GPU VDI for Teams That Run Graphics-Heavy Software
Revit chokes on a federated model. The editor's timeline drops frames during playback. The data scientist's training run won't fit on a laptop GPU. The radiologist is waiting on a study to load.
You don't have a talent problem. You have an infrastructure problem.
IntelliData GPU VDI delivers workstation-class performance from any device, anywhere — backed by a named engineer who answers when you call.
Schedule a 20-minute infrastructure review
Talk to a real engineer. Not a sales bot. Not a chat queue.
Built for the software your team actually runs
Whether your bottleneck is a 2 GB Revit central file, a 4K timeline in Premiere, a PyTorch training job, or a DICOM viewer waiting on a 500-slice MRI — we size the workstation to the workload.
⚡ Dedicated GPU resources
No shared tenancy, no noisy neighbors throttling your render or training run.
💾 NVMe SSD storage
With unlimited bandwidth — large file sync stops being the bottleneck.
🌐 Low-latency private cloud
Tuned for graphics and compute workloads, not generic VMs.
🛡️ Persistent profiles
Your team's workspace, plugins, project files, and model checkpoints are where they left them.
Industries Running on IntelliData GPU VDI
| Industry | Typical software | Why GPU VDI wins here |
|---|---|---|
| Architecture, Engineering & Construction (AEC) | Revit, AutoCAD, Civil 3D, Navisworks, BIM 360, Bluebeam, Lumion, Enscape, 3ds Max | Federated BIM models render at workstation speed; designers work the same from home, job site, or HQ |
| Media & Creative Production | Premiere Pro, DaVinci Resolve, After Effects, Cinema 4D, Maya, Blender | 4K/8K timelines play back without proxies; render farms scale up without buying hardware |
| Healthcare & Medical Imaging | PACS viewers, 3D Slicer, Mimics, surgical planning suites | DICOM studies load in seconds, not minutes; PHI stays inside a HIPAA-ready environment |
| AI & Data Science | PyTorch, TensorFlow, CUDA workloads, Jupyter, RAPIDS | Training jobs run on dedicated GPUs without paying hourly spot rates that creep |
| FDA-Regulated Manufacturing & Life Sciences | SolidWorks, CATIA, validated CAD environments, 21 CFR Part 11 systems | Validated, documented environments with audit-trail discipline baked in |
| Financial Services & Quant | Bloomberg Terminal at scale, Monte Carlo simulations, risk-modeling pipelines | Compute-heavy workloads run predictably; audit and encryption posture holds up |
| DoD Contractors & Defense Supply Chain | Controlled CAD work, ITAR-scoped projects, CMMC-aligned environments | Isolated infrastructure with documented controls — configuration-dependent for CMMC Level 2 |
| Higher Education & Research | Virtual computer labs, GIS, simulation software, GPU compute for grad research | Students get workstation-class machines on Chromebooks; IT stops shipping laptops |
| Engineering & Product Design | SolidWorks, Inventor, ANSYS, MATLAB, simulation suites | FEA and CFD runs that crash laptops finish overnight on dedicated GPUs |
If your industry isn't listed and your software needs a GPU to be usable, the conversation is the same. We'll size it to your stack.
With AWS or Azure GPU Instances, Here's What You Actually Get
| Hyperscaler GPU VDI | IntelliData GPU VDI | |
|---|---|---|
| Support | Tiered ticket queue. Tier 1 reads a script. | A named engineer who knows your environment |
| Pricing | Per-hour compute + egress + storage + license + support tier | Flat monthly fee. Everything included. |
| Performance | Shared tenancy. Throttled bandwidth. Noisy neighbors. | Dedicated GPU, NVMe SSD, unlimited bandwidth |
| Outage blast radius | Region-wide. One US-East-1 incident took out Snapchat, Fortnite, Coinbase, Signal, Ring, and Roblox for hours on October 20, 2025. | Isolated infrastructure. Smaller blast radius. Faster recovery. |
| Compliance | DIY shared-responsibility model | SOC 2 Type 2 examined environment |
| Onboarding | Documentation portal | White-glove migration handled by our engineers |
The October 2025 AWS outage was traced to a hidden race condition in DynamoDB's DNS automation that cascaded through EC2 and the Network Load Balancer. Nine days later, Microsoft Azure went down for more than eight hours after what Microsoft described as "a faulty tenant configuration deployment process," grounding Alaska Airlines flights nationwide. The week of November 18, 2025, Cloudflare went down and took X, ChatGPT, and parts of nearly 40 million live websites with it.
