Streamlining Financial Analysis for Novel Robotics Concepts
Name
Livingston-tlivings-mba-mgt-2022-thesis.pdf
Description
Thesis PDF
Size
2.85 MB
Format
Adobe PDF
Checksum (MD5)
bff94aced0df89f5ff94404ed9aa58b4
Author(s)
Livingston, Timothy
Advisor(s)
Welsch, Roy E.
Davis, Randall
Date Issued
May 2022
Publisher
Massachusetts Institute of Technology
Abstract
Over the past decade e-commerce shipment volumes have risen dramatically, and online retailers,lead by Amazon, have invested significantly in robotics technologies to meet capacity needs. Before making these investments, firms consider both operational and financial feasibility in order to ensure that the technology meets requirements and earns a return on
investment.
In this work, we present Robotics Concept Modeler (RCM), a software program that streamlines and standardizes financial analysis process for novel robotics concepts at Amazon.
RCM augments Amazon’s existing process of sequentially evaluating operational and financial feasibility, a governor on the company’s pace of robotics innovation.
We outline the needs of the stakeholders involved in the financial analysis process, discuss how those needs shaped our development process, and give an overview of the final functionality of the developed software, including an exploration of the innovative graphical model construction methodology that drives many of RCM’s benefits.
We show that using RCM introduces significant time savings in preparing financial analysis, expands the userbase of individuals that are capable of this analysis, and reduces ambiguity and variation in analysis structure.
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Sloan School of Management
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