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Implications of Artificial Intelligence on Project Management

The IIL Blog

By Eugene Bounds and Steve Ackert Recently, the buzzword artificial intelligence (AI) has been on everyone’s minds, not just in the tech world but across many industries, including project management. AI technology will automate repetitive processes, generate insightful program reports, and highlight potential problems before they arise.

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Risk Management Resources

Herding Cats

Information about key project cost, (technical) performance, and schedule attributes is often uncertain or unknown until late in the program. Taxonomy-Based Risk Identification,” Marvin Carr, Suresh Konda, Ira Monarch, Carlo Ulrich, and Clay Walker, Technical Report, CMU/SEI-93-TR-6, Software Engineering Institute, June 1993.

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A Compendium of Risk Management Resources

Herding Cats

Let's start with a critical understanding of the purpose of managing risk on software development projects. Information about key project cost, (technical) performance and schedule attributes is often uncertain or unknown until late in the program. IEEE Transactions on Software Engineering , Vol. De Meyer, C.

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Without a Root Cause Analysis, No Corrective or Preventive Action is Credible - Part 1

Herding Cats

Gano, Atlas Books, 2007. What factors lead to software project failure?” “A Taxonomy of an IT Project Failure: Root Causes,” Walid Al-Ahmad, Et Al, International Management Review, Vol. Why Do Information Technology Projects Fail?” What Are Problem Causes of Software Projects? Perry, and Dieter Stoll, ICSE 2000.

2014 45
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Misunderstanding Making Decisions in the Presence of Uncertainty

Herding Cats

So in the end, if we are to make a decision in the presence of uncertainty, we MUST make estimates to develop a reliable shipping date while producing an accurate and precise estimate of the cost, schedule, and technical performance of the product shipped on that date. Eggstaff, Thomas A.

2003 46
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Cone of Uncertainty - Part Cinq

Herding Cats

Barry Boehm's work in “Software Engineering Economics”. The Cone is a project management framework describing the uncertainty aspects of estimates (cost and schedule) and other project attributes (cost, schedule, and technical performance parameters). This is due to many reasons. Prentice-Hall, 1981.

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Cone of Uncertainty - Part Trois

Herding Cats

Barry Boehm's work in “Software Engineering Economics”. The Cone is a project management framework describing the uncertainty aspects of estimates (cost and schedule) and other project attributes (cost, schedule, and technical performance parameters). This is due to many reasons. Prentice-Hall, 1981.