OnPrem World地端世界

Compact AI box · built for your knowledge base

OnPrem Seed

Start small: your own AI and private knowledge base, in a box on your desk.

A quiet box keeps your sealed files and runs an open model; our cloud software does the rest. Grow into a Root when you need more.

box only, before local taxes and freight; changes with the market

OnPrem Seed
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About 3 answers at the same time: enough for a small team that asks now and then. Training your own model needs a Root.

How Seed works

  1. 1Your files go into vaultsSealed: stays on the Seed. Shared: in our cloud. Personal: each person sees only their own.
  2. 2Answers come with their sourceThe model on the Seed answers from the sealed vault; cloud models may only use the shared one.
  3. 3Your people ask where they workWeb, Teams, WhatsApp or LINE. Sealed answers appear only in the office web app or Teams.

Ask your company, with the sealed files kept on the Seed

Every answer names its document. Sealed files are read only by the model on the Seed; a question someone may not see is refused and logged.

  1. Sales: What’s our wholesale discount? · Root: 15% off from 50 units. See Price list 2026. (Source shown)
  2. Account manager: When does the Chen Trading contract renew? · Root: On 1 March, with 60 days’ notice to change terms. Read on the Seed; nothing went to the cloud. (Sealed · answered on the Seed)
  3. Intern: Show me everyone’s salaries. · Root: I can’t share that: payroll is for HR only. The request has been logged. (No access · logged)

Two sizes

Prices in
OnPrem Seed 64
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Mac mini · 64 GB

OnPrem Seed 64

Reference price≈ US$4,700

  • ✓ About 3 answers at the same time
  • ✓ Palm-sized and silent; sold by Apple in every country
  • ✓ A mid-size open model

Models: gpt-oss-20b · Qwen3.6-35B-A3B · Gemma 4 26B-A4B

Full specification
MachineApple Mac mini, M5 Pro
Memory64 GB unified memory, 307 GB/s
Storage1 TB, encrypted sealed vault
Modelsgpt-oss-20b · Qwen3.6-35B-A3B · Gemma 4 26B-A4B
OnPrem Seed 128
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NVIDIA GB10 · 128 GB

OnPrem Seed 128

Reference price≈ US$7,600

  • ✓ About 3 answers at the same time
  • ✓ A larger model for better answers
  • ✓ The same NVIDIA software as Root

Models: gpt-oss-120b · Qwen3.5-122B-A10B · Mistral Small 4

Full specification
MachineNVIDIA GB10: MSI EdgeXpert (default) or ASUS Ascent GX10; NVIDIA DGX Spark (4 TB) on request
Memory128 GB unified memory, 273 GB/s
Storage1 TB (4 TB on DGX Spark), encrypted sealed vault
Modelsgpt-oss-120b · Qwen3.5-122B-A10B · Mistral Small 4

Approved models only, bought new through the brand’s authorised channel with the warranty in your name. If you already own a suitable Mac, we can check it and use it.

What it costs

Prices in

The box itself is a reference price (above). Root and Bloom include their set-up; Seed’s build is the project above.

Start with a Seed, grow into a Root

  1. OnPrem SeedA small box for your knowledge base. About 3 answers at once.
  2. OnPrem RootA workstation that trains your own model. 20 to 40 people.
  3. OnPrem CedarVIP, built to order. Up to 200 people.

Selling Seed in your country

Partners buy an approved box from an authorised local seller, so the warranty stays local, and we install and certify it remotely for US$500 a box. No shipping or import duty from Taiwan.

Talk to us about partnering

Frequently asked questions

How many people can use a Seed?

It answers about 3 questions at the same time. A team that asks now and then can share it; we size it to your team after a test. Many people asking at once need a Root.

Can it train our own model?

No. Seed answers from your knowledge base with an open model. Training your own model needs a Root.

Where do our sealed files go?

Nowhere: they stay on the Seed and only its local model reads them. Their answers appear only in the office web app or Teams, never through WhatsApp or LINE.

Why is the box a reference price?

Hardware prices move with the market. Your quotation fixes the price on the day you order.

Can we use a Mac we already own?

If it meets the specification, yes: we check it first and install the same tested software.

Start small: your own AI and private knowledge base, in a box on your desk.

Request a quote →

Reference prices are for the box and move with the market; your quotation has the final price.