Tieto Caretech

How Höör Municipality improves documentation quality with mobile AI support

The Swedish municipality Höör uses Lifecare AI Documentation Support on mobile to make care documentation simpler, clearer and more consistent.

We’re seeing both more documentation and better quality, which has been very positive.

Daniel Ragntoft, system administrator, Höör Municipality

The challenge

In home care, the pace is high and each working day involves many visits. At the same time, documentation is an important part of the job and needs to be accurate and clear. Previously, staff either documented directly on their mobile phones or made notes on paper to enter into the system later when they returned to the office.

This meant that documentation could easily become another task to fit in between visits. Staff needed to remember details from previous visits while keeping their attention on the person in front of them. The Swedish municipality Höör therefore saw a need for support that could make documentation easier and help staff stay more present in each interaction.

The solution

Höör Municipality uses Lifecare AI Documentation Support in both Lifecare Provider and Lifecare Mobile Care (LMO). On mobile, care staff can dictate a care record entry directly after a visit instead of typing it on the phone. Speech is converted into text, and the AI support helps improve the language, structure and clarity.

The support is designed not only to make documentation easier, but also to improve its quality. The AI has been trained based in part on the Swedish National Board of Health and Welfare’s guidelines for documentation and suggests ways to improve the record entry. Once the entry is complete, the AI can also highlight relevant next steps in the process. For example, if a fall has been documented, the user can be prompted to create an incident report.

The user remains in control throughout the process and always reviews, edits and signs the record entry. The AI acts as a support tool, not a decision-support system.

The functionality is part of Lifecare and linked to the correct person and user permissions. Care record data is stored in Lifecare, while audio and text used for temporary processing are automatically deleted afterwards.

Lifecare AI Documentation Support is not trained on customer data.

Benefits at a glance

Early results

Lifecare AI Documentation Support helps make documentation easier in everyday home care, while supporting more consistent quality and keeping staff in control.

  • 1

    Document directly on mobile

    Speech-to-text makes it easier to document after a visit without typing on a small phone keyboard.

  • 2

    Clearer, more consistent notes

    The AI support helps with language, structure and phrasing, making the documentation easier for the next person to follow.

  • 3

    Support for quality and learning

    Employees receive immediate feedback and always retain responsibility for reviewing and signing the text.

The value in everyday mobile work

In Höör, the greatest benefit is described as higher-quality documentation. Speech-to-text makes it easier to capture what has happened, including for employees who are unsure how to phrase record entries. When follow-up work becomes simpler, staff are also better able to stay present in each interaction and focus on the individual.

We should not squeeze in two extra visits just because we save time. We want to use that time to improve the quality of care for residents.

Daniel Ragntoft

Implementation

The pilot started in April 2026 and included the entire home care service, around 80 employees. Höör had already had positive experiences with AI Documentation Support in the provider module and therefore chose to test mobile use across the organisation, rolling it out in stages to groups over two-week periods.

The municipality has placed great importance on information and dialogue. At workplace meetings, employees learn how the support works, how AI is used in the solution and that responsibility always remains with the person who writes and signs the documentation.

The mobile workflow is particularly useful when staff make between 8 and 16 visits during a shift. When conditions are suitable, they can dictate the documentation after a visit, for example in the car before the next service. This is never done while driving and always in a place where confidentiality can be maintained.

Greater presence and quality

For Höör, mobile use is also about making better use of time. When documentation can be completed closer to the visit, staff do not need to remember details or save notes for later. The time saved is not primarily intended for more visits, but for greater presence, support and quality for residents.

AI supporting continuous quality improvements

The municipality also sees a learning effect. Feedback on language, structure and content can help employees gradually improve their care documentation. Höör wants to continue developing the use of the support feature across health and social care and monitor its effect on quality.

For municipalities looking to strengthen home care documentation, Höör’s example shows the value of combining mobile access, speech-to-text and feedback in the same workflow, while keeping professional responsibility at the user’s end.

See how the support works in practice

Explore what Lifecare AI Documentation Support can do for your organisation