Solutions / Training simulations

Train judgment before the stakes are real.

ISABELLA can be scoped as a foundation for controlled, human-led rehearsal. Virtual participants operate within defined roles and context while instructors retain authority over the scenario, evaluation, and learning objective.

The design premise

A useful simulation responds without taking over.

Scripted actors are repeatable but can make the correct path too obvious. Unbounded generative systems can be difficult to direct or assess. A scoped ISABELLA prototype explores the middle ground: adaptive behavior inside explicit scenario and operator boundaries.

Define the roles, information boundaries, objectives, and prohibited actions before the scenario begins.
Feed relevant scenario events into agent-specific context rather than a universal view of the exercise.
Use structured actions that the simulation environment can accept, constrain, log, or reject.
Keep facilitators responsible for scenario control, intervention, assessment, and debrief.

Concept visualization of a human operator reviewing a simulated terrain exercise — Concept visualization / Human-led scenario rehearsal

Illustrative applications

One architecture, different learning objectives.

Every application begins as a scoped use case to be tested with domain experts. These examples do not represent operational deployment, accreditation, certification, or regulatory approval.

01 / Team rehearsal

Practice coordination under changing conditions.

Explore scenarios with role-aware virtual participants, explicit objectives, facilitator controls, and bounded uncertainty. The emphasis is on how people interpret information and coordinate decisions, not autonomous operational authority.

02 / Public safety

Rehearse communication before an emergency.

Prototype controlled exercises for dispatch, incident coordination, first-response communication, or after-action discussion using configurable virtual roles and scenario events.

03 / Healthcare education

Explore non-clinical branching scenarios.

Create instructional environments in which learners interact with virtual patients, colleagues, or family roles and then review how choices changed the scenario. This is a training concept, not clinical decision support.

Concept visualization of an instructor-led healthcare training simulation — Concept visualization / Human authority remains central to the exercise.

Human authority

The instructor owns the outcome. The system supports the experience.

The platform is intended to help teams encounter variation, ambiguity, and consequences inside a controlled learning environment. It is not a substitute for doctrine, qualified instruction, professional judgment, or operational command.

Before: instructors define objectives, roles, scenario boundaries, and intervention points.
During: participants interact with virtual roles while facilitators observe and retain control.
After: recorded scenario events can support discussion of decisions, assumptions, and alternatives.

Prototype scope

Turn the training idea into questions a prototype can answer.

The first phase is not a promise of production readiness. It is a disciplined way to test the behavior, integration, controls, and deployment boundary that matter most.

Can virtual roles stay consistent with their assigned knowledge, responsibilities, and constraints?
Can facilitators introduce events and inspect how the scenario changed without surrendering control?
Can the experience connect to the customer’s simulation engine, learning workflow, or review process?
Can representative scenarios run within the required data, hardware, and connectivity boundary?
Which behaviors and outcomes can domain experts evaluate reliably before production planning?

Design the exercise

Bring us the decision your team needs to practice.

We will help define the virtual roles, scenario events, facilitator controls, integration boundary, and evaluation plan for a focused proof of concept.

Discuss a training prototype View all solutions

Healthcare notice: healthcare examples refer only to non-clinical education and simulation research. ISABELLA is not presented as a medical device, diagnostic system, clinical decision-support tool, or substitute for qualified care.