# OnPrem Bloom: Marketing AI workstation

> OnPrem World · https://onpremworld.com/en/pc/bloom · Last updated: 2026-10-17

Product photos, ad visuals, short videos and copy in several languages, made in-house for marketing and customer acquisition.

Bloom is the part customers see. Pick the tier by how much video you make; the number is the graphics memory in GB.

## What it does for your team

- **Product photos and ad visuals:** Studio-style product shots, banners and social images in your brand’s look.
- **Short videos:** Clips for social posts and ads, from a text brief or a product photo.
- **Copy in several languages:** Posts, landing pages, emails and ad copy in Chinese, English and Japanese.
- **Subtitles:** Automatic subtitles for your videos, in Chinese and English.
- **Variants overnight:** Queue batches before you leave and come back to options for A/B tests.
- **Your plans stay yours:** Unreleased products and campaign plans never go to an outside AI service.
- **Your own visual models:** Train image and video models on your products, characters and brand style (custom video generation, Bloom 48 and up).

## Pick by how much video you make

All three make images and run the copywriting assistant. Video is what needs graphics memory; the number is that memory in GB.

### OnPrem Bloom 32

The marketing AI workstation for product images, ad visuals and the occasional short video.

- Graphics: NVIDIA RTX PRO 4500 Blackwell, 32 GB (ECC), 200 W
- Processor: Intel Core Ultra 9 285
- Memory: 128 GB DDR5
- Storage: 2 TB NVMe system + 8 TB for projects
- Chassis: HP Z2 G1i tower
- Warranty: 3 years, Windows 11 Pro
- People at once: 10
- Qwen3-32B: about 30 tokens/s (estimate)

### OnPrem Bloom 48

The marketing AI workstation for video every week: images, short films and copy, made in-house.

- Graphics: NVIDIA RTX PRO 5000 Blackwell, 48 GB (ECC), 300 W
- Processor: Intel Core Ultra 9 285
- Memory: 128 GB DDR5
- Storage: 2 TB NVMe system + 8 TB for projects
- Chassis: HP Z2 G1i tower
- Warranty: 3 years, Windows 11 Pro
- People at once: 10
- Qwen3-32B: about 43 tokens/s (estimate)

### OnPrem Bloom 96

The marketing AI workstation for daily, full-quality video, with a ChatGPT-class model loaded beside it.

- Graphics: NVIDIA RTX PRO 6000 Blackwell Workstation Edition, 96 GB (ECC), 600 W
- Processor: Intel Core Ultra 9 285
- Memory: 128 GB DDR5
- Storage: 2 TB NVMe system + 16 TB for projects
- Chassis: HP Z2 G1i tower
- Warranty: 3 years, Windows 11 Pro
- People at once: 10
- Qwen3-32B: about 56 tokens/s (estimate)
- Also runs gpt-oss-120b

## What we install and set up

- ComfyUI with ready-made workflows for product shots, ads and short video
- A private ChatGPT for copywriting and translation
- Automatic subtitles
- Only models whose licences allow your commercial use
- On-site setup, a training session for your team and a 3-year warranty

## Frequently asked questions

### Do we need to learn ComfyUI?

Not to get started. We set up ready-made workflows and train your team: pick a workflow, add a photo or a brief, and run it.

### Can we use the results commercially?

Yes, when the model’s licence allows it. Some popular open models are non-commercial, so we install only models whose licences fit your use and tell you which ones they are.

### Which tier do we need?

Bloom 32 for images and the occasional short clip, Bloom 48 if you make video every week, Bloom 96 for full-quality video every day.

### Is there anything you won’t set up?

Yes. We don’t set up systems for deepfakes of real people without their consent, anything involving minors, or anything else illegal under Taiwan law.

### Why RTX PRO cards and not a gaming card?

Error-correcting memory, professional drivers and steady supply. The RTX 5090 is also no longer in production.

Request a quote: https://onpremworld.com/en/quote · Not sure? Let Sprout size it for you: https://onpremworld.com/en/find?s=media,customMedia