Aino Hukkanen

Decks&Data – Multi-agent slide generation for multi-audience communication

Decks&Data is a generative slide deck tool powered by a multi-agent system that transforms structured data into customized, audience-specific presentations. Consultants, founders and executives present insights to various audiences like employees, shareholders, investors and the media. Even while working with familiar data, time is lost finding the right numbers and figuring out how to present them, which shifts the focus away from what actually matters: the message. Built on an ADK-powered architecture, the system uses a complex orchestration workflow to coordinate four specialized agents: an interpreter, a deck architect, a data analyst and an art director. Through A2A communication, the agents interpret natural language prompts, query multi-table datasets, analyze results, and generate slides with tailored charts and text. The result is clear, persuasive storytelling adapted to the goals, values, and knowledge level of each audience. The system demonstrates agentic reasoning, natural language understanding, dynamic A2A coordination, scalable orchestration, and audience-aware insight generation. Team Complonkers: Aino Hukkanen, Mael Chauvet, Anton Shumilin, Mikko Suhonen, Ilia Zalesskii.