Software-based visualization of a go-to market optimization model
D1. Specifications
User Stories:
As a business executive, I want to get a readable overview of our projected go to market model so that I can implement necessary changes in order to optimize our business practices.
As a data analyst I want to examine variables that could alter the projection of our go to market model so that I can inform management of particular changes that should be made.
As a data scientist I want to examine variables that may be limiting our product development and market optimization so that I can pinpoint potential areas of improvement for the business I am working for.
As an economist I want to simulate the market for any particular business so that I can combine this with my expertise to analyze the market as a whole.
As a product manager I want determine what we could change about product development so that I can outline positive changes to be made.
As a data analyst, I want to upload historical data files using the user Interface, so that I can utilize the simulation software effectively.
Requirements:
Functional:
Definite
Review excel model and replicate functionality in Python (test Jeff’s code)
Convert Figma design to AWS Amplify interface using React JS
Implement some sliders to change input variables
Implement graphs to visualize projective values
Allow user to upload historical data directly to the user interface to input into the model
Perhaps
Implement login ability using Amazon Cognito. Want to have the ability to log in and log out.
Ability to reset password.
Create new account.
Improbable
Natural Language Processing model for sales and marketing issues, best practices and optimization methods
Non-functional:
Definite
Publish code to AWS from GitHub
The user interface should be easily usable for non technical users.
There should be clear documentation on the software functionality.
There should be documentation on how the simulation works.
Create a straightforward template for users to input historical data
Code should be maintainable.
Perhaps
Meet with Amazon Development team weekly
Meet with K-F MBA team to hear market feedback
Recruit technical mentors (Data Science, Statistics / Monte Carlo, AWS)