Commentary|Articles|May 15, 2026

Pharmacy Times

  • May 2026
  • Volume 92
  • Issue 5

How Advanced Technology Is Reshaping Medication Safety and Pharmacy Practice

Fact checked by: Kelly King
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Pharmacists must balance the lifesaving automation of advanced technology with the harsh reality of a high-cost, high-risk transition.

The history of digital health in modern pharmacy spans several decades. From the early use of electronic medical records to the introduction of advanced digital tools, the journey has transformed the practice of pharmacy.

Modern pharmacists employ advanced technology at each stage of the medication process to prevent errors, increase medication safety, and improve patient outcomes. By shifting manual tasks to automated systems, pharmacists can focus their attention on clinical oversight and personalized patient education.1 By integrating real-time data, automated checks, and precision hardware, technology addresses the most common failings in the medication use process.

Core Technology and Benefits

Advanced pharmacy technologies combine hardware and software to automate time-consuming, repetitive tasks and provide personalized, data-driven clinical support. These tools are the backbone of modern pharmacy practice, ensuring prescriptions are processed accurately and safely. Examples of such tools include the following2-8:

  • Clinical decision support and interaction screening are artificial intelligence (AI)–driven tools that analyze large amounts of patient-specific data, including medical history, allergies, and laboratory results, and provide real-time warnings regarding drug interactions, irregular dosing, or contraindications.
  • Automated dispensing cabinets and robotic systems are tools for standardizing medication management and reducing risks from human error.
  • Barcode verification is used by both automated dispensing cabinets and robotic systems to ensure the medication dispensed matches the prescription exactly, virtually eliminating misidentification of the drug and/or its strength.
  • Digital image capture and visual verification tools improve medication safety using physical inspections with high-resolution digital records. These technologies create a closed-loop workflow that reduces dispensing errors, enhances verification detail, enables easy audits and accountability, and increases workflow efficiency.
  • Telepharmacy and virtual consultations allow for 24/7 expert oversight and patient education, as well as a more focused workflow, leading to improved patient interactions and fewer interruptions. These also expand access to medically underserved areas, improve adherence and patient outcomes, and enhance the patient experience.
  • Mobile health and smartphone applications empower patients to take an active role in their health care and provide tools that reduce errors. Dosage and refill reminders improve medication adherence, while pill identifiers help patients verify their medications, enabling them to report adverse events in real time, and comprehensive drug information is just a few clicks away.
  • AI and chatbots provide precision error detection, predictive risk assessment, personalized dosing, and intelligent dispensing. These tools offer patients instant access to medication information, enhance adherence, and provide real-time symptom screening.
  • Wearables and remote monitoring improve medication safety by providing continuous, real-time alerts that enable proactive treatment adjustments. This includes proactive adverse drug reaction, real-time dose optimization, and precision medication adherence.

Implementation and Operational Challenges

Integrating advanced technology into pharmacy is a costly endeavor. It’s also a delicate balancing act between clinical innovation and operational reality.

Incorporating advanced technologies requires significant upfront investment capital, as well as continuous operational expenses. These include maintenance contracts, software and licensing, and transaction fees. Then there are infrastructure and integration costs.9

Return on investment is often uncertain, as unplanned upgrade costs can extend the payback period beyond acceptable limits. Pharmacy technology evolves quickly, so systems may become outdated or require mandatory upgrades within a few years. Additionally, meeting strict compliance standards and investing in cybersecurity add significant administrative and financial costs.10

Integrating advanced technology into a pharmacy involves many operational challenges. The core challenges include fragmented data standards, closed systems that do not support third-party integration, data silos, and semantic interoperability (systems may exchange data, but not agree on its meaning).11

Additionally, every time new technology is installed, all employees must experience the learning curve. This slows workflow, creates longer wait times, and frustrates patients. Glitches must also be identified and reported.

Finally, the “digital divide” refers to the gap between those with easy access to technology and those without. This creates a 2-tiered system in which the most advanced services are available only to those who can access them. While technology has been implemented to bridge this gap, it can inadvertently widen it.

Ethical Barriers

Although technology offers significant safety gains, the pharmacy rollout faces several ethical dilemmas. These include data privacy and security, algorithmic bias, loss of the human touch, and liability and accountability concerns.

Personal data are not just information; they can be a legal and ethical landmine. Protecting it is difficult and expensive. If new technology has a security flaw, the pharmacy is held responsible. Fines for data breaches can reach millions of dollars. Pharmacies are prime targets for hackers because they store medical records, Social Security data, and credit card information. Cybersecurity is not a onetime purchase; it requires constant, expensive patches and monitoring.12

Algorithmic bias occurs when AI or software output is based on flawed, misleading, or prejudiced data. This is a safety and ethical issue that can lead to unreliable clinical advice, skewed risk scoring, a lack of transparency, and increased liability.

