BestPractice.Club

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BestPractice.Club Engagement

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Perspectives

What Does “Data Ready” Actually Mean?

Insights from a discussion hosted by Andy Devlin on how to test assumptions about data readiness in supply chain AI initiatives, focusing on use-case sufficiency and sequencing.

When Supply Chain Leaders Become Accountable for Data They Don’t Control

Insights from a practitioner discussion hosted by Andy Devlin on how supply chain leaders can align digital accountability with dispersed data ownership when shaping AI and automation initiatives.

Why Data Foundations Decide Whether Supply Chain Change Ever Gets Off the Ground

You may feel ready to invest in new supply chain technology, but progress often stalls much earlier — when data foundations are not aligned to real decision needs. Drawing on large-scale operational experience, Andy Devlin explains why decision-led data foundations matter, how to avoid “boiling the ocean,” and where to focus first to enable scalable change.

In-person meetings

Spring 2026 Meeting

How to Make Planning Improvements Deliver Measurable Impact

How do you make confident innovation and investment decisions in supply chain planning when uncertainty, stakeholder misalignment and execution risk are often bigger constraints than technology itself?

April 29, 2026
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Online sessions

Why Data Foundations Decide Whether Supply Chain Change Gets Off the Ground

Why do so many supply chain change initiatives stall before technology choices even become the limiting factor — and what role do data foundations play in that failure?

  • Why “risk management” alone doesn’t build resilience
  • Design choices that enable faster adaptation
  • Trade-offs between efficiency, flexibility, and robustness
February 12, 2026
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