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Technology2026-09· Qingdao Engineering Studio

Completing Our Interactive Scenario & Dialogue Rehearsal Architecture

Our engineering team has completed the core platform architecture for structured communication rehearsal, enabling domain-specific roleplay and rubric-based evaluation.

Preparing specialists for complex cross-border negotiations, technical interviews, and institutional dialogues requires more than static reading materials. Our Qingdao engineering team developed an interactive rehearsal platform that simulates realistic counterpart responses under configurable constraints.

The completed architecture separates scenario logic from language model orchestration, allowing subject-matter leads to define specific industry parameters, communication goals, and post-session evaluation rubrics without modifying underlying code.

The platform keeps scenario rules, counterpart behaviour, and scoring rubrics as separate layers, so a negotiation exercise can be adapted for a new industry without rewriting the dialogue engine.

For GeVision this is not a demo: the system runs as an internal product we maintain, which is how we keep delivery standards tied to real production work rather than slideware.

Outcome: Multi-turn dialogue engine, configurable scenario rules, and structured session evaluation rubrics.

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