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Mondrian AI: Yennefer Enterprise AI Platform


Mondrian AI (official website) is an organization that describes itself as having an “Finish-to-Finish AI Platform for your entire AI improvement course of,” together with a consulting service to place an entire answer into service from a buyer’s enterprise request and desires.

Mondrian’s Yennefer Enterprise AI Platform (hyperlink) seems to be very full and handles {hardware} useful resource allocation, AI mannequin deployments, and the information pipeline from the place it’s saved by way of processing to the end-user dashboard.

Though AI is the first focus nowadays, the corporate has constructed experience in knowledge science and knowledge visualization since they have a tendency to make use of the same stack and are in excessive demand by varied clients.

Yennefer is designed to deal with the whole improvement workflow and may interface with customary instruments equivalent to GitHub, the big public clouds the place code and knowledge are. Prospects can then construct their knowledge processing with the mannequin of their alternative and outline their system configurations by software program. Lastly, that is all deployed and managed in manufacturing.

Such a platform can enormously speed up how briskly an entire answer might be deployed. Most corporations, even large ones, don’t have the engineering sources and know-how for each enterprise unit or key mission to deploy a serious AI mission.

That’s the place the consulting side of Mondrian AI can provide it an edge with particular clients, particularly those that need to deploy one thing advanced comparatively rapidly. Whereas there are increasingly more platforms that declare to carry out comparable duties, the enterprise is anticipated to supply its personal engineering or consultants. Simply discovering or deciding on these can already be difficult.

Prospects who need to run their AI workflows on-premises is likely to be articulately interested by Yennefer because it was constructed for that. Many startups like beginning their operations on public clouds for comfort, however massive, established corporations are sometimes stricter about the place their knowledge can reside.

Mondrian should additionally select its tasks fastidiously, as its engineering sources aren’t limitless. It has labored with prestigious corporations equivalent to Samsung, SK Telecom, Seoul College, and the Incheon Airport.

Curiously, the corporate can be constructing its personal ChatGPT-like system, optimized for the Korean language. The big language fashions (LLMs) we usually hear about are skilled with English language content material, and it’s not unusual to listen to builders complain concerning the lack of datasets to coach LLMs in different languages.

Now, AI-based functions use the RAG (Retrieval augmented technology) structure to construct chatbots that may reply particular or proprietary questions. Nevertheless, RAG depends on a high-performing LLM. Mondrian AI thinks its upcoming LLM can do the job, which could possibly be a robust argument for Korean corporations to undertake the platform.

Constructing a platform with such depth is spectacular for a younger firm. There are a number of shifting elements that require cross-disciplinary experience along with manufacturing data as properly.

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