- Home
- More
- Leadership
- R & D
- L & D
- Women Special
- Cover Story
- Blog
- Editor’s Choice
- Interview
- Magazine
- Events
Subscribe to Updates
Get the latest creative news from FooBar about art, design and business.
Driving Manufacturing Forward: Insights from Chris Monchinski on the Future of Smart Industry
A deep dive into how data, AI, and smart technologies are transforming manufacturing for a resilient and sustainable future.
KEY TAKEAWAYS
- Data-Centric Future → Shifting from application silos to unified data ecosystems is essential for unlocking AI, analytics, and real-time decision-making in manufacturing.
- Strong Data Foundations First → Companies must prioritize master data alignment and governance before chasing AI tools, ensuring real business outcomes like cost savings and resilience.
- Smart Manufacturing at Scale → Industry 4.0 technologies—MQTT, Unified Namespace, knowledge graphs—combined with standards like ISA95/ISA99, are key to building sustainable, secure, and future-ready operations.
Chris Monchinski, Chief Technology Officer at Inflexion Point, brings over three decades of experience in manufacturing technology, automation, and smart manufacturing solutions. At Inflexion Point, a 40-year-old solution provider, Chris leads in delivering integrated, secure manufacturing intelligence—from operational technology to enterprise data systems—to drive business value through digital transformation.
The Future of Manufacturing: Data at the Core
Chris envisions a shift from a fragmented, application-centric approach to a data-centric architecture, where data ownership and governance within organizations become paramount. Instead of integrating siloed applications retroactively, companies will define their data standards upfront and demand applications work within that unified data ecosystem. This transformation will enable impactful use of AI and analytics through unified namespaces and knowledge graphs, facilitating real-time decision-making in predictive maintenance, energy optimization, and adaptive scheduling. Trust and explainability in data will be crucial as AI-driven tools become business-critical.
Overcoming Industry Challenges
With over 31 years at Inflexion Point (formerly Automated Control Concepts), Chris has witnessed the enduring challenge of master data alignment and data governance. Many companies rush into AI implementations without foundational data maturity, which delays realizing value. He advises a strong focus on organizing and governing data to ensure rapid returns from analytics initiatives. Moreover, he cautions against chasing shiny AI tools without aligning them with clear business outcomes like cost saving and strategic advantage.
Essential Technologies for Smart Manufacturing
Chris highlights key technologies underpinning the digital transformation landscape:
MQTT and Sparkplug B: For contextualizing manufacturing data and enabling robust edge-to-cloud communication.
Knowledge Graphs: To integrate diverse data ontologies without duplicating data sets, addressing challenges of data consistency especially in regulated industries like pharmaceuticals.
Unified Namespace: Though complex to implement in legacy environments, it provides a powerful data framework for new manufacturing operations.
ISA95: Evolving to support smart manufacturing ontologies, playing a vital role in enterprise-to-control system integration.
ISA99: Focused on cybersecurity, a critical consideration as industrial IT and OT networks converge tighter than ever.
Chris encourages manufacturers to engage with these standards communities to accelerate their digital maturity and interoperability.
Advice for the Next Generation of Industrial Engineers
Chris stresses the importance of mastering the integration of IT and OT skills, understanding business goals deeply, and honing communication and leadership abilities to remain relevant in rapidly evolving industries. He recommends young professionals actively participate in standards groups and industry events to broaden their knowledge and networks.
Recommended Industry Events
Some key events Chris will be attending and recommends for learning and networking include:
Smart Manufacturing Now! virtual conference by MESA
ISA Automation Summit & Expoin Orlando
SPS Automation Fair in Atlanta
These events offer insights into current smart manufacturing practices and cutting-edge technologies.
Success Story: Building a Renewable Gas Business from ScratchOne standout project was with a customer entering the renewable natural gas industry. They established 54 farms equipped with manufacturing facilities to convert farm waste into renewable natural gas. IXP team implemented an integrated solution involving ERP, CMMS, and rich, centralized data collection from remote sites. This project embraced Industry 4.0 principles from day one, achieving seamless data alignment, robust connectivity, and accurate production and energy accounting critical for sustainability verification. Such green manufacturing initiatives illustrate the future of smart manufacturing.
Standards and Best Practices for Manufacturers Today,
As co-chair of the ISA95 Standard Committee and a leader in MESA, Chris advocates strong adoption of international standards:
Editorial Desk
Related Interviews
Share your Details for subscribe