Introduction

A few short years ago, the idea of collecting a million data points per day during any process was unfathomable to most organizations. Now, with powerful acquisition methods and affordable storage options, we’re awash in data. The challenge lies in sifting insights from this deluge and converting them into actions that transform processes and organizations.

AI’s Role in Transformation

AI can help organizations analyze and identify patterns in data, promising to radically change operations, enhance productivity, and even save lives in high-risk industries. However, true AI transformation requires a deeper understanding of human behavior.

Understanding AI Transformation Stages

AI transformation occurs in three stages: collect data, find insights, and take action. The latter two stages necessitate a profound understanding of what drives human behavior, including fears, motivations, and cognitive limitations.

Using AI to Save Lives

Dr. Teodor Grantcharov from Stanford University exemplifies this process by using AI to analyze surgical errors. His “operating room black box” captures up to 1 million data points daily, including audio-visual data and biometric readings from the surgical team.

Step 1: Collecting Data

The first step is collecting data, which is now easier than ever. Grantcharov’s platform has been implemented in around 20 operating rooms across the U.S., capturing a wealth of information.

Step 2: Finding Insights

Identifying patterns in data is where AI excels. Grantcharov’s team found that stressed surgeons had a 66% higher chance of making errors, highlighting the importance of understanding human factors.

Step 3: Taking Action

Once AI reveals the sources of errors, hospitals can introduce new procedures to prevent mistakes. This involves establishing priorities, habits, and systems to foster a culture of improvement.

Beyond the Operating Room

AI’s potential extends beyond healthcare. In various sectors, AI can analyze data to drive action and improve processes. However, it requires a hypothesis worth testing to unlock its full potential.

Conclusion

Whether in the operating room or the boardroom, AI can help unlock potential in organizations. As technology becomes more central to our lives, understanding human interaction with data is crucial.

Sources: VentureBeat