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Implications of Artificial Intelligence on Project Management

The IIL Blog

AI is a branch of computer science that focuses on providing computer hardware and software with the ability to execute intelligent tasks with Generative AI (GenAI) learning and improving with each query. For over a quarter of a century, the Standish Group has tracked, reported, and improved software-intensive project success rates. [1]

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Reading List for the Cone of Uncertainty

Herding Cats

The primary purpose of software estimation is not to predict a project’s outcome; it is to determine whether a project’s targets are realistic enough to allow the project to be controlled to meet them ? This variation can be explained by the fact that initial concepts do not describe the final software system accurate enough.

2012 48
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Risk Management Resources

Herding Cats

This blog page is dedicated to the resources used to assess risks, their impacts, and handling strategies for software-intensive systems using traditional and agile development methods. IEEE Transactions on Software Engineering , Vol. Software Engineering Institute, January 1996. México, 1 al 3 de Febrero de 2006.

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Misunderstanding Making Decisions in the Presence of Uncertainty

Herding Cats

The naturally occurring work effort in the development of a software feature - even if we've built the feature before - is an irreducible uncertainty. Hybrid–Agile Software Development Anti–Patterns, Risks, and Recommendations,” Paul E. McMahon, Cross Talk: The Journal of Defense Software Engineering , July/August 2015, pp.

2003 46
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A Compendium of Risk Management Resources

Herding Cats

This blog page is dedicated to the resources used to manage the risk encountered on software-intensive systems using traditional and agile development methods. Let's start with a critical understanding of the purpose of managing risk on software development projects. IEEE Transactions on Software Engineering , Vol.

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

Herding Cats

But before going further, let's establish the definitions we need to understand and apply Root Cause Analysis needed to discover the corrective and preventive actions to increase the probability of project success - especially Software Project Success. What factors lead to software project failure?” All for the want of a nail.

2014 45
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Misinterpretations of the Cone of Uncertainty

Herding Cats

The Cone of Uncertainty is a framing assumption used to model the needed reduction in some parameter of interest in domains ranging from software development to hurricane forecasting. Shrinking The Cone Of Uncertainty With Continuous Assessment For Software Team Dynamics In Design And Development,” Pongtip Aroonvatanaporn,” Ph.D.