What an AI Server Costs vs. What Cloud AI Keeps Charging
Cloud AI never stops charging you. A server you own charges you once. This page puts the two side by side with real shapes — a flat one-time build against a line that climbs every month a vendor bills your team. We lead with the break-even, not the sticker, because the month those lines cross is the number that actually matters.
Start with the break-even, not the price tag
A cloud AI plan at $25/seat/month for a 10-person team is $3,000/year — about $9,000 over three years, and it never stops. A server that runs the same models is a one-time number, and then it’s just… yours. Most owners cross the break-even line faster than they expect.
Want the math for your own team? Run it with our AI server cost vs. monthly AI fees breakdown, then tell us your numbers and we’ll find your break-even month.
Own a TIS AI Server vs. Cloud AI Subscription
The whole argument in one table — what changes when you own the hardware instead of renting it by the seat.
| Own a TIS AI Server | Cloud AI Subscription | |
|---|---|---|
| Cost shape | ✓One-time build + optional support | Per-seat, per-token, forever |
| 3-year cost (10 seats) | ✓One-time build, then just power | ~$9,000–$22,000, and climbing |
| Your data | ✓Stays in your building | Sent to a third party, may be retained |
| Model control | ✓Any open model, your rules, no rate limits | Vendor picks models, limits, and changes |
| Offline | ✓Works on your LAN, no internet needed | Dies when the API or your connection does |
| Customization | ✓Trained/tuned on your data, privately | Generic, shared infrastructure |
| Who supports it | ✓A Texas builder you can call | A ticket queue |
| When it's yours | ✓Day one | Never |
Three builds, every one owned outright
A starting frame, not a checkout. Each tier pairs a one-time build price with the monthly cloud fee it replaces. Add-ons are optional and never required to own the machine.
Starter
Small team or a single workload
one-time · owned outright
Replaces ~$200/mo in cloud AI fees
Entry GPU, owned outright
- ✓Runs a private chat model for a small team
- ✓Document search across your files
- ✓On your network, no monthly seat fees
Business
A whole-team shared server
one-time · owned outright
Replaces ~$300/mo in cloud AI fees
NVIDIA RTX 6000-class pro GPU, owned outright
- ✓Serves your whole team at once
- ✓More headroom for bigger models
- ✓Tuned on your data, privately
Multi-GPU
Heavy or multi-model work
one-time · owned outright
Replaces ~$600/mo in cloud AI fees
Dual pro GPU up to 96GB VRAM, owned outright
- ✓Runs several models in parallel
- ✓Built for the heaviest workloads
- ✓Scales as your team grows
Optional add-ons — on-site install, team training, and an ongoing support plan — are quoted separately and never required to own the hardware. Compare full builds on the Custom AI Servers page, or see AI Workstations for single-seat machines. Serving businesses across all of Texas.
Pricing questions
How is a one-time price cheaper than a monthly subscription?+
A subscription bills you every month for as long as you use it — and the bill grows with every seat and every price hike. A server is a single number paid once. After the break-even month, you’re running the same kind of models for nothing but power, while the subscription keeps charging forever.
What’s NOT included in the build price?+
The build price covers the server hardware, configured and ready to run your models. On-site install, team training, and an ongoing support plan are listed as optional add-ons — useful, but never required to own the machine. We show them separately so there are no surprises on the invoice.
How fast do most businesses break even?+
It depends on your team size and what you’re paying per seat today, but most owners cross the break-even line faster than they expect — often well inside the first year once a few people are using AI daily. We put your real numbers side by side before you commit to anything.
Why a custom quote instead of a fixed cart price?+
AI server builds are spec-dependent — the right GPU, memory, and storage change with the models you run and the size of your team. A fixed cart price would mean overselling some businesses and undersizing others. A quote lets us size it to what you actually need, and lock the number before any build starts.
Get the number that fits your team
Tell us your team size and what you’re paying for cloud AI today. We’ll put a one-time build price next to it and show you the break-even — no sales pressure, just the math.