Pandata Blog

Approachable, Ethical, Human-Centered AI

healthcare AI
Why Trusted AI Has to Matter in the Healthcare Industry

Why Trusted AI Has to Matter in the Healthcare Industry  Over the last few years, healthcare providers have increasingly offered telehealth appointments, managed digital transfers of medical records, and encouraged patients to take a more active role in monitoring their

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

How to Identify AI Communication Gaps and Avoid Project Failure [ODSC West Insights]

How to Identify AI Communication Gaps and Avoid Project Failure [ODSC West Insights] Only 12% of AI projects actually reach production and yield business results.  Why is that? The landscape of AI has exploded in complexity and as a result,

Trusted AI
Pandata’s Proactive Approach to Trusted AI

Pandata’s Proactive Approach to Trusted AI At Pandata, we advocate for Trusted AI that is approachable and ethical. This means acknowledging that sometimes there is no right answer but because we have a duty to safeguard others from unintended consequences,

Trusted AI
3 Sessions on Responsible AI You Won’t Want to Miss At ODSC West 2021 

3 Sessions on Responsible AI You Won’t Want to Miss At ODSC West 2021  The first-ever hybrid Open Data Science Conference (ODSC) West event is next week and our team can’t wait to join hundreds of other data scientists to

From Pigeon Navigation to Pandata: A Chat with Hannah Arnson, Director of Data Science

From Pigeon Navigation to Pandata: A Chat with Hannah Arnson, Director of Data Science When Hannah Arnson was just a little girl, someone gave her the perfect gift. Her Fisher-Price® Micro Explorer Set™ featured a 30-power microscope, a specimen bottle,

Bias in AI
4 Ways to Reduce Bias in AI

  4 Ways to Reduce Bias in AI Ever since the advent of the first computer, programmers have known that garbage in equals garbage out. In other words, the quality of what you enter into your machine determines the quality

diversity and inclusion
Is Lack of Diversity in AI Costing Your Business?

Is Lack of Diversity in AI Costing Your Business? One day in 2019, the legal team at Facebook woke up to a lawsuit in their inboxes, filed by the U.S. Department of Housing and Urban Development. The charge? Facebook was