Assignments with AI: Build an AI Financial Planner
- Casey Laird
- 2 hours ago
- 2 min read

In this sample assignment, students practice creating Google Gem to act as a financial planner and then analyze its output. Through this process, students practice building gems, developing procedures and documents for good financial planning and critically analyzing AI outputs.
AI Tool
Google Gemini / Gems
Summary
Students will create a Gem to act as a financial planner, then upload data and documents to test its capability and utility and analyze the Gem’s output using their own financial planning acumen. The main aim of this activity is to practice identifying, selecting and curating the information and documents required for financial planning. The secondary aim is to review and critique AI outputs.
Assignment Description & Instructions
Task: Build a Gem to act as a financial planner, then test its output and review its work.
Step 1: Building a Gem
Build a Gem that will act as an automated financial planner by
Careful crafting of detailed instructions
Identifying, selecting and curating knowledge bank materials and information
Step 2: Use the Gem to Create a Personal Financial Plan
Use your Gem to create a financial plan for a person (e.g. a parent or friend) using their financial data
Select and upload relevant data and documents
Work with Gem to produce a coherent and complete financial plan
Step 3: Analyze the AI Plan
Review the AI generated financial plan and analyze its effectiveness using your own expertise and knowledge, considering
Appropriateness of the AI’s selection of investment and financial strategies
Elements the AI may have missed or misinterpreted
Elements the AI may have highlighted, detected or focused on that you may have overlooked
Overall effectiveness of the Gem
Step 4: Compare Results
Meet with a small group of classmates and discuss your results. Share work and experiment with classmates’ Gems. Discuss:
What materials and information did you select to build the Gem?
Overall, how well did the Gem work?
What were its strong points and weak points?
Were there any places where variation could pose client risk?
After small group discussions, come together and debrief as a class.
Submission Requirements:
Gem, with instructions and knowledgebank documents
AI Generated Financial Plan
Executive summary of analysis and comparison to human financial planning expertise
Options for Adaptation
This activity can be adapted for generally any type of process students are learning. Even if Gems are ultimately unsuccessful, students can practice articulating steps and processes and testing the capabilities of automation. This assignment can be adapted for creating marketing materials, brand analysis, market/environmental/regulation reports and beyond.
Contact the Nexus team at nexus@nyu.edu for assistance setting up this assignment or adapting it for your course.