Your data can't leave the building
of companies surveyed rate data sovereignty as very important.
ForSemiconductorsStandards bodiesOEMRegulated industries
Every company will run its own AI Factory. Start yours today.
Approved OEM Partner
Based on GB10, GB300, RTX PRO 6000 & H200
Sovereign AI infrastructure with a store of applications built for your industry. One platform, from a desk to your private cloud, and nothing leaves your walls.
SOC 2 Type II certified
GDPR compliant
ISO 27001 aligned
Approved OEM Partner
Based on GB10, GB300, RTX PRO 6000 & H200
Trusted by leading organizations
We work with semiconductor vendors, standards bodies, and teams in regulated industries — the organizations whose documentation is too sensitive, too technical, or too regulated for generic AI.
and more ...
If you've tried to deploy AI, you've hit one of these walls
Whether you're in a regulated industry, scaling a technical product, or running a team that handles sensitive data, these three failure modes show up the same way.
AI costs can spiral
forecast rise in AI inference costs per agentic workflow through 2028.
Custom AI is hard to sustain
of agentic AI projects predicted to be cancelled by the end of 2027.
AI-in-a-Box
Your AI Factory, inside your walls
A Dell machine, NVIDIA models and the Understand platform, delivered as one subscription. Your infrastructure, your data, your control.
Dell Pro Max GB10
A team
Three linked GB10
A larger team
Dell Pro Max GB300
An organisation
Dell PowerEdge
Enterprise and private cloud
One subscription. All included
Platform, applications, models, updates, maintenance and support. The same software, whatever the machine. Start small and scale without rebuilding your apps.
Explore AI-in-a-BoxThe layer that turns a GPU box into a production system
Data stays on site
Requests stay local. An external model is used only by your rules and with your keys.
Keys and guardrails
Per-user access, quotas and context controls.
Usage under control
Token tracking and team limits, without token-based billing.
Better use of your infrastructure
An inference engine tuned for users and available GPU resources.
Operations you can oversee
Engine monitoring and availability management.
Our ready-made AI apps built for your industry
Find the app for your team
Five ready-to-deploy apps for specialist industries and everyday teams.
Semiconductor
Standards bodies
OEM
Regulated SMBs & teams
For every teamThree markets. The same software
Land small, grow without migration
- 01
Start small
Validate a first use case with Explorer.
- 02
Expand
Equip your team with a GB10 or a SaaS subscription.
- 03
Scale
Move to GB300, a rack or your private cloud.
A few impressions from our events
From industry summits to intimate customer dinners, meeting the teams shaping the future of on-premise AI.
WAICF Cannes '25Embedded World '26MWC Barcelona '26Cap Expert 360+ many more
Latest articles
View allOctober 20, 2026
On-premise AI for accounting firms: 50% less drafting time with AI-in-a-Box
How do you use generative AI when your client files can never leave the building? CerFrance Maine-et-Loire, an accounting firm, found its answer in Understand Tech's AI-in-a-Box, an on-premise AI appliance powered by NVIDIA GB300. Today its legal team drafts company statutes in half the time, an AI agent processes 500,000 invoices a year, and the AI budget stays fixed. Not a single client file goes to the cloud.
October 1, 2026Private AI: how to give your team the power of ChatGPT without sending your data out
Employees paste company data into ChatGPT every day. What leaks, what the account tier changes, and how to run private AI on your own servers.
September 16, 2026We moved our AI workloads off the cloud and cut costs by 88%. Here's when enterprises should do the same
When running AI on your own hardware actually pays off, answered through the three questions enterprises keep asking: control, cost, and performance.
Latest news
View allHighlight · September 8, 2026