Training & Workforce Skills
mAI SkillTwin
Train in the job, before doing the job
mAI SkillTwin is a flight simulator for every professional role. Instead of videos and quizzes, employees step into live simulations with AI characters — an angry customer, a POS outage, a kitchen delay, an overbooking — where every decision has realistic consequences for the business. The platform builds a "Company Twin" from your own documents (policies, procedures, manuals) so scenarios and answers reflect your reality, and maintains a "SkillTwin" per employee: skill levels derived from real evidence — simulation performance, decisions, manager reviews. Every score is bound to explicit criteria, evidence-linked and explainable, while role readiness is always advisory information for management — never an automated employment decision.
Everything you need in mAI SkillTwin
Company Twin: your company's knowledge
Upload policies, procedures and manuals — the platform turns them into living knowledge that feeds scenarios, answers and assessments, with the source cited.
Simulations with consequences
AI characters with personality, patience and escalation — plus a consequence engine that turns every decision into an immediate or delayed business outcome.
A SkillTwin per employee
A skill map built from real evidence, with trend, confidence and readiness against the requirements of the role.
Explainable scoring & coaching
Every score ties back to a specific criterion and a piece of evidence, and ends with a debrief explaining what went well and what didn't.
"What if I had chosen differently?"
Alternate-reality replay: the impact is computed deterministically from the scenario model — the AI only narrates it.
From incident to training
Real operational incidents are anonymised and turned into new training scenarios targeting the gaps they exposed.
Team crisis simulation
Up to 20 employees in the same scenario with distinct roles and private briefings, a facilitator and a team debrief.
Certifications & human oversight
Automatic role certifications with evidence and expiry — plus mandatory human review on safety and compliance scenarios, and the employee's right to dispute a score.
Platform
- ▹ Flutter (Android / iOS / Web)
- ▹ VR / AR client (WebXR)
- ▹ NestJS + PostgreSQL (pgvector RAG)
- ▹ RabbitMQ / Redis / MinIO
Who it's for
- ▹ Retail chains & franchises
- ▹ Restaurants & hotels
- ▹ Training managers & HR
- ▹ Businesses with high staff turnover