What administration costs a social worker’s day
Documentation requirements in Swedish social services have increased markedly over the past decade. Today, the average social worker spends up to 60% of their working time in front of a screen. Here is how modern AI can give hours back to the meeting with the client.

The documentation burden in numbers
Studies by the trade unions Vision and Akademikerförbundet SSR consistently show that administrative overload is the single biggest cause of staff turnover and stress in Swedish social services. Every hour spent in conversation with a family, a young person or someone applying for assistance often requires one to two hours of follow-up work.
The caseworker has to transcribe their notes, structure the information according to BBIC (Children’s Needs in Focus) or IBIC (Individual’s Needs in Focus), weigh the facts against current legislation and finally enter the text into the municipality’s case management system, such as Pulsen Combine, Treserva or Lifecare.
The loss of quality in manual record keeping
When case notes are written late in the afternoon or several days after a client meeting, valuable details are lost. The caseworker is forced to rely on hastily scribbled bullet points in a notepad. This not only causes personal frustration but also poses a real risk to legal certainty.
With the new Swedish Social Services Act, the demands for accessibility, early intervention and prompt case handling are higher still. Meeting these demands with unchanged ways of working and manual routines is an equation that does not add up.
How AI changes the time required in practice
A specialised AI assistant can listen during the conversation and document the meeting in real time, whether it takes place at the office, by phone or during a home visit. The AI distinguishes who says what, captures the relevant facts and structures the note directly according to your organisation’s own assessment templates.
The caseworker no longer has to start from a blank page. Instead, a finished, well-written draft is reviewed and approved. Our measurements from municipal pilots show a time saving of 20 to 40 minutes per client meeting.
More time for the human encounter
The aim of AI in social services is never to replace the social worker’s professional judgement. On the contrary, it is about taking the mechanical writing work off their hands, so that the social worker can be fully present in the room, listen actively and build the trusting relationship that successful social work depends on.
Summary
By automating assessment notes and case notes directly from the meeting, municipalities can save hundreds of hours per caseworker every year, with greater legal certainty and less administrative stress as a direct result.
Want to try it in your organisation?
Book a walkthrough and see how your templates can be automated.