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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Latest thinking

Supply Chain Resilience
Measuring Supply Chain Resilience: Decision Latency and Value at Risk
Mean time to recovery is an outdated way to measure resilience. Two better measures: decision latency, how fast you can act, and value at risk, how much value your resilience actually protects.

Causal AI
Interos Alternative: Causal Intelligence for Resilience
Evaluating an Interos alternative? Interos excels at real-time monitoring on a business-relationship graph. Why causal intelligence adds the reasoning that turns detection into a defensible response.

Causal AI
Altana Alternative: A Causal AI Approach to Supply Chain Risk
Evaluating an alternative to Altana? Altana is a powerful supply chain knowledge graph. Here's a fair look at what it does well, and where a causal reasoning approach fits the decision better.

Causal AI
Comparing Supply Chain Risk Platforms: A Buyer's Framework
Most supply chain risk platforms look alike in a demo. A buyer's framework for comparing them on what matters, and the deeper divide between mapping relationships and reasoning about cause.

Industry Insight
MRO Supply Chain Risk in Mining and Oil and Gas
In asset-intensive industries, a missing spare part can idle a multimillion-dollar asset. Why MRO supply chains carry such high-stakes risk, and how to manage it with a value-at-risk mindset.

Industry Insight
Government Supply Chain Risk Management: Defensible by Design
Government supply chain risk demands defensible, auditable decisions and sovereign resilience, not just good outcomes. What makes public-sector risk different, and how to manage it.

