Product expert Doug Sutcliffe shares how companies can build sustainable AI systems by unifying data, restructuring teams, and rethinking marketing metrics. He highlights actionable steps such as standardizing architecture, adopting lifetime value, and using AR and conversational AI to create high-impact customer experiences.
At Q2BSTUDIO, we are a company specialized in custom application development and personalized software, as well as artificial intelligence, cybersecurity, and cloud services on AWS and Azure. Additionally, we offer business intelligence and Power BI services to help companies improve their strategic decision-making.




