Aipedia: Social workers

AI and social work students on placement

Aipedia, by the Apex broking team · Last reviewed 2026-10-30

Social work students can learn to use AI responsibly on placement, but they need clear rules and close supervision. Social Work England's research found most recent graduates had received no AI training.

Part of: AI in social work

In short

Students meet AI in two places: at university, where they may use it for assignments, and on placement, where they may see AI transcription and drafting tools in daily use. Social Work England's research found most recent graduates had no AI training, and the Research in Practice report it commissioned covered both education and practice. Practice educators and placement supervisors have to decide what students may use AI for, check their work, and make sure confidential information from placements does not end up in public tools or assignments.

What the research found

SWE's research summary, drawing on the Research in Practice report of January 2026 on AI in social work education and practice, found that most recent graduates had no AI training. It also found that use of AI across employers is uneven and policies vary, so a student may move between placements with very different approaches. SWE said AI may affect some professional standards, which may need updating.

In a GOV.UK blog, SWE's executive director said AI cannot replace professional judgement. For students, that judgement is still being formed, which makes over-reliance on AI a particular concern.

How students use AI on placement

On placement, students may observe or use the employer's approved transcription and case-recording tools, draft records or letters with AI support, and use AI to research legislation or theory. Outside placement, some will use public chatbots for assignments, reflective logs or portfolio evidence that draw on placement experiences.

Practice educator and supervisor responsibilities

Practice educators and supervisors have these responsibilities:

Standard 3.8: clarify where accountability lies for delegated work. A practice educator delegating tasks to a student should be clear about which AI tools may be used and who checks the output.
Standards 4.2 and 4.3: supervision and reflection. Discuss AI use openly in placement supervision.
Standard 3.10: maintain ICT skills and adapt to new ways of working, for supervisors as well as students.
Standard 3.11: records drafted by students with AI must be checked and must show how decisions were reached.

See the professional standards.

Confidentiality

The biggest risk is placement information leaving approved systems. A student who pastes case details into a public chatbot to help write an assignment or reflective log may disclose confidential, special category data. Standard 2.6 sets the expectation for registered social workers, and placement agreements and university policies usually set similar rules for students. BASW's guidance, as reported, warns against entering sensitive information without explicit, informed consent.

For the wider risk, see AI on personal devices.

What can go wrong

Illustrative scenario: a final placement student uses a public chatbot to turn their notes from a home visit into a case recording, then saves the output to the employer's system after only a quick read. The note contains a detail the student did not observe. The practice educator, assuming the student wrote it, countersigns it. The error is found when the family disputes the record. The placement provider and university both review what happened, and the practice educator's own oversight is questioned.

Cover

Students on placement are usually covered through the arrangements of their university and the placement provider; check the placement agreement. Independent practice educators who supervise students off-site should check that their own PI covers practice education and their oversight of student work; see independent social workers: does PI cover AI? and PI for social workers.

Practical controls

Practical controls include:

Set out at the start of placement which AI tools the student may use and for what.
Require students to write their own analysis and reflection.
Check student records before countersigning, knowing AI may have been used.
Make clear that placement information must never go into public tools or assignments without anonymisation and permission.
Use supervision to build the student's ability to spot AI errors.

How Apex helps

Apex arranges PI for independent practice educators and social work consultants. A broker can review whether your cover extends to supervising students who use AI tools; see the AI in social work hub.

Sources

Frequently asked

Can social work students use AI on placement?

Only as the placement provider allows. Practice educators should agree at the start which tools may be used and for what, and should check AI-assisted work. SWE's research found most recent graduates had no AI training, so supervision matters.

Can students use placement experiences in AI-assisted assignments?

Not with identifiable or confidential information in a public tool. Placement details should be anonymised and handled in line with the placement agreement and university policy. BASW warns against entering sensitive information without explicit, informed consent.

Should universities teach AI use before placement?

SWE's research found most recent graduates had no AI training and said some standards may need updating. Until education catches up, placement providers and practice educators may be the first place students learn how AI tools are used safely in practice.

Is the practice educator responsible for a student's AI errors?

The practice educator is responsible for their own oversight, including what they countersign. Standard 3.8 requires clarity about accountability for delegated work. Checking student records properly, knowing AI may have been used, is part of that.

Check your PI covers how you use AI

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.

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Apex 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.