20. How to rethink the industrial ecosystem with Peter Carlsson, Co-Founder, and Sid Khullar, CEO, of Aris Machina

In this episode, Sid Khullar Co-Founder and CEO of Aris Machina and Peter Carlsson, Co-Founder of Aris Machina and former CEO of Northvolt, discuss how AI is reshaping manufacturing. They share lessons from scaling Northvolt, where vast data (80,000+ signals) failed to drive shopfloor behavior until visualized and contextualized.   This insight inspired Aris Machina’s vision: an “operating system for factories” that augments human expertise with AI. The conversation highlights how AI can detect hidden process signals, improve yield, and accelerate innovation without replacing people. They stress the importance of contextualized data (“knowledge, not just data”), fast implementation, and trust in AI systems.   The future factory will combine human judgment, agentic AI, and automation, gradually moving toward autonomy. They also discuss Europe’s industrial competitiveness, emphasizing bold investment, faster decision-making, and leveraging regional strengths. Ultimately, the episode underscores that AI-enabled productivity gains and smarter manufacturing systems are key to unlocking the next wave of industrial innovation. Episode Highlights01:47 – Guest introduction and context04:35 – Northvolt learnings and data insights09:40 – Aris Machina vision explained17:33 – Key AI and manufacturing learnings25:01 – Real-world use cases28:55 – Future factory outlook34:07 – Industry outlook in 5 yearsEnjoying the episode? Follow the podcast to get notified when new episodes drop. Keys to Intelligent Industry is an original podcast from Capgemini. Visit our website to explore more episodes.