Omina Core

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Omina Core

Omina Platform has been designed from the ground up to be ethical by design and to be accessible to domain experts, to foster ethical AI solutions with real business value while mitigating risk.

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Build Ethical AI solutions with real business impact while mitigating risk

Omina Technologies is building an AI Platform that is accessible and beneficial to anyone. The Omina Platform is aimed to be a self-service platform for domain experts. It yields AI solutions that can be deployed in the customers’ infrastructure (in-cloud or on-premise). The Omina Platform is developed in collaboration with select partners such as the Vrije Universiteit Brussel (VUB) AI Laboratory.

The Omina Platform’s AI engine is called OCore. OCore uses Hybrid AI, combining symbolic and sub-symbolic AI, to define/refine appropriate AI solution designs (a.k.a. solution recipes) given the meta data describing the actual data and the AI use case requirements.  Rather than trying all possible AI solution designs (e.g. all possible classification methods for a classification problem), it intelligently and efficiently focusses on the relevant AI Solution Designs. Furthermore, OCore provides AI solutions that meet business requirements by evaluating AI solution designs on business evaluation criteria (e.g. profit) in addition to typical machine learning evaluation criteria (e.g. F1).

The Omina Platform is:

  • Ethical by design and reducing legal liabilities
  • Explainable and Accountable: no black-box, extensive logging of all choices made and logging of all AI solution designs generated and deployed
  • Ultimately Secure:  the actual data remains at customer-controlled environment and the most stringent data policies are supported by design

Omina Platform Usage Overview

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