The human touch in health care is the clinical intuition and emotional support that technology cannot replace. This personal connection is paramount to building trust and making patients feel comfortable enough to share lifestyle, cultural, religious, and financial details that affect their treatment decisions.

Finally, when advanced technology is integrated into the pharmacy, the line of responsibility becomes blurred. If a technological failure occurs, the pharmacist is ultimately held responsible. This requires the pharmacist to trust the algorithms they didn’t have any input in and are unable to fully audit. As automation performs tasks, pharmacies are exposed to negligence lawsuits if they fail to detect a technological glitch that a human eye might have spotted.

Conclusion

Advanced technology in pharmacy has the potential to significantly reduce human error and improve medication safety through precision automation and data-driven insights. This high-tech future is hindered by prohibitive costs, fragmented interoperability, and workflow disruptions that can compromise the safety these systems are meant to protect. In addition to these operational challenges, ethical barriers challenge the profession to maintain its human touch.

About the Author

Kathleen Kenny, PharmD, RPh, earned her PharmD degree from the University of Colorado Anschutz Health Science Center. She has more than 30 years of experience as a community pharmacist and works as a clinical medical writer based out of Albuquerque, New Mexico.

REFERENCES
  1. Yu WN, Cheng YD, Hou YC, Hsieh YW. Implementation of medication-related technology and its impact on pharmacy workflow: real-world evidence usability study. J Med Internet Res. 2025;27:e59220. doi:10.2196/59220
  2. Sutton RT, Pincock D, Baumgart DC, Sadowski DC, Fedorak RN, Kroeker KI. An overview of clinical decision support systems: benefits, risks, and strategies for success. NPJ DigitMedicine. 2020;3(17). doi:10.1038/s41746-020-0221-y
  3. Weir NM, Preston K, Newham R, Bennie M. A mixed-method study of community pharmacy staff's use, perceptions and acceptance of barcode scanning technology. Health Policy Technol. 2021;10(1):155-162. doi:10.1016/j.hlpt.2020.11.005
  4. Zheng Y, Rowell B, Chen Q, et al. Designing human-centered AI to prevent medication dispensing errors: focus group study with pharmacists. JMIR Form Res. 2023;7:e51921. doi:10.2196/51921
  5. Everything you need to know about telepharmacy. Outcomes. January 5, 2026. Accessed March 13, 2026. https://www.outcomes.com/blog/pharmacy/guide-to-telepharmacy#:~:text=Many%20pharmacists%20find%20that%20telepharmacy,safety%20and%20clinical%20pharmacy%20efficiency
  6. Zhou TT, Wang R, Gu SJ, et al. Effectiveness of mobile medical apps in ensuring medication safety among patients with chronic diseases: systematic review and meta-analysis. JMIR Mhealth Uhealth. 2022;10(11):e39819. doi:10.2196/39819
  7. Clark M, Bailey S. Chatbots in health care: connecting patients to information: emerging health technologies. Canadian Agency for Drugs and Technologies in Health; 2024. Accessed April 7, 2026. https://www.ncbi.nlm.nih.gov/books/NBK602381/
  8. Serrano LP, Maita KC, Avila FR, et al. Benefits and challenges of remote patient monitoring as perceived by health care practitioners: a systematic review. Perm J. 2023;27(4):100-111. doi:10.7812/TPP/23.022
  9. US pharmacy automation devices market size, share & industry analysis, by product (automated medication dispensing systems [robotic dispensing systems and automated dispensing cabinets], automated packaging systems, and others), by distribution model (centralized, and decentralized), by end-user (hospitals, pharmacies, retail pharmacies, and others), and country forecast, 2024-2032. Fortune Business Insights. February 23, 2026. Accessed March 13, 2026. https://www.fortunebusinessinsights.com/pharmacy-automation-devices-market-106938#:~:text=RESTRAINING%20FACTORS,the%20expenditure%20on%20the%20devices
  10. Starr M. Regulators and pharmacies prepare for challenges posed by AI. Specialty Pharmacy Continuum. December 4, 2025. Accessed March 13, 2026. https://www.specialtypharmacycontinuum.com/Pharmacy-Technology-Report/Article/12-25/AI-Healthcare-Regulatory-Challenges/
  11. Ait Gacem S, Huri HZ, Wahab IA, et al. Investigating digital determinants shaping pharmacists’ preparedness for interoperability and health informatics practice evolution: a systematic review. Int J Clin Pharm. 2025;47:921-931. doi:10.1007/s11096-024-01851-6
  12. Ogundojutimi O, Akwei E, Antwi IK. Predicting cybersecurity risk in healthcare pharmacy infrastructures. Global Journal of Cyber Security (GJCS). 2025;3(1):1-20. doi:10.34218/GJCS_03_01_001

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