Project Management

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noise audit

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Bernard Kahn IT Delivery Mgr/Project Manager| independent Forest Hills, Ny, United States
Curious if any PM's using concept of "noise audit", especially in context of assessing project risks
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Pavan Maddi
Community Champion
Buona Vista, Singapore

Interesting idea, Bernard. I haven’t formally used a “noise audit,” but I do see value in mapping out how conflicting signals, unclear data, or too many opinions can distort risk assessments. It could be a useful tool to separate real risks from background noise and improve clarity in decision-making.

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Luis Branco CEO| Business Insight, Consultores de Gestão, Ldª Carcavelos, Lisboa, Portugal

Bernard Kahn
Fascinating question and highly relevant.
The idea of a “noise audit” is not only timely, but potentially transformative for project risk assessment.

Daniel Kahneman, in Noise: A Flaw in Human Judgment, draws a key distinction:
- Bias = systematic deviation
- Noise = random variability in judgment

In projects, this “noise” can surface in:
- Risk assessments that vary wildly depending on who’s in the room
- Inconsistent stakeholder scoring in prioritization sessions
- Fluctuating interpretations of qualitative indicators

A noise audit in a project or PMO context could involve:
- Comparing how different team members assess the same risks
- Identifying non-relevant factors influencing judgment (e.g., mood, context, presenter)
- Using Delphi techniques or even AI-based consistency checks to reduce subjectivity

Seen this way, “noise” becomes a meta-risk an invisible layer that distorts how we perceive and act upon actual risks.
Addressing it might just be a critical next step in maturing our risk management culture.

I’d love to hear from others:
- Have you tried any structured techniques to reduce judgment variability in your risk assessments?
- Have you observed “noise” in action and how did you respond?

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