Industrial AI Framework for Manufacturing: From Output to Outcome | Colin Koh, LKH Precicon

An Industrial AI framework that turns manufacturing data into measurable business outcomes. Colin Koh, Principal Consultant at LKH Precicon, walks manufacturing practitioners through it, step by step. Many plants can already measure output. The harder question is how that data converts into cost, quality, uptime, and margin. In this session, Colin sets out a structured approach for manufacturing practitioners to move from data collection to decisions that move the business, grounded in real Industry 4.0 and IIoT deployment across Southeast Asia. What you will take away: • A practical framework for scoping Industrial AI around business outcomes, not pilots that stall • How to connect shop-floor data (OT) to decisions leadership actually acts on • Where SMEs in the region typically get stuck, and how to sequence adoption • The role of energy, sustainability, and OT cybersecurity in a credible AI roadmap ABOUT THE SPEAKER Colin Koh has over 35 years pioneering technology across Southeast Asia in Industrial IoT, industrial automation, OT cybersecurity, and the energy and environmental sectors. He is a past President of the Singapore Industrial Automation Association (now AutomationSG), an MIT Sloan executive alumnus in AI and IoT, and co-author of "Industry 4.0: Navigating Manufacturing in ASEAN" (2019), "Smart Factory Technologies and Applications in the Post-Pandemic Era" (2023), and "Industrial AI: Data-Driven Applications in Smart Manufacturing" (2024). His latest work is "From Output to Outcome." ABOUT LKH PRECICON LKH Precicon delivers end-to-end industrial automation solutions across Singapore and ASEAN, spanning Smart manufacturing, Sustainable energy, Secure OT, and Power Quality. Over 40 years of pre-sales and post-sales engineering support. Discuss your Industry 4.0 roadmap with our team: Web: https://www.precicon.com.sg/solutions/ Enquiries: sales@precicon.com.sg Subscribe for more Industrial AI and smart manufacturing sessions. #IndustrialAI #SmartManufacturing #Industry40 #IIoT #DigitalTransformation #ManufacturingASEAN #LKHPrecicon