Pandata Blog

AI design and development for high risk industries

AI + Privacy
Is AI Really Surveillance? [Insight From Collision Conference]

Is AI Really Surveillance? [Insight From Collision Conference] When you hear the word “surveillance” what comes to mind? You might be thinking about hidden cameras, tracking website history, public health monitoring, or a military operation. It’s often construed as invasive

AI Strategy
How To Develop an AI Strategy That Yields Positive ROI

How To Develop an AI Strategy That Yields Positive ROI This post is part of a series designed to help AI-interested regulated industry leaders overcome challenges to successful AI design. For more information, download Top Challenges to Designing AI in

machine learning
What Can I Expect From the Future of Machine Learning?

What Can I Expect From the Future of Machine Learning? Machine learning has come a long way since the 1952 introduction of the first computer learning program. In 1980, data scientists created Explanation Based Learning, where a computer could create

ethical AI
Who Is Responsible for AI’s Mistakes?

Who Is Responsible for AI’s Mistakes? This post is part of a series that features answers to top AI questions, straight from our data scientists. To receive similar content to your inbox, subscribe to our monthly email digest. Strategizing, designing,

Regulated industry AI
3 Tips for Setting and Managing Realistic Expectations for AI Projects  

3 Tips for Setting and Managing Realistic Expectations for AI Projects   This post is part of a series designed to help AI-interested regulated industry leaders overcome challenges to successful AI design. For more information, download Top Challenges to Designing AI

can AI generate humor
Can AI Generate Humor? [+How Business Leaders Can Learn From It]

Can AI Generate Humor? [+How Business Leaders Can Learn From It]  We all know a bad joke when we hear one. Sometimes one person’s bad joke is another person’s knee slapper.  “If the mushroom was such a fungi, why didn’t

Exploring the Art of AI with Data Science Consultant Niki Agrawal 

Exploring the Art of AI with Data Science Consultant Niki Agrawal  Niki Agrawal’s passion for inspiring creativity with the scientific method led her to her career as a Data Science Consultant with Pandata. Read on to learn more about her

regulated data
Transforming Data into Actionable Intelligence in Regulated Industries

Transforming Data into Actionable Intelligence in Regulated Industries In the first of a series of fireside chats between Bo Howell, CEO of Joot and owner of FinTech Law, and Cal Al-Dhubaib, CEO of Pandata, the two discuss managing data and

responsible machine learning
How To Cultivate a Responsible Machine Learning Culture in Your Organization

How To Cultivate a Responsible Machine Learning Culture in Your Organization Even though we’ve come a long way in improving the accuracy and integrity of AI, it’s still far from perfect. If no one is responsible for your AI, how

anomaly detection
What is Anomaly Detection? And Why Is It Critical to Your Trusted AI Project?

What is Anomaly Detection? And How Can It Be Used in Your Trusted AI Project? Anomaly detection, also called outlier analysis, refers to uncovering and analyzing anything in a dataset that deviates from the norm. Anything that falls outside of