From Legacy to AI-Enabled Operations: Modernizing Workflows Without Disrupting Your Workforce
About this class
This one-hour workshop helps manufacturers, industrial businesses, and operational teams identify where legacy workflows create friction and how AI can be introduced in practical, low-risk ways to improve efficiency, communication, and decision-making. Participants will learn how to map current operational processes, uncover hidden bottlenecks, and identify opportunities where AI tools can support—not replace—the workforce. Through real-world examples and applied exercises, the session demonstrates how organizations can modernize operations incrementally while preserving institutional knowledge and improving day-to-day execution across teams.
Your trainer
Stephanie Battista Hubbard is a product innovation leader and workforce development strategist specializing in the integration of AI across both hardware and software environments. As Head of Innovation at Humanity Innovation Labs, she leads initiatives that move emerging technologies from early-stage exploration into scalable, production- ready solutions—while ensuring the workforce evolves alongside them. In 2026 alone, Stephanie has trained and guided over 600 participants across non- technical, technical, and operational roles in AI literacy, tools, and real-world applications. Her programs focus on practical adoption—helping individuals and teams integrate AI into their daily workflows to improve productivity, effectiveness, and decision-making. She works across a wide range of use cases and scenarios, equipping participants to confidently apply AI within their specific roles and industries. A core principle of Stephanie’s approach is preserving and elevating legacy knowledge. Rather than replacing existing expertise, she helps the workforce translate what they already know into more repeatable, scalable systems—leveraging AI to enhance consistency, reduce inefficiencies, and unlock new value from established processes. Her training emphasizes structured thinking, enabling participants to operationalize their work in ways that are both human-centered and technologically enabled. With over 20 years of experience spanning UX research, product design, industrial design, and design for manufacturing, Stephanie brings a systems-level perspective to both innovation and education. She is known for bridging the gap between complex technologies and real-world application—ensuring that both products and people are prepared to succeed in rapidly evolving environments.
View full profile →