What should I watch out for with AI in elderly care & long-term care?

You work with special category personal data (health) of vulnerable clients who often cannot consent for themselves. Choose providers with NEN 7510 and ISO 27001, EU hosting and a data processing agreement, and check whether voice recordings are retained or used for training. Cameras and sensors require a DPIA, a case-by-case assessment (care plan, Care and Coercion Act) and clear agreements on who sees images or alerts. Reports drafted by AI remain the responsibility of the care worker: always read them back before saving.

Home / Safety / GLM (Z.ai) for elderly care & residential care

Z.ai (Zhipu AI)

How safe is GLM (Z.ai) for elderly care & home care?

GDPR profile for elderly care & care homesCaution

GLM (Z.ai) raises a concrete GDPR concern. Parent company Zhipu (Beijing) falls under Chinese data and security law, regardless of where the servers are located. For sensitive data, self-hosting the MIT-licensed weights is the recommended mitigation. Weigh this heavily before deploying it in elderly care & home care.

Where does GLM (Z.ai) stand in elderly care & residential care?

Shared spot 19 of 25 options for elderly care & residential care (professional tools and general assistants) on GDPR profile. 7 options share the GLM (Z.ai) profile: caution. Each tile is an option we track for this field; click for the check.

Strong7

Good6

Limited4

Unknown1

Caution7

Published safeguards

–EU hosting possibleNot known

–No training on your data (business)Not known

✓Self-hostable (on-premise)Yes

The international service Z.ai runs through JINGSHENG HENGXING TECHNOLOGY PTE. LTD. (Singapore); personal data is in principle processed in Singapore. According to the data processing agreement, API content is processed in real time and not stored. GLM-5.2 is open-weight under MIT and can therefore be fully self-hosted or hosted through an EU provider.

How to use GLM (Z.ai) safely

Use the business variant and sign a data processing agreement (DPA).
Do not enter unnecessary personal data into prompts; anonymise where possible.
Ask the provider explicitly where data is stored and processed.
Keep a professional in the loop: you are working with special category personal data (health) of vulnerable clients who often cannot give informed consent themselves.

Stronger or equally strong in elderly care & nursing homes

AttendiAttendi (Amsterdam, Netherlands)

Tessa (Tinybots)Tinybots B.V. (Rotterdam, NL)

G2 SpeechG2 Speech (Best, Netherlands / London, UK)

AutoscriberAutoscriber B.V. (Eindhoven)

Kepler Night NurseKepler Vision Technologies (Amsterdam, Netherlands)

Latest developments

26 October 2026Cloudflare Workers AI: GLM-5.3 leaked 155 answers between customers

Cloudflare reported that GLM-5.3 on Workers AI (@cf/zai-org/glm-5.3) returned data from other customers' requests in 27 answers between 9 August and 2026 September 155. Only prompts above 681,280 tokens were affected; the cause was a KV cache that was too small in the hosting configuration, not the model itself. Cloudflare found no evidence of misuse and fixed it on 9 September. If you used very long prompts containing personal data via Workers AI in that period, assess whether a data breach has occurred. source

Questions

How safe is GLM (Z.ai) for elderly care & residential care?: GLM (Z.ai) has a concrete GDPR concern. Parent company Zhipu (Beijing) is subject to Chinese data and security legislation, wherever the servers are located. For sensitive data, self-hosting the MIT-licensed weights is the recommended mitigation. Weigh this heavily before deploying it in elderly care & care homes. There is a concrete GDPR concern, read the details on the page.
Does GLM (Z.ai) train on my data?: The international service Z.ai runs through JINGSHENG HENGXING TECHNOLOGY PTE. LTD. (Singapore); personal data is in principle processed in Singapore. According to the data processing agreement, API content is processed in real time and not stored. GLM-5.2 is open-weight under MIT and can therefore be fully self-hosted or hosted through an EU provider.
What should I watch out for with AI in elderly care & long-term care?: You work with special category personal data (health) of vulnerable clients who often cannot consent for themselves. Choose providers with NEN 7510 and ISO 27001, EU hosting and a data processing agreement, and check whether voice recordings are retained or used for training. Cameras and sensors require a DPIA, a case-by-case assessment (care plan, Care and Coercion Act) and clear agreements on who sees images or alerts. Reports drafted by AI remain the responsibility of the care worker: always read them back before saving.

Source documents

docs.z.ai z.ai docs.z.ai

Everything about GLM (Z.ai) Best AI for elderly care & residential care

Summarised by the editorial team from provider documentation · not legal advice

Last checked: 1 November 2026 · How we check

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