Social Care · England & UK · 2026
Practise the conversations that matter — safely and evidence-based.
AI conversation simulator for social care practitioners. Train on realistic cases with consistent AI personas — without risk to real clients or service users.
More from KallosSim
Other AI conversation simulators
This page focuses on social care. We also run dedicated sector simulators — the same AI engine, configured for different UK statutory frameworks and professional roles.
HR & Employment
Line managers and HR professionals — conduct, performance, grievance, wellbeing, and return-to-work. Grounded in the ACAS Code.
/hr · /hr/app Explore HR simulator → Children'sChildren's Services
Social workers, DSLs, IROs — Working Together 2026 & Children Act.
/children Sector site → Adult careAdult Social Care
Care Act assessments, safeguarding, MCA & DoLS conversations.
/adult Sector site → HealthNHS & Healthcare
Health visitors, safeguarding nurses, CAMHS — NHS guidance.
/health Sector site → Youth justiceYouth Justice
YOT workers — AssetPlus, restorative justice, welfare check-ins.
/youth-justice Sector site →Why this matters
The hardest conversations happen before practitioners are ready for them.
Professionals in social care and health are expected to manage emotionally charged, legally significant conversations — often with minimal realistic practice beforehand.
Traditional training is hard to scale. Role-play can feel artificial. Real cases are too sensitive to use as training material. And supervision time rarely stretches to the difficult conversation that's coming up next week.
KallosSim creates a safe environment where practitioners can build confidence, sharpen judgement, and improve communication quality — before the real conversation happens.
The gap
Social workers, health visitors, and youth justice practitioners routinely face resistant, distressed, or hostile individuals — but most receive little structured practice in handling these dynamics before they encounter them in real life.
The risk
Poor communication in high-stakes conversations can damage trust, miss safeguarding risks, trigger complaints, or create legal exposure. These are not soft skills — they are professional competencies with real consequences.
The solution
Repeatable, realistic, evidence-grounded practice with structured feedback. The same type of situation can be practised at different complexity levels — each run is a fresh AI-generated case until the practitioner is ready for the real thing.
The mathematics of practice
No two sessions
are ever the same.
Ten configuration cards. Each with multiple options. Multiply them together and the numbers become extraordinary.
10 × 9 × 4 × 5 × 6 × 9 × 7 × 6 × 40 × 4 = 653,184,000 card configurations × AI generation = unlimited unique practice sessions Grounded in sector-specific legislation, frameworks, and evaluation criteria
What you get
Built for professional learning
Everything a practitioner needs to build real competence — not just tick a CPD box.
Realistic AI personas
Anxious, hostile, withdrawn, or resigned — each persona responds consistently to your words, tone, and choices across the full conversation.
Evidence-based evaluation
Five specialist AI agents score your performance against statutory criteria — with cited rationale drawn from Working Together 2026, the PCF, and the Care Act 2014.
Safe and private
No real case data. No recordings. No risk to clients, families, or your registration. Every session is isolated and GDPR-compliant.
Critical judgment moments
Every session contains a hidden trigger point — a moment where a statutory duty, consent issue, or equality obligation activates. Recognise it and act, or see exactly what you missed in the debrief.
Statutory knowledge base
Grounded in 40+ frameworks — Working Together 2026, Care Act, MCA 2005, Equality Act, NHS safeguarding guidance, and more. The AI knows the same standards as your regulator.
CPD journal export
Structured reflection journals — with your quotes, scores, and statutory references — ready to submit to HCPC or Social Work England.
Simple to use
How it works
Three steps. No setup. Run your first session in under two minutes.
Configure your case
Select your role, practice dimension, process stage, and training focus on the card deck. The AI generates a unique case from your choices — there is no fixed scenario catalogue in the live app.
Practise the conversation
Engage with a realistic AI-supported persona. The character responds consistently to your tone, questions, and choices — with emotional states that shift as the conversation develops.
Review structured feedback
Receive a detailed debrief on communication quality, question style, emotional tone, and professional judgement — with citations from the relevant statutory framework.
Four sectors. One engine.
Built for the conversations
that carry the most risk.
The same AI engine, configured for the statutory frameworks, roles, and high-stakes moments specific to each sector.
Children's Services
Social workers, DSLs, IROs, and early help practitioners
Grounded in Working Together 2026 and the Children Act 1989. Practice initial assessments, s47 enquiries, child protection conferences, LAC reviews, and ABE-standard interviews — with personas who deny, deflect, or disguise compliance.
- Social Worker · DSL · IRO · SENCO
- Early Help · Family Support · ISW
- Children's Home RM · Supervising Social Worker
Working Together 2026 · Children Act 1989 · PACE 1984 · NSPCC · SCIE · PCF
Adult Social Care
Adult social workers, AMHPs, Best Interests Assessors, and registered managers
Grounded in the Care Act 2014 and the Mental Capacity Act 2005. Practice needs assessments, s42 safeguarding enquiries, Deprivation of Liberty decisions, and placement reviews with fluctuating or contested capacity.
