Bryan DeBois, Director of Industrial AI at RoviSys, discusses the evolution of industrial AI, cybersecurity in manufacturing, blockchain in supply chains, bias removal in AI, and the intersection of data and industry. Personal anecdotes about family roller coaster adventures and book recommendations add a touch of fun to the conversation.
Industrial AI enhances operational efficiency and decision-making in various industries.
Integrating OT and IT poses challenges in data governance and decision-making processes.
Autonomous AI with DRL enables AI systems to make autonomous decisions based on simulated experiences.
Deep dives
Industrial AI at Rovices
Industrial AI is becoming increasingly prevalent and impactful, with the potential to revolutionize various industries. Brian DeBoye, the Director of Industrial AI at Rovices, shares insights into the evolution and applications of Industrial AI, highlighting its significance in enhancing operational efficiency and decision-making processes.
OT vs. IT Challenges
The differences between Operational Technology (OT) and Information Technology (IT) present challenges in integrating data governance and decision-making processes. Bridging the gap between OT's focus on plant floor operations and IT's emphasis on security and governance remains a key consideration in fostering effective technology utilization.
Autonomous AI Advancements
The emergence of Autonomous AI signifies a paradigm shift in how AI systems learn and adapt. By leveraging Deep Reinforcement Learning (DRL) techniques, organizations can enable AI models to make autonomous decisions based on simulated experiences, leading to enhanced efficiency and performance in industrial settings.
Simulation Renaissance and DRL
The resurgence of Simulation (SIM) techniques in combination with Deep Reinforcement Learning (DRL) technologies showcases the evolution of training mechanisms for AI systems. SIM facilitates immersive training environments where AI models can simulate real-world scenarios, accelerating learning and decision-making capabilities.
Personal Interest in Roller Coasters
Outside of work, Brian enjoys spending time with his family at their lakeside retreat, indulging in their shared love for roller coasters. Their frequent visits to Cedar Point, the renowned roller coaster destination, reflect their passion for thrilling rides and family adventures within the amusement park setting.