualization, simulation and shared institutional compute.
Business applications
ERP, CRM, analytics, dashboards and controlled internal tools.
Office & documents
Documents, spreadsheets, presentations, PDF workflows and daily productivity.
Training & labs
Repeatable role-based environments for classrooms, technical labs and temporary teams.
Secure operations
Governed desktops for distributed branches, contractors, administrators and remote experts.
HOW THE MODEL CHANGES
The endpoint becomes the window. Compute lives where it makes business sense.
PixelD separates interaction from execution so organizations can modernize compute independently from the device lifecycle.
ACCESS / DISPLAY DEVICE
Laptop · thin client · tablet · browser · qualified VR headset
The edge focuses on display, input and secure access; immersive endpoints add headset-specific tracking and controller integration.
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PIXELD WORKSPACE
Applications · session · policy
Users enter a consistent workspace with centrally governed applications and desktop state.
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PREMIUM COMPUTE
CPU · GPU · RAM · data
Shared or dedicated profiles can be right-sized around workload and security requirements.
AIOTOR WORK SUITE + PIXELD
The high-performance desktop is only one part of the workday.
AIOTOR Mail, Drive, Office, Meetings and Remote Control sit around PixelD so users can move from communication to files, documents, collaboration, compute and support without leaving the product family.
MAILBusiness communicationInbox, folders, search, calendar and message workflows.DRIVEFiles + sharingGoverned files, stable identity, search and collaboration.OFFICEWrite · Sheets · PresentationEveryday content work already inside the workspace.MEETINGSBrowser collaborationGuest join, screen sharing and project review.REMOTEEndpoint supportAttended assistance and managed endpoint control.PIXELD DESKTOPReal-time 4K computeWAN desktop with centralized applications and data.
Mail · Drive · Office · Meetings · Remote
Same family · heavier compute when needed
RESEARCH · EDUCATION · ENGINEERING
A full research desktop first. Accelerated compute behind it.
Researchers enter a complete managed desktop with notebooks, code, vision, simulation and governed project data. Standard, GPU, High GPU or Multi-GPU profiles can be attached according to workload and deployment policy.
PIXELD APPLICATION HOSTING
Run more than desktops. Manage approved applications too.
PixelD can provide the controlled application environment behind PixelWeb deployments, keeping public exposure at the gateway while application endpoints, resources and release lifecycle remain centrally managed.
DESKTOPS · DEVELOPMENT · APPLICATION HOSTINGExpose the service—not the server.
Route public requests through the gateway while the application itself remains on a controlled internal endpoint.
Activate, health-check and roll back.
Use versioned artifacts and centralized lifecycle operations instead of editing a live public server in place.
Keep execution bounded.
Apply deployment-specific resource, network and service policies around the application environment.
Hosting and isolation profiles depend on deployment configuration and qualification.
PIXELD DEVELOPMENT WORKSPACE
Give developers the workspace—not broad access to the infrastructure.
PixelD can become the controlled development environment, PixelWeb the build and publishing layer, and KIVVEC the security qualification gate before an application reaches production.
PIXELDDevelopEditor · build · test · debug inside an isolated workspace.
→PIXELWEBPackageCreate a controlled deployable application artifact.
→KIVVECQualifySecurity testing, runtime evidence and approval.
→PIXELD PRODUCTIONHost + manageRun the approved artifact in a centrally managed application environment with a tighter capability profile.
PIXELD BY INDUSTRY
Sell the outcome each industry already cares about.
The same compute fabric can be shaped differently for regulated finance, industrial engineering, healthcare research, public-sector operations, education and distributed branch estates.
Regulated workspaces + operational continuity.
Analyst, developer, branch, privileged-operation and BCP environments with centralized data, controlled access and recovery-oriented infrastructure.
Engineering, plant support + industrial AI.
CAD and 3D review, remote experts, supplier collaboration, plant applications, visualization and AI-assisted industrial workflows.
High-compute research without workstation sprawl.
Medical research imaging, scientific visualization, AI/ML, shared laboratory environments and remote specialist access under institutional control.
Private compute for distributed, regulated operations.
Government desktops, technical applications, secure administration, research environments and branch access with deployment control.
Give every learner access to serious compute.
Engineering, AI, programming, robotics, simulation and 3D tools from institutional compute to laptops, labs and lower-cost endpoints.
Central applications across distributed locations.
Standardized branch workspaces, role-based applications, remote support and rapid environment updates without rebuilding every endpoint.
PIXELD + KVFES
High-performance compute deserves a resilient data foundation.
Pair PixelD visual compute with KVFES protected storage, snapshots, version history, fast recovery and disaster recovery so high-value workspaces can recover cleanly without scattering project data across endpoints.
PIXELD PILOT
Choose one expensive workload. Prove the experience and economics.
Start with a controlled team, application set and compute profile. Measure interaction quality, application performance, support effort, endpoint reuse and operational control before expanding.