Give every learner someone to practise with.
Create realistic AI patients, customers, colleagues, interviewers and coaches aligned to your curriculum.
Start with one browser scenario. Add scoring, learner progress, memory and institutional integration as the programme grows.
Start with one exercise. Grow to an institution.
The learning design can be proven before institutional integration is completed.
One browser scenario
Small cohort test. Single scenario URL, immediate learner practice, zero LMS integration required to get started.
Multiple scenarios & analytics
Expand to course modules with rubric scoring, learner progress tracking and teacher analytical insights.
Moodle & Identity integration
Embed directly into Moodle/LMS, enable SSO/HAKA identity, link reporting and add spoken voice or XR where desired.
Institutional deployment
Multiple departments, shared curriculum templates, centralized governance, higher volume, white-label options.
The learning design can be proven before institutional integration is completed.
Educators own the learning design.
Educators can create and update roles, knowledge, scenarios, goals, scoring, language and feedback without waiting for an AI development team.
✓ What Teachers Control
- • Character personas, patient histories and roles
- • Medical / clinical / course knowledge bases
- • Conversation phases & branch triggers
- • Pedagogical goals & scoring rubrics
- • Language settings (Finnish, English, Selkokieli, etc.)
- • Automated feedback messages
✦ What Infrastructure Handles
- • SSO / HAKA / SAML identity integration
- • Moodle / LMS gradebook & reporting
- • Real-time spoken voice I/O
- • Unity / VR 3D environment connections
- • GDPR compliance & institutional privacy
- • Model orchestration & hosting reliability
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◆Hitachi Energy◆
◆Thermo Fisher◆
◆EIC Accelerator◆OSAO◆◆◆◆◆◆◆Hitachi Energy◆◆Thermo Fisher◆◆EIC Accelerator◆Live customer and programme deployments
Published research and non-operational validation are listed separately below.
What do your students need to practise?
Create the person your students need to practise with: an angry customer, a dementia patient, a job interviewer, a difficult parent, a business mentor, a language partner, or a persistent coach that follows the learner through a course.
Patient encounter practice
Nursing students face dementia patients, home-care visits and emergency admissions. Karelia UAS: 15 AI patients across 7 clinical locations inside a Unity VR ward.
Real-world social care scenarios
Motivating elderly residents to accept care, alcohol intervention conversations, family home visits with multiple simultaneous AI characters. Vamia: 10 AI characters, 5 scenarios, JOTPA-funded.
Nursing teacher training & research
JAMK University ran a peer-reviewed pilot demonstrating AI simulation methodology and teacher–student practice value. Published outcomes March 2026.
Customer-facing skill scenarios
OSAO vocational school: AI sales-training scenarios with a buyer character and a review coach. Students repeat difficult conversations without scheduling real staff.
From idea to funded venture
SMART ERA Polku: an 8-stage AI Griller stress-tests a startup idea, then hands off to a persistent Companion that remembers the whole journey and grows alongside the founder.
Safe practice in any language
Selkokieli (plain language) mode for elderly patient simulations, full multi-language support, or simply giving shy students a non-judgmental space to rehearse before the real encounter.
From one exercise to a semester-long AI relationship
The educator decides how sophisticated the exercise needs to be. SIELUNE activates only the capabilities required for that learning design.
Works inside the tools you already use
The same AI scenario runs in a VR ward, on a browser URL, inside Moodle, or spoken aloud over Azure voice. No rebuild needed — configure once, deploy everywhere.
Moodle integration is in production at a partner institution today. ServiceNow, M365 and HAKA/SAML identity federation are configured during implementation — not roadmap items.
No need to hire outsourced AI professionals. You are in control.
Your educators build scenarios in SIELUNE's no-code creator portal. They define what the AI knows, how it behaves, and what it assesses. When your curriculum changes, you update the scenario — instantly, centrally, without touching a developer.
Define your competency criteria. SIELUNE pre-scores each run.
Set rubric goals for each scenario phase. The system evaluates learner responses against those criteria and suggests a scorecard educators can review and override.
- ✓Phase-by-phase goal tracking
- ✓Customisable rubric scoring
- ✓Session-level analytics per learner
- ✓Completion data flows to your LMS
- ✓Repeatable: students retry until they pass
Training is not a conversation. It is a structured outcome.
Typically stateless unless separately engineered and integrated: limited built-in phase tracking, rubric workflow and learner-level reporting for institutional role-play programmes.
SIELUNE entities retain configured context between sessions. Scenarios include structured phases, completion gates and rubric-aligned scoring workflows for role-play training.
Many alternatives are English-first and channel-limited for local institutional deployment needs.
Runs in Finnish, English and Swedish. Deploys to web, Moodle LMS, Unity VR and XR from one runtime. Multi-character scenario support is in production at Karelia UAS. EU-hosted options, GDPR-aligned controls and DPA process are available.
Often 6–18 months to build and coordinate across channels, with ongoing maintenance whenever scenario requirements change.
A self-service browser scenario can start in hours when content is ready. Integrated institutional deployments (Moodle, identity, reporting, voice or XR) are typically 6-8 weeks. Educators can update scenario content themselves without developer cycles.
Start with one department. Grow to the whole institution.
Start cheap, then scale. The base plans are affordable; total cost grows with message usage.
Every plan includes the creator portal, scenario management and analytics. Public procurement frameworks available.
Starter
1 active NPC slot with unlimited scenario storage. First deployment, pilot or proof of concept.
Book a DemoGrowth
Multiple live scenarios across a program. Multiple creator accounts, advanced analytics, branding.
Book a DemoBusiness
Institution-wide deployment. SSO / HAKA identity, API, white-label, dedicated account manager.
Book a Demo1 interaction = one AI message exchange (full context, memory, scoring). A 15-exchange scenario session = 15 interactions. Overage €0.15/interaction. Packs available: 2k/€199 · 10k/€899 · 50k/€3,999. More usage means higher cost, but you only pay for the messages you actually run.
Annual plans save ~17% · Enterprise custom · Public procurement? Procurement docs → · Full pricing →
Built on years of simulation delivery
50+ applications since 2017 across healthcare, vocational education, industry, government and enterprise. That delivery experience is baked into SIELUNE.
Built by a team with enterprise and global track record
Before SIELUNE, the same team built XR and simulation systems for organisations including Fortune 500 companies, defence forces and major research universities. Full detail at our about page →
Ready to run the conversation your students need?
Book a 30-minute conversation with our education specialist. Bring your training challenge — we'll show you how it maps to a live SIELUNE scenario.