
Why Business Intelligence Initiatives Fail Without Clean and Connected Data
Executives love the promise of business intelligence (BI). Dashboards that tell the truth. Reports that line up across departments. And strategies driven by real data

Executives love the promise of business intelligence (BI). Dashboards that tell the truth. Reports that line up across departments. And strategies driven by real data

OpenRefine is an impressive open-source tool – but it’s not built for enterprise-scale data quality issues. If you’re tidying up small datasets or fixing column

Alteryx built its reputation as a powerful analytics and automation platform. But when the problem isn’t just workflow inefficiency – it’s unreliable, inconsistent, duplicated, or

In a survey conducted by Validity, 44% of the respondents revealed that duplicate data significantly impacted their ability to fully leverage their CRM systems. Now,

Data matching helps ensure that disparate data sources are accurately aligned, cleansed, and ready for use. And that’s where an effective data catalog becomes essential

Data cleaning and matching are critical processes for maintaining data integrity and deriving actionable insights from large datasets. This review dives into the advanced techniques

Introduction The most common data issue that enterprises deal with is that of its quality. You have the right data applications deployed, the sources capture

A recent survey reported that the top KPI for data teams in 2021 was data quality and reliability. But the majority of the respondents said that they

Most companies trying to become data-driven cite poor data quality as one of the top 5 challenges. Invesp published a report where they discovered that

Fewer than half (49%) of data practitioners have high trust in their data. The rest are navigating critical business decisions with incomplete, inconsistent, and inaccurate

To understand and respond to trends that impact business performance, it’s critical that you know where to find corresponding data and how to tie the

“It takes $1 to verify a record as it’s entered, $10 to cleanse and dedupe it, and $100 if nothing is done, as the ramifications