Automated Market Survey

Introduction

Welcome! We automate the market surveying process to provide market insights on questions you may have for consumers.
And we do it faster, cheaper and with more accuracy.

Methodology

Three interlaced components:

1. Speech-to-text
2. Large Language Model
3. Text-to-speech

will serve to provide a semi-conversational AI model, in which the Large Language Model has the additional task of sequence classification to correctly log the feedback from respondents.

Project Plan

• 01/09/2024 – 30/11/2024
  • Establish a framework and focus on basic functionalities without major involvement with Large Language Models (LLM)
  • Utilize APIs to address most text-to-speech and speech-to-text challenges
  • Collect relevant data for training the LLM

• 30/11/2024 – 31/01/2025
  • Fine-tune the LLM to enhance question and response quality and professionalism

• 31/01/2025 – 31/03/2025
  • Enhance the part related to market data analysis, visualizing the current market situation based on user responses

• 31/03/2025 onwards
  • Deployment phase: Implement the system in production
  • Maintenance tasks and model updates based on user feedback for iterative improvements

Documentation