Tag: data-quality
The hard part of analytics AI is not the answer, it is figuring out the question
Everyone obsesses over whether the model reasons well. The real failure in AI over business data happens earlier, at the moment the agent decides what you meant. A confident answer to the wrong question is worse than no answer at all.
The data quality problem that breaks AI
The data quality problem that breaks AI is not imperfect data - it is how AI learns from your existing data problems and multiplies them until they destroy everything you built, with a 2024 RAND Corporation study finding more than 80 percent of AI projects fail, and poor data quality among the leading culprits