ETHORITY®
Global edition · EN
Health AI goes clinical.
More than 1,600 AI-enabled devices are authorised in the US. What the market offers patients and clinicians, what the evidence shows and the rules by jurisdiction.
Version 1.5 · 40 pages
Open the study →Original edition · EN
AI for Care in Ageing Societies
82% of Swedish municipalities already offer digital night supervision at home. What China, Japan, the Nordics, the US and Germany do to give time back to care.
v1.5 · 23 pages · 27 Oct 2026 · Edition
Research populations, geographical scope, source dates and limitations are stated in this edition. The research catalogue and the interactive website catalogue cover different populations.
Look inside this edition
Edition, source scope and file
AI_for_Care_in_Ageing_Societies_Good_AI_Prism_Study_2026-27_EN_v1.5_20261027.pdf · Edition 1.5
Research populations, geographical scope, source dates and limitations are stated in this edition. The research catalogue and the interactive website catalogue cover different populations.
Research method and catalogue coverage →EXECUTIVE SUMMARY
From market context to a decision you can use.
Orient: start with the care task
Ageing populations and workforce pressures make care capacity a practical question for providers, policymakers and technology teams. This study examines that context alongside AI applications in care and health services. Read the selected geographical edition first: a global comparison, a national situation and an original research perspective are different lenses. A demographic projection describes a possible future population under stated assumptions. It does not tell an individual care organisation which product to buy. Begin with a specific task, the people affected and the service standard that must be maintained.
Understand: connect technology with the work
The reading connects demand for care, workforce constraints and examples of AI-supported work. Documentation, scheduling, monitoring and clinical support should be assessed as distinct uses. Each has different users, information needs and consequences when something goes wrong. Ask where effort could be reduced without transferring a hidden burden to care workers, patients or relatives. A tool that produces an answer quickly may still require checking, explanation or correction. Involve the people who will use the system and those who will receive care before selecting a trial.
Prove: read each result in its setting
The study brings together demographic sources, sector information and research on particular applications. Keep the evidence level attached to each result: a reported deployment, an observational study and a controlled clinical comparison establish different things. Check the setting, population, date, comparator and outcome before carrying a finding into your own service. A reduction in one measured activity is not automatically an improvement in overall care or a financial saving. The original pages retain their source references and qualifications so readers can examine the basis of the argument.
Decide: define responsibility and safeguards
A care application needs an explicit boundary around what the system may suggest, what people must decide and when a case is escalated. Establish access, data handling, human review and the ability to work safely during an outage. Include training, integration and supervision in the cost case. Measure the relevant care outcome alongside workload and service quality. Potential time savings should have an agreed destination, such as more time with people or a reduced backlog; they are not realised financial value until the corresponding change is demonstrated.
Act: make the next investigation specific
Use the study to formulate a question for the Health & Life Sciences area of the Prism, then inspect the sources behind a small shortlist. Request product-specific evidence for your intended use and location. Agree a bounded pilot, a responsible owner and criteria for continuing or stopping. The calculator can help expose assumptions; a Decision Brief can frame the comparison for a defined business question. This reading supports informed investigation. It does not replace clinical evaluation, professional judgement or the permissions needed for a particular medical use. A useful pilot record states who may use the system, which cases remain outside scope and how users report a problem. Compare the same workload before and during the trial, including checking time and escalations. Review the result with care staff and service users. Record a decision to continue, revise or stop, together with the evidence and the person accountable for the next step.
Source: selected study v1.5 · EN. This editorial reading guide preserves the source edition’s scope; practical next steps are recommendations, not observed outcomes. Read the source overview ↗
THE FINDING AT A GLANCE
Germany may miss 690,000 care workers by 2049.
82% of Swedish municipalities already offer digital night supervision at home. What China, Japan, the Nordics, the US and Germany do to give time back to care.
Read the sources and scope on the figure. The graphic is a separate format of this publication; it does not change the study’s research population.
PDF · SHA-256
7ee35cdf98d470c625ff8bbf26453b51f3079d7e61a00e460839074117695916 Authorship, rights and AI assistance
Sten Franke & ETHORITY
© 2026 ETHORITY & STEN.AI LLC. Text and exhibits may be quoted with source attribution. Good AI Prism artwork: CC BY-NC-ND 4.0 (artwork only; data, software and third-party marks not covered); commercial use by licence on request: https://ethority.ai/products/research-licensing
Produced with AI assistance: research compilation, drafting, German and English language work, layout and rendering were carried out with AI systems (OSIRIS) under ETHORITY editorial direction (Sten Franke). Figures carry their cited sources.
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Explore another perspective
Global edition · EN
AI-generated drugs reach Phase 3.
AI-supported breast screening cut screen-reading workload by 44%. The first late-stage trials, the evidence and the money in drug discovery, cancer care and ageing science.
Version 1.7 · 40 pages
Open the study →
Global edition · EN
961 AI offerings. One map. Decide now what you will use in 2027.
The Good AI Prism helps you find useful AI and compare the evidence behind your options. For organisations already using AI, the question is moving from whether to use AI to which AI, how safely and whether it pays. This Global edition brings together 961 AI offerings across 24 topic areas, 8 data types and 6 technology layers, with sources, dates and limits to guide your next decision.
Version 2.6 · 90 pages
Open the study →