AI for business

Goal: The goal is to build a market research assistant that provides information on an industry chosen by the user. The intended user is a business analyst who conducts market research at a large corporation. Input-Output The market research assistant consists of 2 separate components: A) Industry report Input: An industry chosen by the user Output: An industry report based on Wikipedia B) Predictive analysis of startup success in the industry Input: An industry chosen by the user Outputs: Python code that: Creates a synthetic dataset of startups in the chosen industry, with: y: success (0/1) x: 10 features relevant to the focal industry Builds a supervised learning model that predicts startup success Execution of the code (optional), as it may not yet always be stable. Questions A) Industry report [5] Q1. Specify what information should be contained in the industry report. The report should include the url of any Wikipedia page used. [5] Q2. Provide the instruction (or system prompt) used for generating a report. Include the requirement that the report should be less than 500 words. [5] Q3. What approach did you take for testing the assistants performance for generating a report? [5] Q4. What steps did you take to improve the assistants performance for generating a report? You may list successful and unsuccessful steps. [30] Q5. Provide the url for the market research assistant that generates the industry report. We will assess the market research assistant using 5 different industries. B) Predictive analytics [5] Q6. What are the advantages and disadvantages of using synthetic data for this prediction task? [5] Q7. How would you split the data to prevent overfitting? [5] Q8. Provide the instruction (or system prompt) used for the predictive analysis. [5] Q9. What steps did you take to improve the assistants performance for conducting the predictive analysis? You may list successful and unsuccessful steps. [30] Q10. Provide the url for the market research assistant that conducts the predictive analytics. We will assess the market research assistant using 5 different industries. Hints You can use Microsoft Copilot (New agent), which is included in (https://m365.cloud.microsoft/chat/). Other options are fine too (e.g., OpenAI (Custom gpt) or Google Gemini (Gem)