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SOLUTIONS / Learning and training

Learning and training

From language practice to job rehearsal, learners try again and again in interactions with clear goals and feedback.

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01Language practice

Practice real conversations.

Work toward a clear communication goal, with feedback grounded in what you actually said.

Input
Language level, practice goals, scenario script
Output
Scenario dialogue and practice feedback
View workflow
ENGLISH PRACTICEA2 · Hotel check-in

The room isn’t what you booked.
What would you say?

I booked a quiet room, but this one is next to the lift.

Receptionist

I’m sorry about that. Would you like me to check another room?

02Job rehearsal

Rehearse the tough conversations.

Set the customer’s needs, the character’s attitude, and the rules of the job. Let learners practice difficult situations and leave with actionable feedback.

Input
Job procedures, role requirements, scoring criteria
Output
Interaction records and feedback organized by the criteria
View workflow
Scenario rehearsalROLE PRACTICE

A late delivery. A waiting customer.

“We’ve already waited three days. Can you confirm a delivery time today?”
  • First acknowledge how the customer is affected
  • Verify a delivery time you can commit to
  • Give a clear next step

03Character-led teaching

Give lessons a natural voice.

Bring lessons to life with a character who explains and responds in multiple languages. Your course system supplies the content and questions.

Input
Course materials, character reference, teaching task
Output
Character explanations and interactive follow-up questions
View workflow

IN PRACTICE

Change a hotel reservation

The learner needs to explain a change in arrival time and confirm the room type and check-in conditions. The front-desk character asks follow-up questions, clarifies and confirms according to the course level; after the exercise, the conversation log is used to review whether the task was completed.

What to prepare

  • Learning objectives, difficulty level and character setup
  • Scenario facts, task conditions and scoring criteria
  • The learner’s speech this turn and the conversation log

Deliverables and feedback

  • A scenario conversation that advances with the learner’s responses
  • The character’s tone, expressions and listening cues
  • A task completion record tied to the original conversation

CONNECTED INTELLIGENCE

Models working together.

Connect your business context, model outputs, and application feedback.

Understand people and context

OmniSoul

Plays the conversation partner in a given scenario and moves the task forward based on what the learner says.

Input
Character profiles, conversation history, and context
Output
Context-aware responses and proposed actions

Animate characters in real time

OmniFlow

Gives the practice partner real-time character expression, making tone and nonverbal feedback easier to read.

Input
Reference images, speech, and motion prompts
Output
Character video with coordinated speech and movement

Generate scenes and video

OmniX-1

Generates classroom scenarios, demonstration clips and practice material under different visual conditions.

Input
Text, images, storyboards and earlier frames
Output
Causal chunked video and cinematic footage
  1. Define the practice goal

    Limit each exercise to observable skills, such as clarifying a need, explaining a reason or confirming information.

  2. Run the role-play

    The model holds the conversation partner’s identity and task conditions, so learners make progress through what they say.

  3. Review and practice again

    Give feedback based on the actual conversation, support another attempt and compare the before and after.

FROM PILOT TO PRACTICE

Test what works.

Test representative tasks at a small scale. Record inputs, model versions, and results, then refine the solution based on what you learn.

Access and availability depend on the model and release.

Task completion

Check whether the learner obtained the necessary information and met the communication goal set in advance.

Difficulty fit

Observe whether the character’s speaking pace, question complexity and hints suit the learner’s stage.

Grounded feedback

Require feedback to point to specific phrases and omissions in the conversation.

Start a pilot

Tell us about your users, tasks, and success criteria. We’ll help you explore the right models.

Research and industry resources

OMNISOUL · RESEARCH PREVIEW

Request access

Tell us about your team and your research.

Research area