
No hallucinations, auditable workings, real-world outcomes: the power of neurosymbolic AI
Neurosymbolic AI: Beyond generative AI, it incorporates logic, rules and causal structures that allow it to produce more actionable outcomes
Jeff Schumacher is the EY Neuro-symbolic AI Leader and founder of EY Growth Platforms, which leverages neuro-symbolic AI to fuse deep learning with symbolic logic, to help companies transform fragmented data into predictive growth strategies. With over 25 years of experience in business strategy and digital disruption, Jeff has supported the launch of more than 100 early-growth companies. Prior to founding EY Growth Platforms, he founded and served as CEO of Growth Protocol, a Growth OS for the enterprise, powering confident, explainable growth decisions through neuro-symbolic AI and structured reasoning. Jeff also co-founded BCG Digital Ventures, one of the fastest-growing venture investment and incubation firms globally. His prior roles include: Partner at McKinsey & Company and Chief Marketing Officer, Executive Vice President and Chief Strategy Officer of Sports Authority. He frequently contributes to media conversations speaking on the topic of digital disruption throughout the US, Europe and Asia.
Neurosymbolic AI: Beyond generative AI, it incorporates logic, rules and causal structures that allow it to produce more actionable outcomes
Traditional metrics fall short in today's business. Integrating data and AI into valuations drives growth, ESG and sustainability, informing corporate value.
ESGリスクは、今日、企業が直面する最大の脅威です。 グローバル経済は「資源を採掘し、作り、捨てる」モデルから、生産、消費、廃棄されるすべての製品の影響を考慮するモデルへと迅速に移行しなければなりません。 ESGについて議論するだけでなく、それを現実のものとするために、経営者が検討すべき三つの点を紹介します。
Si quieren ir más allá de hablar de sostenibilidad y demostrar realmente que lo persiguen, las empresas deben tener en cuenta estas tres consideraciones.
Businesses need to take into account these three considerations if they are to go beyond talking about ESG to actually prove that they are pursuing it.



