Business value with governed data and ethical AI
The new challenge for everyone who wants to get started with AI are the Guidelines and Regulations on Data- and AI Ethics being implemented across the globe.
ETHICAL & UNBIASED AI
Ethical AI is structured around principles such as fairness and algorithmic bias.
ROBUST & TRANSPARENT AI
Full traceability of all data and model events is secured across the platform.
Before everything else, ethical AI is human-centered. So besides model performance, it ensures explainable AI models.
Advanced metadata and meta-event tracking-technology tracking all events.
Configurable dashboards to monitor workflows, models, IT infrastructure and more.
Detailed analysis of the relationships between all events.
Ethical AI in the Grace Platform
The process of AI model Development, Deployment and Operation includes comprehensive reporting to external and internal stakeholders to ensure governance in real-time and deliver ad-hoc information to IT and Businesses.
The core behind 2021.AI’s Ethical AI technological approach is metadata and meta events. We offer full transparency, with verifiable proof – reports and audits.
METADATA / METAEVENT
Immutably logging of everything that happens in the AI model lifecycle, from data ingest to final operation of the model in production.
We run different checks to make sure explainability requirements have been met and make sure they have been taken under consideration.
VALIDATIONS AND CERTIFICATIONS
Validations and certifications are the way to ensure legislations have been followed before models can be deployed.
Validating that, for example, a bias or anonymization test or process has been executed in the AI development process.
Reports offer an easy export solution for stakeholders to validate and audit exceptions.
The final frontier of a legislator’s ability to verify that AI has been developed, deployed, and operated in compliance with the regulation.
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