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On-premise AI in production at a wholesale company

1 min read

A warehouse aisle recedes into darkness with shelf edges glowing as thin lines; a knot of light hovers mid-aisle, fine threads reaching back to individual shelves.

On-premise AI at a wholesale company sounds like a pilot project. It is daily business. What AI projects fail on is rarely the technology; it is data protection. In many companies, customer data, calculations and internal documents are not allowed to leave the building. For one mid-sized wholesaler that was the condition everything else had to fit around. Yes to AI, but the documents stay on their own network.

On-premise AI for a wholesale business: own hardware, own knowledge

The system now runs on dedicated hardware at the client's site, entirely inside their own network: an open language model, an interface built for the team, connected to the internal documents. Rolled out in weeks rather than months.

In daily use that means employees ask the assistant about products, terms and processes and get answers with a source attached, instead of digging through folders and legacy systems. There is no fee per user, the data stays in their hands, and the setup meets the GDPR.

What that means for you

We show more details, anonymised, in our case studies; the specifics belong to our client. And whether on-premise AI pays off for your company is something we will tell you honestly after a short conversation. Even if the answer is "not yet".

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Hashfox GmbH

Written by the Hashfox team, from live projects, not from the drawing board.

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