Merative Blog | Technology, Data, and Analytics in Healthcare

The rise of artificial intelligence in pharmacy practice

Written by Petra Schultz, PharmD | May 16, 2025 3:07:51 PM

Artificial intelligence (AI) is reshaping industries worldwide, driving significant advancements across the healthcare sector and its various domains. Healthcare professionals, including those in pharmacy practice, are witnessing the rising potential of AI technology in transforming patient care.

How is AI technology advancing pharmacy practice today?

AI is already transforming pharmacy practice by integrating into daily workflows to enhance efficiency and improve patient outcomes. Generative AI plays a role in providing fast, accurate insights, helping pharmacists make informed decisions with greater precision.

AI in clinical decision support

Artificial intelligence is enhancing clinical decision support systems by streamlining pharmacists' workflows and making the decision-making process more efficient. These AI systems can quickly analyze large data sets and provide near real-time evidence-based recommendations, saving valuable time for pharmacists and other clinicians. For instance, AI can streamline the process of locating specific clinical evidence needed to guide patient care decisions, reducing delays and ensuring patients receive timely interventions.

Access the webinar on-demand to explore how AI can unlock greater value from clinical evidence for a deeper understanding of its potential in daily pharmacy practice.

Where else does AI have potential for pharmacists?

AI systems are ideal for automating routine processes, and in pharmacy operations that could be inventory management, streamlining manual tasks, and reducing the administrative burden on pharmacists.

Other potential applications of AI in pharmacy could range from medication therapy management in clinical practice, to patient communications, and drug discovery, reshaping how care is delivered. These advancements could empower pharmacists to focus more on patient care, ultimately leading to more effective therapies, and potentially better health outcomes. Of course there are safety, regulatory and ethical considerations surrounding their deployment, which we must be aware of.

Let’s take a look at some potential areas for the use of AI across different sectors of pharmacy practice.

1. Clinical pharmacy practice

Within clinical practice, AI has the potential to revolutionize medication management, offering pharmacists advanced tools to help them optimize care. AI algorithms can analyze patient data, help flag drug interactions, recommend optimized dosages, and personalize treatment plans. Imagine AI-powered tools providing real-time alerts for clinical interventions, such as suggesting dosage adjustments or alternative therapies. However, it's crucial to emphasize that clinical verification by a human with specialist knowledge will always be essential to ensure patient safety.

Tools that use machine learning are already leveraging real-world evidence to predict patient risk and recommend the most effective treatments based on individual factors. By analyzing large datasets, including genetic information, medical history, and lifestyle factors, AI is beginning to support personalized medicine, tailoring treatment plans to improve outcomes and minimize adverse effects. We’re also seeing emerging AI technologies apply predictive biomarker matching, enabling pharmacists and providers in selecting medications aligned with each patient’s unique profile.

With its potential to enhance efficiency, reduce errors, and empower proactive, data-driven care, AI could transform the pharmacist's role, enabling them to deliver better and more personalized care.

2. Pharmacy operations

Pharmacy operations is another area where AI is beginning to make an impact. Automation tools could reshape pharmacy workflows by delivering insights and handling repetitive and time-consuming tasks such as inventory management, prescription processing, and medication dispensing. By doing so, AI tools could potentially help pharmacists reduce human error, boost efficiency, and ensure medication availability at the right time. If pharmacists automate these tasks, they could free up time to focus on the human side of care, such as conducting medication reviews with patients, medication adherence counseling, and addressing patient questions or concerns.

3. Patient communication

AI tools can also transform patient communication by enhancing interactions through chatbots and apps. Using natural language processing, chatbots deliver quick, accurate answers to common questions about medications and health concerns, improving accessibility in patient-provider interactions. By automating routine communications, these tools can free up pharmacists to focus on more complex tasks, making patient care interactions more efficient.

Apps powered by AI technology could further support patient care with features like medication reminders and symptom tracking, empowering patients while allowing pharmacists to focus on other areas of their workflow and making interventions.

4. Drug discovery

AI advancements in deep learning and big data have the potential to transform the pharmaceutical industry by enabling faster and more accurate drug discovery. Today, AI-powered tools can analyze extensive datasets, such as genomic information and clinical trial results, to identify promising drug candidates more efficiently. They may also streamline clinical trials through predictive algorithms that target specific patient groups and optimize designs, saving valuable resources.

It’s worth noting that the FDA framework for AI in drug and biological product development emphasizes transparency and safety, guiding responsible adoption of the technology in this area.

Will AI replace pharmacists in the future?

The use of AI in pharmacy practice is advancing rapidly, but rather than replacing the pharmacist’s role, I believe it augments their capabilities. Although what they will be doing may look a little different, AI has the potential to help pharmacists improve workflow efficiency, reduce medication errors, enhance patient safety and even improve health outcomes, through a variety of use cases. However, it lacks the human insight needed to fully address a patient’s unique needs.

Pharmacists bring critical expertise, offering personalized care, years of specialized education, and the human touch which is needed for person-centered patient interactions. By utilizing AI, pharmacists can reduce repetitive tasks and be armed with more meaningful insights, allowing them to dedicate more time to direct patient care.

What are the risks of AI tools in pharmacy?

The adoption of AI tools in pharmacy practice brings both opportunity and responsibility. One major concern lies in the regulatory and ethical considerations surrounding their deployment. Wherever AI models are analyzing sensitive patient data and health records, ensuring data security and privacy is crucial to maintaining public trust and compliance with regulations. The healthcare system must establish clear, robust guidelines for AI implementation in clinical practice to address these concerns while upholding ethical practices.

Patient safety remains at the forefront of these discussions. While AI has the potential to reduce errors and improve efficiency, it’s not free of risk. AI algorithms may occasionally misinterpret data or produce biased outputs if not properly validated, especially when tools are not built for purpose. These inaccuracies could compromise health outcomes. Continuous monitoring and refinement of AI models are essential to mitigate such risks and ensure their effectiveness in clinical settings.

Furthermore, the integration of AI into pharmacy practice must not overshadow the human element of care. Pharmacists play a vital role in bridging the gap between technology and personalized care. By prioritizing safety and leveraging technology responsibly, the healthcare system can maximize the benefits of AI while safeguarding public health and maintaining the trust of patients.

Preparing for the AI-driven future of healthcare

To unlock the full potential of AI, healthcare organizations and pharmacy teams must proactively adapt. By prioritizing AI literacy in pharmacy education and training, fostering collaboration in AI tool development, and committing to patient-centered care, clinicians can responsibly integrate AI into their workflows.

However, security and privacy must remain paramount in healthcare, ensuring patient data is protected at every step. Additionally, clinical validation is crucial to maintaining patient safety and delivering reliable solutions with real impact. This forward-thinking approach will not only enhance workflows but also has the potential to drive better health outcomes, ensuring pharmacy professionals work at the top of their licenses as leaders in innovation and patient care.

Watch the webinar

Watch this 15-minute webinar for expert insights from both a seasoned clinician and a data scientist perspective, examining how AI can unlock greater value from the rapidly growing universe of clinical evidence. The discussion explores considerations around human judgement, content sources, clinical validation and patient safety.