Redefining Elderly Care with Agentic AI: Challenges and Opportunities
On the map: LLM agents and tool use → Medical and scientific domain agents
Abstract (arXiv)
The global ageing population necessitates new and emerging strategies for caring for older adults. In this article, we explore the potential for transformation in elderly care through Agentic Artificial Intelligence (AI), powered by Large Language Models (LLMs). We discuss the proactive and autonomous decision-making facilitated by Agentic AI in elderly care. Personalized tracking of health, cognitive care, and environmental management, all aimed at enhancing independence and high-level living for older adults, represents important areas of application. With a potential for significant transformation of elderly care, Agentic AI also raises profound concerns about data privacy and security, decision independence, and access. We share key insights to emphasize the need for ethical safeguards, privacy protections, and transparent decision-making. Our goal in this article is to provide a balanced discussion of both the potential and the challenges associated with Agentic AI, and to provide insights into its responsible use in elderly care, to bring Agentic AI into harmony with the requirements and vulnerabilities specific to the elderly. Finally, we identify the priorities for the academic research communities, to achieve human-centered advancements and integration of Agentic AI in elderly care. To the best of our knowledge, this is no existing study that reviews the role of Agentic AI in elderly care. Hence, we address the literature gap by analyzing the unique capabilities, applications, and limitations of LLM-based Agentic AI in elderly care. We also provide a companion interactive dashboard at https://hazratali.github.io/agenticai/.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Placed in Medical and scientific domain agents, one of 16 directions in LLM agents and tool use. Builds on 3 of its 105 references that are in the map. First posted on arXiv 20 Jul 2025.
Builds on
3 of 105 references.
References · 3
Built on by
Citing papers per year: 2025: 1.
1 paper.
- 2025Socio-technical aspects of Agentic AIcited by 2
- 2025Socio-technical aspects of Agentic AI26 Dec 2025
Similar, not cited
Close in wording, no citation either way
- 2026AI-Care: A Conversational Agentic System for Task Coordination in Alzheimer's Disease Care
- 2025Agentic AI: A Comprehensive Survey of Architectures, Applications, and Future Directions
- 2025Advancing Responsible Innovation in Agentic AI: A study of Ethical Frameworks for Household Automation
- 2026ComBodied Agents: a New Paradigm of Human-Centric Agentic AI
- 2026Agentic AI in Healthcare & Medicine: A Seven-Dimensional Taxonomy for Empirical Evaluation of LLM-based Agents
- 2026Integrating Anomaly Detection into Agentic AI for Proactive Risk Management in Human Activity
- 2025Agentic AI for Scaling Diagnosis and Care in Neurodegenerative Disease
- 2025From Screens to Scenes: A Survey of Embodied AI in Healthcare