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Data Quality Quotes

Browse 7 quotes about Data Quality.

Data Quality Quotes

“Completeness of crucial information is extremely important, as missing data is not only a cost issue but is also a massive lost opportunity issue...”

Opportunity Information Cost Data Information Technology Completeness Information Management Data Quality Data Quality Dimension Missing Data

Book:Data Quality: Dimensions, Measurement, Strategy, Management, and Governance

Source: Data Quality: Dimensions, Measurement, Strategy, Management, and Governance

“The degree of data quality excellence that should be attained and sustained is driven by the criticality of the data, the business need and the cost and time to achieve the defined degree of data quality.”

Quality Information Excellence Data Information Technology Degree Information Management Data Quality Data Management

Author:Rupa Mahanti, in Data Quality: Dimensions, Measurement, Strategy, Management, and Governance

“As AI reshapes financial planning in 2025, FP&A teams gain the power of real-time forecasts but face the problems of data quality gaps. It's important to blend human oversight with automated insights to deliver decisions that adapt well to market shifts.”

Ai Financial Planning Scaling Tech Startups Data Quality Fp A Automated Insights Human Oversight Real Time Forecasts

Book:The 6 Startup Stages: How Non-technical Founders Create Scalable, Profitable Companies

Source: The 6 Startup Stages: How Non-technical Founders Create Scalable, Profitable Companies

“You do not need to have zero percent data issues... In other words, you do not need 100% data quality.”

Information Data Data Quality Data Issues Data Quality Level

Author:Rupa Mahanti, in Data Quality: Dimensions, Measurement, Strategy, Management, and Governance

“Each data quality dimension captures a particular measurable aspect of data quality. In other words, the dimensions represent the views, benchmarks, or measures for data quality issues that can be understood, analysed, and resolved or minimized eventually.”

Data Data Quality Data Quality Dimension Data Quality Issues Data Quality Measurement

Book:Data Quality: Dimensions, Measurement, Strategy, Management, and Governance

Source: Data Quality: Dimensions, Measurement, Strategy, Management, and Governance

“Your data stories are as good as your data. With bad data you will end up narrating a fishy story.”

Data Data Quality Bad Data Data Humour Data Story

Book:Data Humour

Source: Data Humour

“If your data lake is not clean, it is a data swamp, and you cannot swim in a data swamp, can you?”

Data Quality Bad Data Data Lake Data Swamp Dirty Data

Book:Data Humour

Source: Data Humour