Statutory Conversation Simulator · England-first statutory pack · 2026
Browse all jurisdictions → UK · Canada · Australia · USA (county-scoped) · Ireland
Professional conversation practice for statutory roles — grounded in UK law and guidance.
Configure your role, process stage, and practice focus. Work through AI-generated scenarios with consistent personas — then receive structured feedback cited against Working Together, the Care Act, and sector-specific standards. US child welfare is county-scoped (CAPTA). No real case data. No generic chatbot.
Social Worker · Section 47 · Home visit
During a Section 47 home visit, a father challenges your request to speak with his children separately.
"James, I need to speak with the children briefly on their own — that's a standard part of this assessment. It doesn't reflect on you."
"On their own? No. Absolutely not. You don't get to walk into my home and separate me from my kids."
Choose your sector
Seven trainers. One practice engine.
Social care, health, youth justice, witness, HR, and legal advocacy each work under different legislation and standards. Depth is graded — Children's is founding; others are dedicated or early access. See what differs →
Children's Services
Social workers, DSLs, IROs — Working Together to Safeguard Children & Children Act 1989 (England).
/children Explore sector → Adult careAdult Social Care
Care Act assessments, safeguarding, MCA & DoLS conversations.
/adult Explore sector → HealthNHS & Healthcare
Health visitors, safeguarding nurses, CAMHS — NHS guidance.
/health Explore sector → Youth justiceYouth Justice
YOT workers — AssetPlus, restorative justice, welfare check-ins.
/youth-justice Explore sector →Also on the platform: ASYE practice, Witness Intermediary, HR & Employment, Legal Advocacy, and all seven trainers.
Why this matters
Statutory conversations need rehearsal — but safe rehearsal is hard to find.
Social care and health practitioners carry legal duties into emotionally charged encounters every week — often without a realistic way to prepare beforehand.
Classroom role-play is expensive to scale and can feel performative. Real cases cannot be reused for training. Supervision focuses on casework, not the phrasing and judgement calls of the conversation itself.
KallosSim gives practitioners a private practice space: build confidence, sharpen professional judgement, and review performance against statutory criteria — before the visit, conference, or enquiry.
The gap
Practitioners regularly meet fear, resistance, and complex family dynamics — yet most have little structured opportunity to rehearse how they respond before the real encounter.
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, defensive, withdrawn, or guarded — each persona reflects the emotional complexity of statutory work and responds consistently to your language, pace, and professional stance.
Evidence-based evaluation
Five specialist AI agents score your performance against statutory criteria — with cited rationale drawn from Working Together to Safeguard Children, Social Work England / KSS themes, the PCF, and the Care Act 2014 (England).
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.
Sector-scoped knowledge
Retrieval is allow-listed per sector and market — Working Together, Care Act, ACAS, and more where packs hold them. Depth is graded (founding / dedicated / early access); citations are starting points, not a claim that the AI matches your regulator. Platform qualities →
CPD journal export
Structured reflection journals — with your quotes, scores, and statutory references — for supervision portfolios and formative CPD. Not a submission pack to HCPC, Social Work England, or any regulator.
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.
Seven trainers. One engine. Graded depth.
Built for the conversations
where professional judgement carries the greatest weight.
The same AI engine, configured for each sector’s frameworks and roles. Knowledge depth is graded — see what founding, dedicated, and early access mean.
Children's Services
Social workers, DSLs, IROs, and early help practitioners
Grounded in Working Together to Safeguard Children and the Children Act 1989 (England), with Social Work England Professional Standards and KSS themes. Practice initial assessments, s47 enquiries, child protection conferences, LAC reviews, and ABE-standard interviews — with personas who minimise risk, challenge your authority, or present disguised compliance. Formative CPD — not a SWE or ASYE assessment.
- Social Worker · DSL · IRO · SENCO
- Early Help · Family Support · ISW
- Children's Home RM · Supervising Social Worker
Working Together to Safeguard Children · Children Act 1989 (England) · SWE / KSS · PCF
Adult Social Care
Adult social workers, AMHPs, Best Interests Assessors, and registered managers
Early access · core pack. Care Act 2014 (England) and MCA themes for needs assessments, s42 enquiries, and capacity-sensitive conversations. Useful for rehearsal now — verify local guidance alongside practice.
- 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
Early access · core pack. NHS safeguarding themes for health visitors and CAMHS — not yet a full NICE / NHS knowledge product. Rehearse multi-agency and family conversations with formative feedback.
- 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
Early access · core pack. AssetPlus-style, restorative, and breach conversations for YOT practitioners while the youth-justice pack grows. Formative practice — not a full youth-justice curriculum claim.
- 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. Seven trainers with graded knowledge depth — Children's founding; HR dedicated; Adult/Health/YJ/Witness early access; Legal content-ready. Same evaluation pipeline, sector-scoped packs.
View all services →
What the AI generates
The situation types that
define statutory practice.
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 — parent in acute distressL3
- 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
For workforce development leads
Built for councils, NHS trusts, and independent providers.
KallosSim is designed for organisational roll-out — not just individual CPD. Procurement teams, practice leads, and workforce development managers can pilot the platform with a team before committing to a licence.
Local authorities
Children's and Adult Services
Structured practice for social workers at all stages — from ASYE through to advanced practitioner. Aligned with your SWDP requirements and eligible for Skills for Care workforce development funding.
- Works alongside existing supervision and reflection frameworks
- Aggregated quality analytics for practice leads — not individual surveillance
- Organisation-level access controls and DPA available
NHS trusts & ICBs
Health & Community Services
Safeguarding rehearsal for health visitors, named nurses, CAMHS, and community teams. Early-access Health trainer — formative CPD with NHS safeguarding themes; not a full NICE library.
- Aligns with NHS Safeguarding Children and Adults policies
- Suitable for multi-professional team training
- Structured reflection logs exportable to your staff development records
Independent & voluntary sector
Providers, Housing & YOTs
Affordable team licences for YOT teams, registered providers, housing associations, and third-sector organisations — with the same AI quality as statutory settings.
- 5-seat team licence from £45/month
- Custom pilot available for organisations with 20+ staff
- Formative CPD journals for workforce development leads — not SWE/HCPC submission packs
Ready to build your practice?
Start free — no credit card. Your first session takes under two minutes.
What is KallosSim?
KallosSim (Statutory Conversation Simulator) is a UK product with an England-first statutory pack for social care, health, and youth justice professionals — with live jurisdictions for USA (county-scoped CPS), Canada, Australia, and Ireland. 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 the statutory frameworks for the market you choose. It is for training and CPD — not for real cases, legal advice, or clinical decision-making. Browse all jurisdictions →
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, sector picker, 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?
The founding children's pack is England statutory guidance: Working Together to Safeguard Children and the Children Act 1989, plus Social Work England / KSS themes. Adult social care uses the Care Act 2014 (England). Other packs reference NHS safeguarding duties and youth-justice practice themes. Wales, Scotland, and Northern Ireland are preview — not the same statute pack.
How much does it cost?
The Free plan includes 20 text + 3 voice practice sessions (lifetime) with no credit card. Voice sessions are capped at 3 minutes. Paid plans start at £9/month individual (£24/three months, or £45/month for five seats) with unlimited text and 10 voice sessions per month. See pricing.
Who operates KallosSim?
KallosSim (Statutory Conversation Simulator) is an independent professional learning platform for UK practitioners. Contact hello@kallossim.com for sales or dpo@kallossim.com for data protection enquiries.