- Adult Social Worker
- CQC Registered Manager
Care Act 2014 · Mental Capacity Act · DoLS · Making Safeguarding Personal · SCIE
Health
Health visitors, named nurses, and CAMHS practitioners
Grounded in NHS safeguarding guidance and NICE guidelines. Practice new birth visits, safeguarding concerns with faith or cultural conflict, deteriorating family situations, and multi-agency referrals that require you to act on professional judgment alone.
- Health Visitor · Named Nurse for Safeguarding
- CAMHS Practitioner · Community Paediatrician
NHS Constitution · CQC standards · NICE guidelines · Children Act s47 · ICB frameworks
Youth Justice
Youth Justice Workers in YOT teams
Grounded in LASPO 2012 and the Youth Justice Management Framework. Practice AssetPlus interviews, restorative justice conversations, pre-sentence report gathering, and welfare check-ins with young people who are disengaged, frightened, or under county lines coercion.
- Youth Justice Worker · YOT Case Manager
- Restorative Justice Practitioner
LASPO 2012 · YJMF · AssetPlus · Trauma-informed practice · Children Act 1989
Sector landing /youth-justice · simulator /youth-justice/app
All sectors
The same rigour across every sector.
One AI engine. Four statutory knowledge bases. The same multi-agent evaluation pipeline — configured for the frameworks, roles, and judgment moments specific to each professional context.
View all services →
What the AI generates
The conversations that
actually matter.
Every session is AI-generated from your card selections — fresh persona, background, and situation every time. The examples below are situation types the generator can produce, not a fixed catalogue of pre-written cases. Grounded in UK statutory frameworks via documented prompts and knowledge retrieval.
Children's Services — example types
- Initial assessment / s17 — family in denialL1
- Section 47 enquiry — non-cooperationL2
- Child protection conference — hostile parentL3
- UASC age assessment — distressed young personL2
- Domestic abuse enquiry — coercive controlL3
- Safeguarding visit — communication access needs (BSL / AAC)L2
- Leaving care — transition planningL1
- Kinship / foster carer assessmentL2
- + any combination your card deck selects—
Adult Social Care — example types
- Care Act needs assessment — refusing supportL2
- Mental capacity assessment — fluctuating capacityL3
- Section 42 safeguarding — financial abuse concernL3
- DoLS / liberty protection — family objectionL3
- Hospital discharge — refusing care packageL2
- Carer breakdown — unpaid carer at breaking pointL2
Complexity guide
- L1Foundation — clear role, willing participant, low ambiguity
- L2Intermediate — resistance, competing needs, procedural stakes
- L3Advanced — high stakes, legal risk, intersecting factors
Designed for sensitive environments
Built for organisations that take responsible AI seriously.
KallosSim is designed for professional contexts where data sensitivity, safeguarding, and practitioner wellbeing are non-negotiable. The platform supports controlled deployment — not consumer-grade roll-out.
KallosSim supports training and reflection. It does not make professional decisions, assess real service users, or replace supervision, legal advice, or clinical judgement.
- No real client or service user data required for training scenarios
- Role-based access — trainees, team leads, and senior managers see different data
- Organisation-level access settings and aggregated quality analytics (never individual surveillance)
- Privacy-by-design — sessions are isolated and not used to train AI models
- GDPR-compliant · UK GDPR · DPA 2018
- Suitable for pilot and controlled organisational deployment
- Human-designed parameters; AI-generated cases — no fixed scenario catalogue in production
- Human-led learning and reflection throughout
- Transparent AI — full explanation of how evaluation works available on request
- Not a decision-making system — all professional judgement remains with the practitioner
Larger org? Contact for a quote
Ready to practise?
Free tier available — no credit card. Run your first conversation in under two minutes.
What is KallosSim?
KallosSim (Statutory Conversation Simulator) is a UK-focused AI conversation practice platform for social care, health, and youth justice professionals. Practitioners configure a role and scenario type; the platform generates a fictional case and persona, runs a realistic conversation, and delivers a scored reflection grounded in UK statutory frameworks. It is for training and CPD — not for real cases, legal advice, or clinical decision-making.
Common questions
What is KallosSim?
KallosSim — also known as Statutory Conversation Simulator — is a web-based AI simulator that helps UK practitioners practise high-stakes conversations safely. See our sector overview, other sector simulators (including HR), ASYE practice, or practitioner guide.
Is KallosSim GDPR compliant?
Yes. KallosSim is designed for UK GDPR and the Data Protection Act 2018, with pseudonymised storage, data subject rights, and optional DPA for organisations. See our Privacy Policy.
Which UK frameworks does it cover?
Sector packs reference frameworks including Working Together 2026 (children's services), the Care Act 2014 (adult social care), NHS safeguarding duties, and the Youth Justice Management Framework.
How much does it cost?
The Free plan includes 10 practice scenarios per month with no credit card. Paid plans start at £9/month individual, £24/three months, or £45/month for five seats. See pricing.
Who makes KallosSim?
KallosSim is operated by Smartcentia. Contact hello@kallossim.com for sales or dpo@kallossim.com for data protection enquiries.