Your data can't leave the building
of companies surveyed rate data sovereignty as very important.
ForSemiconductorsStandards bodiesOEMRegulated industries
Secure AI apps forenterprise teams.In a box.
Your Custom App
AI - in - a - Box
by NVIDIA GB10 & GB300
Approved
OEM Partner
OEM Partner
Based on
GB10 & GB300
GB10 & GB300
Purpose-built apps for your industry, or build the ones you're missing. Start in the cloud and move to your own box when you're ready. Your data always stays yours.
SOC 2 Type II certified
GDPR compliant
ISO 27001 aligned
Your Custom App
AI - in - a - Box
by NVIDIA GB10 & GB300
Approved
OEM Partner
OEM Partner
Based on
GB10 & GB300
GB10 & GB300
What we do
Think of AI-in-a-Box as the iPhone, with a secure app store built for your industry.You find the app you need, or you build the one that’s missing.And all of this to boost your productivity.
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.
Three ways to put AI to work
Start with a ready-made app, build your own in Understand Studio, or work directly with our APIs. All three run on the same secure platform, in the cloud or on your premises.
One platform. Choose how you use it.
Ready-to-use AI apps for sales, legal, accounting and engineering. Add your data and branding, then share a portal.
- Plug in your data
- Add auth and branding
- Share a ready-to-use portal
AI-in-a-Box · Private cloud · Secure SaaS
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.
SemiconductorStandards bodiesOEMRegulated SMBs & teams
For every teamDeployment options
Choose where it runs. The platform stays the same
Start in the cloud, move to your own box, scale into your VPC. Three ways to deploy, one identical platform, no rebuild.
1
Secure SaaS
EXPLORE · SAAS
- EU & US data centers
- SOC 2 compliant
- Ideal for pilots
2
AI-in-a-Box
LAND · ON-PREM
- On-premise appliance
- Full data sovereignty
- Maximum security
3
Private Cloud / VPC
EXPAND · VPC
- Scales to large teams
- Customer-managed VPC
- Bring your own keys
01 / EXPLORE · SAAS
Secure SaaS
02 / LAND · ON-PREM
AI-in-a-Box
03 / EXPAND · VPC
Private Cloud / VPC
Explore
Land
Expand
Start here. Explore and prove value fast on our shared enterprise infrastructure.
- EU & US data centers
- SOC 2 compliant
- Ideal for pilots
Move to a sealed, air-gapped appliance running entirely on your premises.
- On-premise appliance
- Full data sovereignty
- Maximum security
Scale to thousands of users in your own AWS, Azure or GCP environment.
- Scales to large teams
- Customer-managed VPC
- Bring your own keys
Same platform inside
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AWS Partnership
Deploy Understand Tech on AWS with our open-source Terraform templates.
Read the AWS tutorialA 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
Deployment-based Pricing. No token metering
Pricing is determined by the infrastructure and deployment model you choose (SaaS, Private Cloud, or AI-in-a-Box) with predictable capacity for teams and workloads.
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