Key Advantages

ATD (AI-to-Data) / Beehive are a world-first innovation in developing privacy-preserving decentralised/centralised AI with applications spanning multi billion dollar market segments.

• World-first innovation in AI-to-Data (ATD)

• Privacy-preserving, decentralised AI

• Significant economic and strategic benefits

• Reduces computational costs by up to 50% - halves training times

• Eliminates central server or blockchain

• Maintains higher accuracy and privacy

• Flexible collaboration across multiple institutions (public and private) with plug-and-play scalability

• ATD/Beehive learn from multi-modality and multi-label learning

• ATD/Beehive provide incremental learning with minimum training requirements

• ATD/Beehive include fairness-aware mechanisms

• Core applications: Healthcare, Finance, IT, Manufacturing, Resources, Agriculture, Global Business, Defence, Research