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How AI Can Help Structure Cross-Functional Meetings
Latest   Machine Learning

How AI Can Help Structure Cross-Functional Meetings

Last Updated on August 28, 2025 by Editorial Team

Author(s): Chen Chien Fang

Originally published on Towards AI.

Bridging Communication Gaps with Semantic Protocol DSL

Cross-functional meetings are often frustrating experiences. Developers, quality assurance engineers, and business clients speak entirely different languages. Developers focus on backend frameworks and database schemas, while QA focuses on validation mechanisms and compliance. Clients, on the other hand, want the business outcome, often saying things like, “You decide the technology.”

How AI Can Help Structure Cross-Functional Meetings

SPX(Semantic Protocol eXchange) simulating the breakdown of reasoning under tension.

This article discusses the implementation of the Semantic Protocol Exchange (SPX) to enhance cross-functional meetings, reducing miscommunications among developers, quality assurance engineers, and clients. It introduces a structured approach that utilizes AI to capture requirements, categorize inquiries, and suggest actionable solutions. By framing discussions within a clear protocol, SPX aims to streamline communication, align goals between technical and non-technical participants, and enhance overall project efficiency through organized data generation and problem-solving techniques.

Read the full blog for free on Medium.

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