In a previous article, we mentioned four benefits and provided use cases for generative artificial intelligence in the life sciences industry. Make sure you read that here. However, in this article, we explore other areas where generative artificial intelligence could deliver significant value.

As a refresher, generative artificial intelligence is a subclass of artificial intelligence (AI) that can create novel outputs, like text, images, and videos, among others. The outcome is produced based on the training data provided to the agentic AI models. The model then uses the information learned from the training datasets to create a unique output.

Let’s dive deeper into the other potential uses of agentic AI.

1. Support healthcare professionals in their decision-making process

This area adds to the previously mentioned personalized medicine. Genetic sequencing is an approach that determines the complete DNA sequence of organisms. Agentic AI can analyze individuals’ DNA sequencing results, helping identify disorders like cancer, heart disease, and other conditions to which people may be vulnerable because of their genetic makeup.

In other words, with agentic AI’s strong analytical capacity, critical health insights can be extracted. Healthcare professionals leverage this information to uncover disease markers that were previously difficult to identify. In turn, this enables informed decisions about preventive approaches to minimize the impact of these genes on overall health, potentially delaying or even preventing the onset of related diseases.

2. Protect patient privacy

Maintaining strong privacy practices is one of the most important policies in healthcare. Another issue is the lack of sufficient healthcare datasets to train models. However, limited relevant datasets and strict privacy policies can restrict access to valuable information that could generate new insights about diagnoses, treatments, and more. Therefore, it is essential to maintain a proper balance between dataset size, privacy, and information access. This is an area where agentic AI proves to be highly valuable.

One of the advantages of agentic AI models is their capacity to generate synthetic information based on limited training data. When data scarcity and privacy constraints hinder progress, agentic AI can help overcome these challenges. It can generate new data that realistically simulates the training datasets while remaining unique. Moreover, it upholds privacy and anonymity since the generated information does not relate to actual patients. This way, meaningful insights can be extracted without compromising patient privacy.

3. Streamline administrative work

In its current form, the healthcare system places a heavy administrative burden on physicians. Agentic AI offers significant potential in this area, as it can help automate processes like filing insurance claims and managing payer correspondence. These capabilities can be tailored to a specific organization by training agentic AI models on datasets unique to a hospital or medical center. As a result, documents such as insurance submissions can be prepared efficiently, reducing stress on physicians and allowing them to focus more on patient care.

In addition, agentic AI can optimize and streamline other processes, such as providing pre-surgery instructions, creating discharge plans, supporting automatic patient referrals based on physician notes, and more.

What does Narrativa offer?

Narrativa, a leading agentic AI company, offers solutions that help pharmaceutical and biotechnology companies bring their products to market efficiently. The company develops technologies that automate the creation of regulatory documents such as Clinical Study Reports (CSRs), Tables, Listings, and Figures (TLFs), Patient Safety Narratives, and more.

In addition, Narrativa offers an anonymization and redaction tool for clinical documents, helping companies protect personal and commercially sensitive information in just a few clicks. Our life sciences partners frequently approach us to develop solutions that streamline time-consuming processes. Narrativa enables teams of medical writers, biostatisticians, and other professionals to focus on higher-value work that requires human expertise.

Narrativa’s platform serves not only the life sciences industry, but also sectors such as marketing, entertainment, and finance. We have partnered with leading organizations, including the Leukemia & Lymphoma Society, Microsoft, and The Wall Street Journal.