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Critical Governance, Ethical, and Regulatory Considerations in Deploying AI Solutions and How to Address Them

04.01.26
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385+ revenue cycle management companies to know | 2026

03.31.26
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AI Can Quickly Become a Confident Liar. Dimensional Insight Explains How to Prevent It.
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02.17.26
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20 Marketing Challenges Leaders Are Facing This Year—And How To Solve Them

New Episode of the Knowledge Forum!
- DivePort: Controlling First-Load Behavior with Defaults
- Squashing vs. Diving: Comparing Spectre Flow and Spectre Dive
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New Episode of the Knowledge Forum!
- DivePort Page Types
- Crosstab: Brand Analysis in NAVO
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Dimensional Insight named a Strong Performer in the 2025 Voice of the Customer for Analytics and BI
Distinction in Gartner Report Is Based on Feedback and Ratings from End-User Professionals
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Dimensional Insight Recognized in KLAS 2025 Consistent High Performers Report
Recognition underscores Dimensional Insight’s long-term commitment to trusted partnerships, measurable outcomes, and customer satisfaction in healthcare analytics
12.05.24
New Episode of the Knowledge Forum!
- Using Program Advisor
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12.01.25
Press coverage
Leveraging Advanced Analytics and AI Tools to Derive Actionable Insights from Complex Healthcare Datasets

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AI’s Role in Preventing Fraud Depends Upon Trusted Data
Whether or not you are someone who relies on artificial intelligence in your everyday life, it has become an unavoidable reality. It may be something you deliberately use to help develop a website or some other task that may have previously seemed out of reach, or it could be something you encounter unintentionally, calling a company on the phone and talking to AI rather than a real person.
For those who are skeptical of the technology, there is an underlying worry about fraud. What if bad actors are using AI to alter reality in a way that influences someone’s vote or misrepresents the truth? For every possible misuse of AI technology, though, there is the opposite possibility – that it can be used to help identify and combat those bad actors. Here are some of the ways AI can be used to help keep people safe, and the role data plays in all of it.
Census Data Helps Inform Decisions in Higher Education
Decision-makers in higher education have an immense amount of data they use in their work. Depending on the issues they are trying to address, they can pull financial, campus building, current student, former student, or prospective student data, to name a few. Those are just the data points the college can generate on its own. There is also data that comes from outside sources.
One such source is the United States census. Every ten years, in years ending with a 0, what’s known as the decennial census is taken. Those results can help many different industries make decisions about areas that are growing – or decreasing – in population. In between the decennial counts is the American Community Survey (ACS), which can provide more fresh datasets related to the U.S. population. The 2024 5-year estimates were released recently. Here’s how that data can influence the work of colleges and universities.