Causal AI, supply chain risk, and the decisions in between.
Perspectives from the team building supply chain resilience — what the data actually shows, and what to do about it.
Featured
SOCI Act Supply Chain Reforms: What Critical Infrastructure Operators Need to Be Able to Answer
Upcoming changes to the SOCI Act lean even further into Aivarex capability as it requires operators to understand the impact of failure and degradation of supply chain inputs.
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Supplier Risk
Real-Time Supplier Risk Monitoring: From Alerts to Action
A periodic assessment tells you where a supplier stood; monitoring tells you where they stand now. What real-time supplier risk monitoring watches, and how to turn its alerts into action rather than noise.
Supplier Risk
Single-Source Dependency: Finding and Fixing Concentration Risk
Single-source dependency is a hidden single point of failure, and the worst of it often sits below Tier 1. What supplier concentration risk is, how to find it, and how to reduce the dependencies that would actually hurt.
Supplier Risk
Supplier Risk Assessment: Metrics, Scoring and Red Flags
A supplier risk assessment turns a supplier from a name on a contract into a scored, ranked view of how likely they are to disrupt you. Here's how to assess and score supplier risk, the metrics that matter, and the red flags to watch.
Causal AI
Why Correlation-Based AI Fails on Novel Supply Chain Shocks
Correlation-based AI predicts from past patterns, so it breaks on the novel, overlapping disruptions that are now the steady state, not the rare exception. Here's why, and why causal reasoning holds up.
Causal AI
Causal AI vs Generative AI: The Difference That Matters
Generative AI creates; causal AI decides. This explains the difference between causal AI and generative AI, why they're complementary rather than competing, and why the distinction matters for real decisions.
Causal AI
What Is Causal AI? A Plain-English Guide for Business Leaders
Causal AI works out cause and effect, not just correlation. This plain-English guide explains what causal AI is, how it works, why it matters for decisions, and where it's used.
