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Aipedia: Social workers
Social workers can use AI to record visits and draft case notes, but Social Work England expects them to own the accuracy of the final record. A wrong note can shape decisions about a family for years.
Part of: AI in social work
In short
Transcription and case-recording tools are among the most used AI tools in social work. They listen to a visit or meeting, produce a transcript and draft a case note. Social Work England's research says social workers should be responsible for the accuracy and reliability of their recordings, and standard 3.11 requires records that are accurate and show how decisions were reached. Consent is harder when people are vulnerable or lack capacity. The Ada Lovelace Institute found frontline staff may carry a disproportionate share of the risk when the tools get it wrong.
A social worker starts a recording on a work phone or laptop at a home visit, strategy meeting or review. The tool transcribes the conversation and produces a structured draft: who was present, what was said, concerns and actions. The worker edits and saves it to the case management system. SWE's research found transcription and case-recording support among the most used generative AI tools, with uneven take-up and employer policies that vary.
The Ada Lovelace Institute, reported by LocalGov, interviewed 39 social workers in 17 councils. Time savings were reported, but views on accuracy and on who oversees outputs varied widely.
The main duties that apply are:
Full detail of each body's position is on Social Work England and BASW on AI.
SWE's research notes that consent is more complex when recording people who are vulnerable or lack capacity. A parent under stress, a child, or an adult with fluctuating capacity may not understand what a recording tool does with their words. Record how you explained it and what was agreed, and have a plan for visits where recording is not appropriate. Capacity issues are covered further in AI in mental capacity and best interests work.
Illustrative scenario: a transcription tool mishears a child's description of who lives in the house and the draft note records the wrong adult as present. The social worker, short of time, approves the summary without comparing it to the audio or their own notes. The error is copied into a later assessment and a multi-agency meeting proceeds on the wrong facts. When the family complains, the record shows no sign of human checking.
Other common failures include speaker confusion in group meetings, missing hesitations or distress that mattered, invented detail filling gaps in poor audio, and summaries that soften or harden a concern. Each can feed into decisions about a child or adult at risk.
For employed social workers, a claim arising from an inaccurate record is usually handled through the employer's arrangements, provided the tool was used within the employer's policy. Using an unapproved tool weakens that position; see AI on personal devices. A regulatory referral is personal to the registrant, and an inaccurate record can become a fitness-to-practise concern; see AI errors and fitness to practise.
Independent social workers carry the risk themselves. A PI policy commonly responds to negligent professional work regardless of the drafting method, subject to its terms and any exclusions. Check how it treats AI-assisted work; see does PI cover AI mistakes?.
These steps reduce the risk:
Apex arranges PI for independent social workers and social care practices. A broker can review whether your cover responds to records and reports prepared with transcription tools; see PI for social workers and children's services and the AI in social work hub.
Only if your employer has approved the tool and you have explained it to the people present. SWE's research says consent is more complex for people who are vulnerable or lack capacity, so record what you explained and what was agreed, and do not record where it is inappropriate.
Yes, once you approve it. SWE's research says social workers should be responsible for the accuracy and reliability of their case recordings and how they use AI, and standard 3.11 applies whatever produced the first draft.
BASW's guidance, as reported, advises keeping your own notes during assessments. Short notes of key facts, names and quotes give you something independent to check the AI draft against and show you applied judgement.
Tell us about your firm and the work you do. A broker will review how your current PI treats AI-assisted work, or arrange new cover. No fee for a quote. Or call 0117 325 0027.
Start a PI quote Request a callbackApex Insurance Brokers Limited is authorised and regulated by the Financial Conduct Authority. Registered in England and Wales, company number 07014570. This page is general information about how AI is used in the profession and how insurance may respond. It is not legal, regulatory or insurance advice on your circumstances, and it does not guarantee that cover will be available or on what terms.
