

Breakthroughs in Supply Chain AI Seminar | Metalinked
Supply chains are breaking in ways that don’t show up cleanly in dashboards.
A supplier delay. A risky alternate. A component becoming harder to source. A pricing shift. A geopolitical signal. A vendor pattern that only one person on the team notices.
The future of supply chain AI is not just better reporting. It is intelligence that helps operators, consultants, and procurement teams spot risk earlier, connect messy signals faster, and make better decisions before problems become expensive.
Metalinked, built out of Berkeley AI Research, is hosting Emerging Frontiers in Supply Chain AI, a free research seminar on the next generation of manufacturing and supply chain intelligence.
We’ll share what we’ve learned from building AI systems for real manufacturing and supply chain workflows, including supplier risk, alternate parts, procurement intelligence, market signals, and decision support.
This session is for supply chain consultants, sourcing teams, procurement operators, manufacturing leaders, and anyone interested in how AI can move beyond summaries and become an actual decision-making layer.
What we’ll cover:
How AI can detect supply chain risk signals earlier
How supplier, component, and market intelligence can be connected
Why alternate-part discovery is becoming a major AI use case
What we’re learning from manufacturing and procurement workflows
How individual consultants and operators can use AI without a full enterprise rollout
Free to attend.
metalinked.ai