Private AI,
kept within
your walls.
We design, deploy and maintain self-hosted AI for confidentiality-bound firms. It runs on a single appliance inside your office — zero data leaves the building.
The tools are useful. The exposure is unacceptable.
Three quiet realities in confidentiality-bound firms today. None of them are about whether AI works — they are about where your data goes.
Cloud AI takes your data out of your control
Every prompt to a hosted model leaves your network. For a firm bound by client confidentiality, that is a custody question you cannot answer.
Generic tools weren't built for regulated firms
Consumer assistants have no concept of a principal, an engagement wall, or a retention policy. They were designed for everyone — not for you.
Your staff are already pasting client data in
Quietly, to save time. The capability is useful; the exposure is not. The answer is to give them something better, inside your walls.
Four steps. Everything stays inside.
A done-for-you engagement — hardware, deployment, training and support. You see a working system, not a science project.
An appliance on your premises
An appliance on your premises
We install a single, quiet machine — DGX Spark-class hardware — on your network. No racks, no data centre, no cloud account.
Your documents, privately indexed
Your documents, privately indexed
Contracts, memos, statements and research are indexed locally so the model can read them. Nothing is uploaded anywhere.
Staff query in plain language
Staff query in plain language
Ask in English or 繁體中文 — draft, summarise, search, reconcile. Answers cite the source documents they came from.
Principals get a full audit trail
Principals get a full audit trail
Every query by every employee is logged to an on-prem dashboard the partners control. Oversight by design.
Control isn't a feature here. It's the architecture.
The system is built so that the safe answer and the convenient answer are the same one. Nothing leaves; everything is accountable.
Isolated network
The appliance sits on a segment with no path to the public internet. Air-gapped by configuration, verified at handover.
Zero external data egress
Documents and prompts never traverse your firewall. There is no outbound model call to inspect, because there is none.
Per-employee access & logging
Named accounts, role-based permissions and engagement walls. Every action is attributable to a person.
On-prem audit dashboard
Principals review usage, queries and document access from a console that never leaves the building.
Three ways to begin.
Every engagement is scoped privately to your firm — quoted to your needs, never advertised.
Assessment
A discreet, fixed-scope review of your data, workflows and risk posture — with a written recommendation.
- On-site discovery with principals
- Use-case & data mapping
- Hardware & deployment plan
- Written recommendation
Private AI Starter
Most chosenWe deliver a working on-prem system end to end — the appliance, your indexed documents, and your team trained on it.
- Appliance supplied & installed
- Documents privately indexed
- EN / 繁體中文 assistant
- Audit dashboard for principals
- On-site staff training
Managed
Ongoing care: updates, monitoring, new use-cases and a named contact who knows your firm.
- Maintenance & model updates
- Usage & audit review
- New workflow build-out
- Priority on-site support
Built for firms that keep secrets for a living.
Family offices
Single & multi-family
Wealth managers
Private & discretionary
Law firms
Litigation, corporate, trusts
Accounting & audit
Assurance & advisory
The ones principals ask first.
Nowhere. Documents are indexed and queries are answered entirely on the appliance inside your office. There is no outbound model call, no cloud account and no third-party processor in the path.
A single DGX Spark-class appliance — a quiet desktop machine, not a server room. We supply, install and configure it on an isolated segment of your network, then hand it over documented.
Yes. The assistant is bilingual by default — staff can ask and receive answers in English or 繁體中文, including over Traditional Chinese documents. 雙語預設，無需切換。
Principals get an on-prem audit dashboard. Every query is logged against a named user with role-based access and engagement walls, so oversight is continuous rather than occasional.
Managed clients have a named contact and priority on-site support. Because the system is self-contained, there is no cloud outage to wait on — we maintain it where it lives, in your office.
A quiet conversation,
under your terms.
We meet a small number of firms each quarter. Tell us what you protect, and we will show you — privately, under NDA — exactly how it would work inside your walls.
Confidential by design. Private, on-premise AI for firms whose data cannot touch the cloud.