Data provenance is becoming increasingly vital in AI, highlighting the importance of transparently indicating where an AI model’s data originates in a reliable and trustworthy way.

Facilitating the easier tracing of AI training data back to representative and diverse human groups is crucial, ensuring a broad spectrum of human experiences are captured in our AI systems.

As a finance function, we need to keep not just our budget holders but everyone in the company informed on financial performance.

As well as just being a much more pleasant way of working with our colleagues, this also helps make sure other teams feel comfortable being equally transparent with us.