Every day, someone on your staff pastes a client contract, a patient record, or source code into a public AI tool to "clean it up." No audit trail. No data-processing agreement. No way to know what left the building. That is not a policy problem — it is an infrastructure problem. We fix infrastructure.
The public models are powerful. They are also a black box sitting on someone else's server, training on someone else's timeline, subject to someone else's breach notice.
Every control you bought watches email, endpoints, and file shares. None of them watch an employee pasting a contract into a chat window.
No audit trail, no session record, no way to reconstruct who asked what — or what answer walked back out the door.
Your compliance officer just has to hope nobody pasted anything regulated. They did. They will again. It's not a training issue — it's a missing-option issue.
Your team needs AI productivity. Your contracts and regulators need data custody. Those two requirements only meet in one place: a model that runs on hardware you control, on a network we already secure.
We deploy, harden, monitor, and support a dedicated AI instance inside your environment. Your users get a URL. We get the pager. The model runs on-premises, the weights stay local, and the prompts never touch the public internet.
Because we already run your identity stack, your backups, your security layers, and your compliance posture, adding a private AI node doesn't require a new vendor, a new contract, or a new audit. It's simply another workload under your existing Xaccel agreement.
For the 80% of daily AI work that involves your proprietary data, a local 70B-class model on dedicated hardware is faster, cheaper at scale, and infinitely more compliant. For the remaining 20%, your team can still use public tools for low-stakes tasks — but now they have a safe default for the work that matters.
Your private AI instance inherits every security control we already operate for you — nothing new to learn, nothing new to audit.
PHI stays on your network. Clinical documentation and coding assistance run behind your firewall — not through someone else's API.
Model risk, AML research, and client document analysis without crossing into a cloud API your regulators haven't approved.
Privileged work product and discovery drafts stay privileged — processed on hardware inside your own perimeter.
Air-gap capable deployments, designed with CJIS and ITAR-minded requirements from day one.
Client contracts, SOWs, and sensitive communications analyzed without training a public model on your margins.
If your industry has rules about where data lives, this was built for you. Ask us — the assessment is free.
Demirari AI is the engineering partner behind our hardware and model-customization stack. For organizations that want to own the infrastructure outright, we design and deliver custom AI systems through demirari.com. For everyone else, Xaccel runs it — so you don't have to.
A free, no-obligation consultation with a senior engineer. We'll review your current AI usage (official and shadow), your compliance requirements, and your workload — then hand you a written architecture recommendation whether you hire us or not.
