LearnSOP → Competency
PRAXIS
Transforms clinical policies and standard operating procedures into structured competency maps that downstream agents can build against.
The Platform
Built for the rigour the profession demands.
Every design decision is evidence-anchored. AIWIZN combines simulation, stealth psychometrics, and adaptive coaching into one coherent system that gets smarter with every nurse it trains.
The Solution
A virtuous learning flywheel — four stages.
Every design decision is evidence-anchored. Each stage feeds the next and the next refines the first.
- Stage 01 · Learn
SOP → Scenario.
Clinical policies transformed into rich, animated scenario introductions. No slide decks. Narrative-first, evidence-grounded.
SOP → Scenario
- Stage 02 · Practice
Simulate & Fail Safely.
Dynamic patient state machine. Goldilocks difficulty calibration. Fail-forward mechanics — the patient deteriorates on wrong choices. Rescue required.
Simulate & Fail Safely
- Stage 03 · Assess
Stealth Intelligence.
No explicit testing. Competency inferred invisibly from every simulation action via Bayesian knowledge networks — the gold standard in psychometric science.
Stealth Intelligence
- Stage 04 · Relearn
Reinforce & Advance.
Instant formative feedback. Spaced repetition scheduling. Expert nurse performance back-harvested to seed better scenarios. The system gets smarter with every nurse it trains.
Reinforce & Advance
The Platform
Ten specialised agents. One coherent learning system.
Each agent owns a distinct stage of the competency lifecycle — policy authoring, narrative generation, simulation, stealth assessment, formative coaching, and lifecycle orchestration.
LearnStoryboard Generation
NARRATIVE
Generates rich, evidence-grounded scenario introductions — narrative-first, not a slide deck.
LearnProcedural Animation
VISIO
Renders animated clinical procedures and patient states so learners see — not just read — the situation they are walking into.
PracticeClinical Simulation
SIMULUS
Dynamic patient state machine. Goldilocks difficulty calibration. Fail-forward mechanics — the patient deteriorates on wrong choices and rescue is required.
PracticeAdaptive Difficulty
GOLDILOCKS
Tunes scenario complexity to the learner's current proficiency band — not too easy, not impossibly hard.
AssessStealth Assessment
COGNITA
No explicit testing. Competency is inferred invisibly from every simulation action via Bayesian knowledge networks — the gold standard in psychometric science.
AssessPsychometric Profile
PERSONA
Synthesises a Benner-stage proficiency profile after each session — Novice, Advanced Beginner, Competent, Proficient, Expert.
AssessAnalytics Dashboard
LUMINA
Real-time competency analytics for unit leaders, educators, and chief nursing officers.
RelearnFormative Feedback
RESONANCE
Instant, evidence-anchored coaching that targets the specific gaps detected in the previous scene.
RelearnLifecycle Orchestrator
CONTINUUM
Spaces, sequences, and back-harvests expert performance to seed better scenarios — the system gets smarter with every nurse it trains.