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Massachusetts Institute of Technology

Product management framework for the development of automation solutions for biologics drug substance manufacturing

Abstract

dc:description.abstract

This thesis presents a product management framework for the development of innovative manufacturing automation solutions, and the application of this framework to the development of automation for a continuous biomanufacturing platform at Amgen. A recently formed team at Amgen - Next Gen Automation (Drug Substance)(NGA(DS)) - is working to develop innovative automation solutions that support Amgen's strategic initiatives. Being an innovation team, NGA(DS) faces uncertainty regarding what aspects of the existing process are best suited to be improved using automation and what the best automation solutions are to achieve these results. The framework presented in this thesis provides NGA(DS) a methodology to develop useful solutions in the presence of this uncertainty. Supporting automation development for the continuous biomanufacturing platform is one of the work streams of NGA(DS), and was used as a case study for the development of the product management framework. Several prominent innovation and product management frameworks were lever-aged in the development of the framework for this project, including Lean Startup and Disciplined Entrepreneurship. As recommended by the sources studied, this project modelled innovation as a collaborative and iterative process of testing hypotheses regarding the value of the product being developed. Specific tools and concepts were applied from the source frameworks, as relevant to the teams's needs. The framework developed in this project consisted of two phases - Opportunity Analysis and Solution Development - with multiple data collection and analysis activities in each phase. Results from the activities were validated through reviews by the NGA(DS) team leadership and other relevant Subject Matter Experts within Amgen. The framework developed in this project is intended to guide future decision making for product development activities by NGA(DS).

Degree

thesis:*
Name thesis:degree_name
Master
Department dc:contributor.department
Sloan School of Management
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2020

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Kumar, Ketan.
Advisor dc:contributor.advisor
  • Richard D. Braatz and Retsef Levi.

Subjects

dc:subject × 2

Rights

dc:rights
Statement dc:rights
  • MIT theses may be protected by copyright. Please reuse MIT thesis content according to the MIT Libraries Permissions Policy, which is available through the URL provided.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
https://hdl.handle.net/1721.1/126904
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/126904

Chain of custody

source
Harvested from
MIT
Base URL
dspace.mit.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Kumar, Ketan.. Product management framework for the development of automation solutions for biologics drug substance manufacturing. Massachusetts Institute of Technology, 2020. https://hdl.handle.net/1721.1/126904