Articles Related to data quality

If you build it, a data lakehouse, they will come

If your IT department builds a data lakehouse, will business end-users come? Unfortunately, some CIOs forget they’re not working with Kevin Costner on a...

Lessons from the Phoenix HR/payroll system fiasco

The long-running story of the ailing Phoenix payment system is a critical case study for CIOs contemplating overhauling applications in the portfolio of systems...

Top 10 causes of stalled AI/ML projects

Discussing the ten most common causes of AI/ML projects stalling (and eventually being cancelled), and how to formulate a plan to accelerate project process.

Skeptical about explainability of AI-derived recommendations?

As a senior executive or CIO, how can you assure yourself that Artificial Intelligence or Machine Learning-derived recommendations are reasonable and flow logically from the project work that has been performed? Here are some high-level questions that you can ask the team about explainability.

Skeptical about the team competencies that delivered the AI-derived recommendations?

As a senior executive or CIO, how can you assure yourself that artificial intelligence (AI) or machine learning (ML)-derived recommendations are reasonable and flow logically from the project work that has been performed?

Skeptical about the variables underlying the AI-derived recommendations?

As a senior executive or CIO, how can you assure yourself that AI or ML-derived recommendations are reasonable and flow logically from the project work that has been performed? Try these tips.

Skeptical about how AI-derived recommendations align with corporate strategy?

Here are some high-level questions that you can ask the team about corporate strategy.

Skeptical about the data and model congruity used for AI-derived recommendations?

As a senior executive or CIO, how can you assure yourself that Artificial intelligence (AI) or Machine Learning (ML)-derived recommendations are reasonable and flow logically from the project work that has been performed?

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