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STBGenAI2023

Digital Concierge

Product & problem

Assessing whether Generative AI could meaningfully support Singapore's tourism industry, with no existing playbook for speech-driven visitor interactions.

My role & contribution

Part of the task force pioneering STB's Generative AI exploration — a proof of concept built in partnership with Google, building on their talking character project.

Key design decisions

  • Combined speech-to-text and text-to-speech with crafted character backstories and prompt engineering for richer, contextual responses
  • Added chat history logging and user disclaimers to keep the experience responsible and transparent
  • Integrated STB's Tourism Information and Services Hub API with OpenAI to turn structured POI data into human-readable narratives

Outcome

A successful POC that surfaced concrete strengths and limitations of Google PaLM 2, OpenAI, LangChain, and Vext — setting the foundation for STB's later GenAI initiatives.

Interested in working together?