Matthew Fitzpatrick is the CEO of Invisible Technologies, focusing on designing and optimizing end-to-end business solutions.Invisible Technologies specializes in blending advanced technology with human expertise for efficient scaling in various business operations.Matthew transitioned from leading QuantumBlack Labs at McKinsey to CEO of Invisible Technologies to operationalize AI at scale.Lessons from McKinsey include the importance of organizational transformation and transitioning from experimentation to production in AI adoption.Enterprises achieving ROI with AI align use cases with core business KPIs, invest in data quality, and move to tailored solutions.Demand is rising for domain-specific data labeling as foundation model providers venture into complex verticals.Agentic AI, emphasizing decision-making in workflows, shows promise in high-volume, complex tasks like customer support and claims processing.Invisible trains models for chain-of-thought reasoning to enhance transparency, debugging, and performance gains in enterprise AI.Cultural and linguistic precision are crucial in building globally scalable AI to avoid misinterpretations and compliance risks.Invisible helps companies navigate the 'last mile' from proof of concept to production by offering technical expertise and data infrastructure.