When the hyperscaler hiccups, thousands of firms wait. That's not a partnership. That's an account number.
Real People. Real Engineers. No Chatbots.
Here's what changes when you call IntelliData:
You get a person. They know your environment. They know which seats are running CAD and which are running Premiere. They know that your render farm spins up at 4 p.m. on Thursdays. They've been on the call before. They'll be on it next time.
Support response times are governed by tier: Level 5 issues (full work stoppage) are answered in less than 1 business hour. Level 4 (significant productivity loss) in less than 2 business hours. Full response-time schedule is documented in our SLA — request current terms during your consultation.
This is what we mean by Human-Driven Technology. It's not a slogan. It's the staffing model.
Compliance Baked In, Not Bolted On
For firms working federal contracts, FDA-regulated environments, or healthcare projects with PHI on the wire, compliance is not a feature you turn on later.
- SOC 2 Type 2 — IntelliData's Hosting Platform was examined for the period January 1, 2024 to December 31, 2024 by an independent third-party auditor, against the AICPA Trust Services Criteria
- HIPAA-ready environments for healthcare and medical imaging work — configuration-dependent, BAA available
- CMMC-aligned posture for DoD contractor work — configuration-dependent
- 21 CFR Part 11–aware environments for FDA-regulated life sciences — configuration-dependent
- Documentation depth that holds up in audit — DR runbooks, access logs, change records
If your compliance officer needs to see the attestation scope, we'll walk them through it.
Who This Is For
You should call us if:
- Your team is fighting their hardware to do their job
- You've priced AWS WorkSpaces, Azure Virtual Desktop, or NVIDIA-on-hyperscaler and the line items don't stop multiplying
- Your last cloud bill had an egress charge you couldn't explain to your CFO
- Your "support" is a portal, a ticket number, and a 48-hour SLA you can't enforce
- You're chasing a CMMC, SOC 2, HIPAA, or 21 CFR Part 11 audit and your current host can't produce the documentation
- You're a growing firm and buying workstations for every new hire isn't scaling
You probably don't need us if you have a full in-house infrastructure team running your own datacenter, your team works exclusively on local hardware, and predictable monthly costs aren't a priority. We'll tell you that on the call.
What Happens on the 20-Minute Call
- We ask what software your team runs and how the workload behaves
- We ask what's broken about your current setup — be specific, we've heard it
- We tell you whether GPU VDI is actually the right answer (sometimes it isn't)
- If it is, we send a sized proposal in 48 hours with flat monthly pricing
No pressure. No deck. No "let me bring in my manager."
Ready to move? Ask about our complimentary third-party penetration test for new managed-cloud clients during the call.
FAQ
What's the difference between GPU VDI and a standard cloud desktop?
Standard cloud desktops share CPU and integrated graphics across many users — fine for browsers and Office, painful for Revit, Premiere, or PyTorch. GPU VDI assigns dedicated graphics horsepower to each workstation so 3D models, video timelines, training jobs, and DICOM studies run at workstation speed.
Will my team notice latency working from home, a job site, or a satellite office?
Our private cloud is tuned for graphics protocols, not generic compute. Most users on standard broadband can't tell they're not on a local machine. We test this with your team during onboarding before you commit.
What does it cost?
Flat monthly per seat. Firewall, backups, support, and bandwidth are included. We size the seat to the user — a senior CAD designer and an admin assistant don't pay the same rate. Pricing is built into the proposal you get within 48 hours of the consultation call.
What if we already have AWS or Azure?
We do lift-and-shift migrations. Most clients move because the bill stopped being predictable and support stopped being responsive. We can run a side-by-side cost comparison during your review.
How fast can we be live?
Most deployments are production-ready within 2–3 weeks of contract signing, including data migration and user testing. Larger firms with complex license arrangements or compliance scopes run 4–6 weeks.
Can you support hybrid setups — some users on VDI, some on local workstations?
Yes. Plenty of clients run a hybrid model — senior designers on local hardware, contractors and remote staff on VDI. We'll architect for what you actually need.
Move beyond big-box cloud.
Or call 516-268-3004 and ask for an engineer.
