Publications

2014
Working Paper

Hidden Structure: Using Network Methods to Map System Architecture

By: Carliss Baldwin, Alan MacCormack and John Rusnak

In this paper, we describe an operational methodology for characterising the architecture of complex technical systems and demonstrate its application to a large sample of software releases. Our methodology is based upon directed network graphs, which allows us to... View Details

Keywords: Complexity; Applications and Software; Product Design

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October 2014
Article

Hidden Structure: Using Network Methods to Map System Architecture

By: Carliss Y. Baldwin, Alan MacCormack and John Rusnak

In this paper, we describe an operational methodology for characterizing the architecture of complex technical systems and demonstrate its application to a large sample of software releases. Our methodology is based upon directed network graphs, which allows us to... View Details

Keywords: Architecture; Modularity; Dominant Designs; Complexity; Product Design; Software

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All complex systems can be described in terms of their architecture, that is, as a nested hierarchy of subsystems. In this paper, we use network methods to detect the core components of an architecture, to establish... View Details

November 2017
Case

iRobot: Moving Beyond the Roomba

By: Rajiv Lal and Scott Johnson

The makers of the Roomba, a robotic vacuum cleaner, connected the latest version of their product to the Internet. This new feature opened up a wealth of new opportunities and challenges for the company. View Details

Keywords: Irobot; Smart Home; Connected Home; Roomba; Vacuum; Mapping; Internet Of Things; Connected Products; Organizational Structure; Organizational Design; Information Infrastructure; Applications and Software; Digital Platforms; Mobile and Wireless Technology; Consumer Products Industry; Electronics Industry; Manufacturing Industry; Technology Industry; United States

August 2002 (Revised January 2003)
Case

Siebel Systems: Anatomy of a Sale, Part 1

By: John A. Deighton and Das Narayandas

How does a $2 million software sale happen? This case traces efforts by Siebel Systems to sell lead management software to discount broker Quick & Reilly. The buying process is mapped out over four years. Covers in detail the last six months—from Siebel's initial... View Details

Keywords: Leadership; Management Analysis, Tools, and Techniques; Marketing Strategy; Consumer Behavior; Organizational Structure; Behavior; Competition; Applications and Software; Technology Industry

August 2002 (Revised February 2003)
Case

Siebel Systems: Anatomy of a Sale, Part 2

By: John A. Deighton and Das Narayandas

How does a $2 million software sale happen? This case traces efforts by Siebel Systems to sell lead management software to discount broker Quick & Reilly. The buying process is mapped out over four years. Covers in detail the last six months--from Siebel's initial... View Details

Keywords: Business Cycles; Leadership; Management Analysis, Tools, and Techniques; Marketing Strategy; Consumer Behavior; Organizational Structure; Behavior; Competition; Applications and Software; Technology Industry

March 27, 2025
Article

How One Company Used AI to Broaden Its Customer Base

By: Sunil Gupta and Frank V. Cespedes

The software company SAP successfully leveraged AI tools to begin selling to the small and medium enterprises (SMEs) market, which had previously been uneconomical for its in-person sales approach. By mapping the customer journey and deploying over 40 AI tools, SAP... View Details

Keywords: AI and Machine Learning; Sales; Business Strategy; Market Entry and Exit

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August 2002
Case

Siebel Systems: Anatomy of a Sale, Part 3

By: John A. Deighton and Das Narayandas

How does a $2 million software sale happen? This case traces efforts by Siebel Systems to sell lead management software to discount broker Quick & Reilly. The buying process is mapped out over four years. Covers in detail the last six months--from Siebel's initial... View Details

Keywords: Sales; Decision Choices and Conditions; Competitive Strategy; Customer Relationship Management; Product Marketing; Information Technology Industry

06 Oct 2008
Research & Ideas

Updating a Classic: Writing a Great Business Plan

business plan and its relation to new venture formation. I tried to explain that a business plan can't be a tightly crafted prediction of the future but rather a depiction of how events might unfold and a road map for change. I emphasized... View Details

Keywords: by Sean Silverthorne

June 2017
Teaching Note

Google to Alphabet: Two Job Opportunities

By: Robert Simons and Jennifer Packard

This is the teaching note for "Google to Alphabet: Two Job Opportunities" HBS No.116-046 The case describes two job postings for positions at Google. The first job posting is for a Software Engineer in the Google Maps unit and the second job posting is for an Account... View Details

Keywords: Strategy And Execution; Span Of Control; Span Of Accountability; Span Of Support; Management Control Systems; Entrepreneurial Gap; Motivation; Job Design; Strategy; Information Technology; Organizational Design; Jobs and Positions; Technology Industry

22 Oct 2007
Research & Ideas

Bringing ‘Lean’ Principles to Service Industries

the more familiar lean technique of value stream mapping (VSM) to identify and decrease wasted time and effort throughout the software development process. Improving From The Bottom Up While most... View Details

Keywords: by Julia Hanna; Computer

December 2021
Case

Burning Glass Technologies: From Data to Product

By: Suraj Srinivasan and Amy Klopfenstein

In May 2021, Matt Sigelman, CEO of Burning Glass Technologies, a company that provided labor market analytics for a variety of markets, navigates his company’s transition from data company to product company. Burning Glass originated as a service that used artificial... View Details

October 2015 (Revised October 2016)
Case

Building Watson: Not So Elementary, My Dear! (Abridged)

By: Willy C. Shih

This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the... View Details

Keywords: Analytics; Big Data; Business Analytics; Product Development Strategy; Machine Learning; Machine Intelligence; Artificial Intelligence; Product Development; AI and Machine Learning; Information Technology; Analytics and Data Science; Information Technology Industry; United States

November 2022
Case

Para: Pay Transparency and Gig Drivers' Rights

By: Christopher Stanton and George Gonzalez

The case presents the founding vision and early days of a young startup that seeks to empower delivery drivers with tools and transparency. The company's flagship mobile app has been taken up by tens of thousands of delivery drivers across major U.S. cities who use it... View Details

Keywords: Gig Workers; Corporate Entrepreneurship; Entrepreneurship; Business Startups; Applications and Software; Disruptive Innovation; Compensation and Benefits; Technology Industry; San Francisco

Winter 2021
Article

Dealmaking Disrupted: The Unexplored Power of Social Media in Negotiation

By: James K. Sebenius, Ben Cook, David A. Lax, Isaac Silberberg and Paul Levy

While social media has had profound effects in many realms, the theory and practice of negotiation have remained relatively untouched by this potent phenomenon. In this article, we survey existing research in this area and develop a broader framework for understanding... View Details

Keywords: Bargaining; 3D Negotiation; Negotiation; Conflict and Resolution; Social Media

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September 2011 (Revised July 2012)
Case

Building Watson: Not So Elementary, My Dear!

By: Willy Shih

This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the... View Details

Keywords: Technological Innovation; Standards; Product Development; Organizational Change and Adaptation; Mathematical Methods; Research and Development; Information Technology