As society grows increasingly reliant on AI systems, concerns about AI accountability and bias are emerging in Europe and the United States, with the EU announcing proposed regulations on the use of artificial intelligence in April 2021.
Without proper monitoring tools, AI systems become fragile black-boxes in your decision-making process, which are easy to break and difficult to fix. In order to build reliable AI systems, technology companies such as Google and Microsoft have published operational playbooks and ethical guidelines for AI.
After deployment, AI systems require constant attention to maintain real-world prediction quality while eliminating bias. However, for many companies, it's a significant challenge and cost for busy data scientists and software engineers to continuously maintain AI systems.
Citadel Radar automatically monitors enterprise AI systems, detecting, blocking, and visualizing a wide range of real-world risks (for example: data drift, invalid data, outliers), and can be applied to almost any ML model and application without requiring modifications.
Contact us on our website (https://www.citadel.co.jp) to see a demo of Citadel Radar.
Citadel AI Inc. is a startup based in Tokyo. Our company recently received a seed grant from The University of Tokyo IPC, and is co-founded by the former product manager for ML infrastructure at Google Brain.
Citadel AI's vision is to provide you with AI that you can always trust.