pimento / demo

A demo on your files
in a few days.

You send a few sample documents or a slice of your data. We set up a working demo on our NVIDIA Blackwell infrastructure or on yours, and you test it on your own content. Your data stays private: it doesn't go to the public cloud.

Book a demo →How it works

Demo types

What we can prepare

Five areas we work in. Every demo is built on your examples, not on showcase data, so you can see right away whether it makes sense for your company.

01 AI agents

An agent that does the task

The agent plans, uses your documents and tools, and remembers context. Sensitive actions wait for your “Approve”.

You send: A description of one repetitive task and the sample documents it relies on.
You get: An agent that works through the task step by step and asks for approval before every sensitive action.
Example: Drafting a reply to a ticket from your documentation, approved before it goes out.

See the loop from the inside

02 Knowledge bases

Answers with a footnote to the source

You ask a question, the answer is built from your documents, and every sentence has a footnote to the passage it comes from.

You send: A handful to a few dozen sample documents: contracts, procedures, manuals, PDFs.
You get: A knowledge base with hybrid search and reranking that points to the document and the paragraph.
Example: A law firm asking about clauses in case files that can't go to the cloud.

How we find the paragraph

03 AI infrastructure

A model measured on your workload

We run a model from the open-source family you choose on NVIDIA Blackwell GPUs and measure it on your queries.

You send: Sample queries and a description of the traffic: how long the queries are and how many users ask at once.
You get: A model served with vLLM behind one API gateway, plus measurements of response time and throughput.
Example: Deciding whether to set up your own GPU server or use ours.

What happens on the GPU

04 Models & fine-tuning

A classifier trained on your examples

We fine-tune an open-source model with a LoRA adapter on your labelled examples and check it on examples it hasn't seen.

You send: Labelled examples, e.g. customer queries assigned to categories.
You get: A small model that knows your domain and sorts new examples into your categories, with a score on a test set.
Example: Sorting queries by type, like our classifier for 11 query types.

What happens inside the model

05 R&D

A prototype on sensor or 3D data

We combine hardware with AI. On your sample we build a prototype that shows what can be drawn from that data.

You send: A data sample: sensor signal recordings, footage or 3D scans.
You get: A working analysis or visualisation prototype on your sample.
Example: Analysing signals from sleep studies, or an interior in 3D to explore in the browser.

Step into the workshop

How it works

From a call to a decision

No long project to start with. The demo answers one question: will it work on your data.

01
A call
We agree what the demo should show, on which data, and what the constraints are.
02
You send a sample
Sample files or data, enough for the result to be meaningful.
03
We prepare the demo
In a few days we set up a working demo on our NVIDIA Blackwell infrastructure or on yours.
04
We test it together
You check the demo on your own content and decide: deployment, a next step, or stop here.

Deployment model

After the demo: where it runs

We set up the demo on our side or on yours. The target system runs in one of three models.

On Pimento infrastructure

Fully managed

We run it, maintain it and watch everything - uptime, security and updates. You just use it; we take care of the rest.

On your side: Nothing. Zero maintenance.
Best when: You want it to just work - without dealing with the tech.

AWS / Azure / GCP

Your cloud

We design and configure the system in your cloud. Everything stays with you.

On your side: Cloud account, ongoing costs and basic upkeep.
Best when: You already have a cloud and a team to run it.

Hardware we spec for you

Your own hardware

We spec the hardware for your needs, you buy it, and we configure and deploy the system on it.

On your side: Hardware purchase and its maintenance.
Best when: You want to own the infrastructure.

Have files you want to test this on?

Briefly describe the task and the data. We will reply with the demo we can prepare and what to send for it.

Book a demo →