Reimagining psychiatric care with agentic AI: promise, challenges, and a roadmap forward

Переосмысление психиатрической помощи с помощью агентного ИИ: перспективы, вызовы и дальнейшая дорожная карта
Divya Sharma, Shakila Meshkat, Argyrios Perivolaris, Mohammad Amin Kamaleddin, Bazen Gashaw Teferra, Alice Rueda, Reza Samavi, Rakesh Jetly, Vijay Mago, Yuqi Wu, Y Zhang, Bo Cao, Andrew Greenshaw, Sri Krishnan, Venkat Bhat
2026-02-16

agentic artificial intelligenceclinical decision supportpsychiatric careresponsible implementationtherapeutic alliance
Agentic artificial intelligence (AI) represents a pivotal shift in clinical decision support, moving beyond static tools by reasoning, adapting, and acting alongside clinicians. Psychiatry, grounded in subjective experience, trust, and longitudinal care, offers both an opportunity and a high-stakes testbed. Agentic systems may enhance documentation, personalize care, support continuous monitoring, and extend access, while raising risks around bias, explainability, privacy, and therapeutic alliance. In this Perspective, we (i) define psychiatry-specific agentic AI distinct from decision-support and fully autonomous systems; (ii) synthesize current evidence across studies; (iii) propose assistive, collaborative, and semi-autonomous roles; and (iv) outline a roadmap for responsible implementation.
1
Agentic AI is distinguished from static clinical decision-support and fully autonomous systems by its ability to reason, adapt, and act alongside clinicians.
2
Major risks include bias, limited explainability, privacy threats, and disruption of the therapeutic alliance.
3
Potential benefits include improved documentation, personalized treatment, continuous patient monitoring, and expanded access to psychiatric care.
4
Psychiatry is a promising but high-stakes setting for agentic AI because care depends on subjective experience, trust, and longitudinal relationships.
5
The paper proposes assistive, collaborative, and semi-autonomous roles and a roadmap for responsible implementation of agentic AI in psychiatry.

Agentic artificial intelligence systems in psychiatric care

Their clinical roles, benefits, risks, and responsible implementation in relation to decision support, personalized care, monitoring, access, and the therapeutic alliance

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Publication Date
2026-02-16
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Authors
Divya Sharma
Shakila Meshkat
Argyrios Perivolaris
Mohammad Amin Kamaleddin
Bazen Gashaw Teferra
Alice Rueda
Reza Samavi
Rakesh Jetly
Vijay Mago
Yuqi Wu
Y Zhang
Bo Cao
Andrew Greenshaw
Sri Krishnan
Venkat Bhat
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