Noha Tohamy helps companies along their journey to build a strong supply chain analytics competency. Utilizing proven frameworks, Ms. Tohamy advises companies on defining a supply chain analytics strategy and roadmap, developing the requisite talent and making appropriate technology investments. She outlines the most successful organizational models for supply chain analytics centers of excellence and assists in identifying the use cases that present the highest potential for operational improvements and business growth. In particular, Ms. Tohamy researches the impact of advanced analytics on supply chain digitalization. She helps clients understand the true potential of techniques like machine learning, optimization, cognitive analytics and artificial intelligence for improved decision making and intelligent process automation. Ms. Tohamy was an original author of Gartner's 5-Stage DDVN and 5-Stage S&OP Maturity Models. She has written extensively on trends, technologies and best practices in supply chain planning, network design, S&OP and risk management. In her 23-year career in supply chain, Ms. Tohamy has guided hundreds of companies through building the business case for continuous improvement and transformational initiatives, ranging from network design, collaborative planning, risk management and integrated business planning.