FCA authorised · FRN 724952 0117 325 0027Quote & buy →
Aipedia: Social workers
Social workers can use AI to help draft assessments and care plans, but the analysis and conclusions must be theirs and the record must show how decisions were reached. Generic or invented content invites complaints and challenge.
Part of: AI in social work
In short
AI drafting tools can turn notes and transcripts into a structured Care Act assessment, child and family assessment or care plan in minutes. The risks are content that sounds right but is generic, invented or drawn from the wrong case, and conclusions that the tool rather than the social worker effectively reached. Standard 3.11 requires records that show how decisions were reached, and 3.1 requires professional judgement. A poor assessment can lead to complaints, challenges to decisions and, for independent social workers, a claim against their own PI.
A typical workflow takes visit notes, a transcript and existing records and asks a tool to draft the assessment under the employer's template headings. Some tools suggest outcomes, needs or services. Independent social workers commissioned for assessments may use AI to produce reports faster. SWE's research found use is uneven and that employer policies vary, so the same task may be approved in one authority and banned in the next.
The main duties that apply are:
In a GOV.UK blog, SWE's executive director wrote that AI tools "do not reason, they cannot feel and they cannot plan" and may "make things up". That is the core risk for assessment writing.
Standard 3.11 asks for more than an accurate account of facts. The record must show how decisions were reached: what information was considered, how it was weighed, what the person wanted, what alternatives were looked at and why the outcome was chosen. AI drafting tools are good at fluent description and weak at this kind of reasoning, because they do not know which facts mattered to you or why. A draft can therefore look complete while the analysis section is thin or borrowed from a template.
A useful test is whether a colleague reading the assessment cold could explain why you reached your conclusion. If the answer depends on what is in your head rather than on the page, the record needs more of your own analysis before it is signed off.
Illustrative scenario: an AI tool drafts a carer's needs section using stock phrases about respite and peer support. The text reads well, but it does not reflect what the carer said about night-time care, which was the main issue. The social worker approves the draft. The support plan misses the real need, the carer's situation breaks down, and the family complains that the assessment was not about them.
Other failures include details carried over from another case in the same session, invented history to fill gaps, strengths-based language that hides a risk, and a conclusion whose reasoning is not visible anywhere in the record. Where a decision is challenged, a reviewer will look for the analysis linking evidence to outcome. If it is missing, the decision is harder to defend.
Where a tool also suggests eligibility outcomes, automated decision rules under UK GDPR may apply; see AI in adult social care eligibility decisions.
For employed staff, complaints and claims about assessments are usually handled by the employer, provided the work followed its policies. For independent social workers, a negligence claim arising from an assessment is commonly within the scope of PI, subject to the policy terms, whether or not AI helped draft it. Some wordings may include AI or technology exclusions; see AI exclusions and clauses in insurance policies. Complaints that may become claims should be notified promptly; see notifying circumstances.
Put these controls in place:
For the recording side, see AI transcription and case recording.
Apex arranges PI for independent social workers who carry out assessments under contract. A broker can check how your policy treats AI-drafted reports and whether any exclusion applies; see PI for social workers and the AI in social work hub.
If your employer permits it, AI can help structure and summarise. The analysis and conclusions must be yours, and standard 3.11 requires the record to show how decisions were reached. Check every fact against your own notes.
Stock phrases that could apply to anyone, such as general statements about wellbeing, support networks or resilience, without reference to what this person said. It often reads smoothly but misses the specific need or risk that should drive the plan.
For independent social workers, a negligence claim arising from an assessment is commonly within PI, subject to the terms and any AI or technology exclusion. A complaint alone may not be a claim, but notify it if it could become one.
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.
