Secure AI apps forenterprise teams.In a box.
OEM Partner
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.
OEM Partner
GB10 & GB300
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.
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.
Your data can't leave the building.
Public AI means sending your specs, your contracts, and your client files to someone else's servers.
Generic chatbots don't know your work.
They've never seen your datasheets, your catalog, or your standards. Ask something specific and the answer comes back confident and wrong.
Building your own takes a year.
A six-figure consulting project ships something brittle nine months later, or your team gets stuck maintaining pipelines instead of doing the job you hired them for.
The Solution
One secure AI platform where any employee, with any skillset, can find or build the AI app they need to boost their productivity.
Three ways in. One platform underneath.
Whether your team wants to use AI, build with it, or embed it, start where you are.
FOR EVERY TEAMUse a ready-made app.
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
FOR DOMAIN EXPERTSBuild your own app from a prompt.
Like Lovable, but for enterprise AI apps. Describe what you need and Understand Studio ships a real app, hosted for you.
- Describe it in plain language
- Leverage your own data
- Ship and host, fully managed
FOR DEVELOPERSBuild it yourself with our APIs.
Full control for developers: REST APIs and a visual workflow engine to assemble exactly what you need.
- REST APIs for retrieval and models
- Visual workflows, like n8n
- Same APIs on SaaS or on-prem
AI apps built for your industry
Explore, land, expand.
Start in the cloud, move to your own box, scale into your VPC. Same apps, no rebuild.
Secure SaaS
EXPLORE · SAAS
- EU & US data centers
- SOC 2 compliant
- Ideal for pilots
AI-in-a-Box
LAND · ON-PREM
- On-premise appliance
- Full data sovereignty
- Maximum security
Private Cloud / VPC
EXPAND · VPC
- Scales to large teams
- Customer-managed VPC
- Bring your own keys
Secure SaaS
AI-in-a-Box
Private Cloud / VPC
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
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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.
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 allWe 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.
August 21, 2026Using AI in Quality Engineering: From Weeks to Hours, Without Losing Expert Control
Most teams are experimenting with AI in quality engineering. Very few trust it enough to make it part of the real work. The gap says a lot about how test case generation should be built.
August 20, 2026From cloud to AI in a Box: the recipe behind the 88%
The full technical follow-up to a LinkedIn post 68,000 people read: architecture, stack, versions, costs, trade-offs, and the ROI calculator.
