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How We Built rnsu.net

$5,000 infrastructure. $0/month in cloud AI. Here is exactly how.

Live readout from this site's backend
Site search, instantly
searchable sections across pages
For the curious: keyword + meaning-based search, fused.
All AI runs on our hardware
$0/month
in cloud AI bills. Your data never leaves the machine.
For the curious: , -dim, served by LM Studio.
Always current
Try the search yourself — press Ctrl K
For the curious: index regenerates automatically; the timestamp above is the last refresh.

Numbers above are pulled live from this site's backend — refresh to re-fetch.

What this means for your business
Predictable monthly bills.

Local hardware costs are one-time, not metered. No surprise overage when traffic spikes.

Your data stays put.

No customer text, document, or query is sent to a third-party AI service. Helpful when compliance, privacy, or trust matters.

No vendor lock-in.

Models swap in and out. If a better one ships next quarter, we use it. You're not married to one provider's pricing or roadmap.

The Stack

Every component, what it does, and what it costs

Component What Cost
Hosting Cloudflare Pages (free tier) $0/month
Domain rnsu.net via Cloudflare ~$10/year
SSL / CDN Cloudflare (included) $0/month
Frontend Static HTML/CSS/JS, Materialize CSS $0
Chatbot AI LM Studio + Qwen 3.5 4B model, running on local hardware $0/month
Backend Python FastAPI on local server $0/month
Tunnel Cloudflare Tunnel (free) $0/month
Worker Cloudflare Worker (free tier) $0/month
Server Hardware Workstation with GPU (runs LM Studio + backend) ~$5,000 one-time
Total Monthly $0
Total Infrastructure ~$5,000 one-time

Architecture

How every request flows from your browser to local AI and back

When you visit www.rnsu.net:

  1. Cloudflare Pages serves the static site (HTML, CSS, JS) — globally cached, fast everywhere
  2. When you use the chatbot, your message goes through a Cloudflare Worker (CORS proxy)
  3. The Worker forwards to our local server via Cloudflare Tunnel
  4. Our FastAPI backend sends your message to LM Studio running a Qwen 3.5 model
  5. The AI response comes back the same path — your data never touches a cloud AI service
Every component is either free-tier cloud infrastructure or runs on hardware we own. There are no per-request charges, no API keys burning money, no usage-based billing surprises.

What This Would Cost on Cloud

The same functionality, priced with typical cloud AI services

Equivalent Cloud-Hosted Setup
Equivalent cloud VM (compute + GPU) ~$5,000/month
Cloud AI API costs (OpenAI / Azure OpenAI) Variable — scales with usage
Cloud total over 12 months $60,000+/year
Typical cloud approach $5,000+/month, ongoing forever
MIA approach (this site) ~$2,000 hardware, then $0/month
For larger workloads: hardware that replaces $5,000/month cloud VMs can be built for $20,000 or less, plus install and setup. The breakeven? About 4 months.

We Can Build This For You

Every MIA project follows this same philosophy

verified Build once, own forever

No subscriptions, no vendor lock-in. You own the infrastructure and the code. Walk away anytime with everything you paid for.

dns Local-first

Your data stays on your hardware. We default to local deployment because it saves money and gives you control over your information.

cloud_done Cloud when it makes sense

Azure for global scale, compliance, or disaster recovery. We have 5+ years of cloud experience when the situation calls for it.

device_hub Edge hosting available

We can host and manage your infrastructure at our facility in Miramichi. Cloud-like convenience, local-like economics.

Whether you need a chatbot, a document processing pipeline, or a full automation platform — the economics work the same way.

Let's build something like this for your business

Same philosophy. Same economics. Tailored to your workflow.

Let's Get Started Compare Deployment Costs