Our approach to spoken dialogues

We prioritize realistic communication, practical etiquette, and cultural fit, giving users relatable tools for conversational situations in Malaysia.

Meet the core development team

Siti Hawa

Siti Hawa

Lead Content Curator

Siti brings extensive experience in local language nuances, developing curated dialogue examples that resonate with real-life Malaysian speech. She ensures every phrase and tip is accurate and useful for a diverse audience.

Lim Yu Heng

Lim Yu Heng

Scenario Designer

Lim specializes in creating scenarios and flow for the dialogues, focusing on real interactions people encounter daily. He leverages his background to ensure that etiquette and expression tips reflect actual Malaysian culture.

Aina Mustafa

Aina Mustafa

Cultural Engagement Advisor

Aina researches social dynamics, customs, and etiquette to help bridge gaps between formal and informal Malaysian conversations. Her insights enhance user understanding of when and how to use certain expressions.

How conversations are curated

A collaborative workflow balances accuracy, diversity, and practical value across all dialogue content for users in Malaysia.

1

Research and local observation

Team members observe how Malaysians communicate in public and private spaces, recording language patterns that reflect both modern and traditional settings.

Regional and demographic differences are considered.

2

Scenario and phrase curation

Relevant conversational themes are selected based on daily activities, surrounding etiquette, and frequently asked questions from the local community.

Multiple checks for authenticity are performed.

3

Continuous feedback adjustment

User input and shifting language trends drive regular updates, so phrase lists and etiquette advice stay fresh and representative of current Malaysian norms.

Ongoing updates reflect everyone’s real experiences.

Understanding our value for conversation practice

Feature focus Novareliquix service Competitor A Competitor B
Scenario-based Malaysian dialogues
Consistent etiquette updates
Local user feedback integration
Adaptation to regional phrases