Posts Tagged ‘data quality’

We are witnessing a sea-change in the way data is managed by banks and financial institutions all over the world. Data being commoditized and, in some cases, even monetized by banks is the order of the day. Though this seems to be at a stage where some more push is required in terms of adoption […]

Data Warehouse/ETL Testing Data warehouse testing is a process of verifying data loaded in a data warehouse to ensure the data meets the business requirements. This is done by certifying data transformations, integrations, execution, and scheduling order of various data processes. Extract, transform, and load (ETL) Testing is the process of verifying the combined data […]

AI is reliant upon data to acquire knowledge and drive decision-making processes. Therefore, the data quality utilized for training AI models is vital in influencing their accuracy and dependability. Data noise in machine learning refers to the occurrence of errors, outliers, or inconsistencies within the data, which can degrade the quality and reliability of AI […]

Does this sound familiar: you’re running multiple point-of-care systems, each with redundant data points collected. But what happens when there are small variations in how data is captured and processed across these systems? As a healthcare provider client of ours discovered, inconsistent data can reduce revenue realization. It caused claims to be improperly matched and […]

New Year, New You… continued! Last week, I asked you to take a moment and think about your Marketo instance. When was the last time you focused purely on data hygiene for marketing automation? It’s a fresh new year, and now is the perfect time to refresh your data! As such, I posted a list […]

New Year, New You! It’s 2022! Take a moment and think about your Marketo instance. When was the last time you focused purely on data hygiene for marketing automation? If you’re like most Marketo Admins, it’s tough to find the time – but you know how important it is. Never fear, I’m not judging you! […]

In a recent Technology Tapas article, I mentioned identifying your data assets to understand how you might use data, what it can tell you about your business, and where there might be gaps in information. You may find your organization has lots of ideas, but you’re unsure where to start.  That’s okay!  The best way […]

According to the IDC’s Worldwide Artificial Intelligence Spending Guide, implementing AI has become a necessity for businesses to become more agile, innovate, and scale. And it appears that more companies are coming to terms with this as global spending is expected to reach more than $110 billion by 2024. In season 1 episode 3 of […]

The importance of data and analytics will continue to grow in 2020 and there are ten trends your organization should take note of to stay competitive. In the video below, I’ve outlined these ten trends and what you can do to stay on top of them. 10 Data and Analytics Trends in 2020 [Video] Data […]

The goal of any data quality program is to improve quality of data at the source. Once a financial institution’s data lineage capabilities are in place, a key starting point for data quality initiatives is the confirmation of critical data attributes for each major business line and functional area. The data quality program should define […]

The business capabilities presented in our new guide demonstrates how forward-thinking financial services companies are leveraging data governance to create value for the enterprise. Accurate and timely information continues to be a key driver of enabling better decision making. Capabilities such as data principles and strategy, data architecture, organizational roles, authoritative sources, data lineage, data […]

Two of the biggest data management challenges organizations face today are lack of awareness and security. Informatica World 2018, coming up in two weeks in Las Vegas, is an outstanding opportunity to learn how to mitigate these challenges, whether you’re currently leveraging Informatica tools or in the process of considering them. We’ll be there – […]