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Article
Publication date: 13 December 2022

Thomas H. Davenport and Nitin Mittal

The authors’ research identified seven best practices of leading companies with a particularly aggressive “All-in-on-AI” approach to Artificial Intelligence technology. 10;

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Abstract

Purpose

The authors’ research identified seven best practices of leading companies with a particularly aggressive “All-in-on-AI” approach to Artificial Intelligence technology. 10;

Design/Methodology/Approach

The article examines how successful companies are reskilling and upskilling their employees to help develop, interpret and improve AI systems.

Findings

To date, AI technologies are most commonly applied in making business processes more efficient, improving decisions and enhancing existing products and services, but “All-in-on-AI” companies eventually develop use cases across a wide variety of functions and processes, decisions and products or services.

Practical/Implications

While many have predicted that AI would replace humans, AI-powered companies see the primary goal as discovering how to get the best out of both by redesigning jobs, reskilling workers and becoming more efficient and effective in the process.

Originality Value

Companies seeking to get significant returns on their investment in AI should take note of the practices of leading firms.

Details

Strategy & Leadership, vol. 51 no. 1
Type: Research Article
ISSN: 1087-8572

Article
Publication date: 7 April 2015

Lauri Lepistö

The purpose of this paper is to improve the understanding of the rhetoric used to promote enterprise resource planning (ERP) systems, which are complex organisation-wide software…

Abstract

Purpose

The purpose of this paper is to improve the understanding of the rhetoric used to promote enterprise resource planning (ERP) systems, which are complex organisation-wide software packages inherently connected to the domains of management and organisation.

Design/methodology/approach

The study adopts a post-essentialist view on ERP systems and takes the form of a rhetorical analysis. Engaging in rhetorical scholarship in the area of technological change and management fashion literatures, this paper offers a close reading of a management text on ERP systems by Thomas H. Davenport published in 1998 in the Harvard Business Review.

Findings

The rhetorical analysis distinguishes and identifies three rhetorical strategies – namely, rationalisation, theorisation and contradiction – used to promote ERP systems and thus involved in the construction of the phenomenon revolving around ERP systems.

Originality/value

In spite of the importance of the rhetorical analysis of information technology in the context in which they operate, this paper argues that constructions of ERP systems should also be analysed beyond organisation-specific considerations. It further suggests that both researchers and practitioners should take seriously the rhetoric invoked by the well-known management writer that may easily go unnoticed.

Details

Baltic Journal of Management, vol. 10 no. 2
Type: Research Article
ISSN: 1746-5265

Keywords

Article
Publication date: 22 June 2010

Thomas H. Davenport and Jeanne G. Harris

This paper seeks to present a best practice guide to using analytics as a tool for leaders at every organizational level to drive their companies towards better decision making.

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Abstract

Purpose

This paper seeks to present a best practice guide to using analytics as a tool for leaders at every organizational level to drive their companies towards better decision making.

Design/methodology/approach

The piece is based on the book Analytics at Work by Thomas Davenport, Jeanne Harris and Robert Morison, which was published in 2010.

Findings

Accenture research shows conclusively that high‐performing businesses have a much more developed analytical orientation than other organizations. In fact they are five times more likely than their competitors to view analytical capabilities as being core to the business.

Practical implications

Senior executives are playing a crucial role in moving their organizations towards analytical decision making. Experience shows that, if leaders support analytical initiatives, they are much more likely to succeed. This is partly because of the powerful influence they exert over business culture, and partly because they can deploy the people, money and time needed to develop effective analytics capabilities. That said, senior executives are not the only people needed to build an analytical business. Almost any employee can play a vital role as an analytical leader.

Originality/value

Accenture uses case studies based on in‐depth interviews and thought leadership to demonstrate how individuals at different organizational levels have succeeded in driving their business towards analytical decision making – with impressive results.

Details

Strategic HR Review, vol. 9 no. 4
Type: Research Article
ISSN: 1475-4398

Keywords

Content available
Article
Publication date: 1 April 2003

Thomas H. Davenport

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Abstract

Details

Strategy & Leadership, vol. 31 no. 2
Type: Research Article
ISSN: 1087-8572

Book part
Publication date: 3 August 2020

Liam Fahey

Abstract

Details

The Insight Discipline: Crafting New Marketplace Understanding that Makes a Difference
Type: Book
ISBN: 978-1-83982-733-4

Article
Publication date: 1 March 1993

Thomas H. Davenport

Initiatives to enhance operational performance can include some programs that strive for continuous improvement and others that attempt radical innovation. But implementation…

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Abstract

Initiatives to enhance operational performance can include some programs that strive for continuous improvement and others that attempt radical innovation. But implementation depends upon learning how to integrate the substantially different approaches of total quality management (TQM) and business reengineering.

Details

Planning Review, vol. 21 no. 3
Type: Research Article
ISSN: 0094-064X

Article
Publication date: 1 January 1995

Thomas H. Davenport

In most cases, neither top‐down reengineering nor bottom‐up individualized processes and information systems best serve most companies' change purposes. What we need are…

Abstract

In most cases, neither top‐down reengineering nor bottom‐up individualized processes and information systems best serve most companies' change purposes. What we need are intermediate solutions that allow for top‐level direction while remaining sensitive to the fact that business processes are human interactions. Fortunately, in the areas of both information systems and business processes, participative middle‐ground approaches are emerging.

Details

Planning Review, vol. 23 no. 1
Type: Research Article
ISSN: 0094-064X

Article
Publication date: 1 February 2004

Thomas H. Davenport, Jeanne G. Harris and Susan Cantrell

Enterprise systems packages have long been associated with process change. However, it was assumed that most organizations would simultaneously design and implement process change…

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Abstract

Enterprise systems packages have long been associated with process change. However, it was assumed that most organizations would simultaneously design and implement process change while implementing the systems. A survey of 163 organizations and detailed interviews with 28 more suggests that enterprise systems were still being implemented even among early adopters of the technology, and that process change was being undertaken on an ongoing basis. After the prerequisites of time, critical mass of functionality, and significant expenditures were taken care of, the factors most associated with achieving value from enterprise systems were integration, process optimization, and use of enterprise‐systems data in decision making.

Details

Business Process Management Journal, vol. 10 no. 1
Type: Research Article
ISSN: 1463-7154

Keywords

Article
Publication date: 1 September 2001

Thomas H. Davenport and Sven C. Völpel

Knowledge management is the key success factor of today’s business leaders. Focuses on the rise of knowledge management. Provides a summary of useful concepts, different project…

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Abstract

Knowledge management is the key success factor of today’s business leaders. Focuses on the rise of knowledge management. Provides a summary of useful concepts, different project types, supportive organizational structures, effective technologies and points out future knowledge management directions. Shows that currently, within knowledge management, attention management has become the most important success factor. In future the management of attention management is likely to decide which businesses will be among the leaders of the new economy.

Details

Journal of Knowledge Management, vol. 5 no. 3
Type: Research Article
ISSN: 1367-3270

Keywords

Article
Publication date: 13 April 2012

This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting‐edge research and case studies.

Abstract

Purpose

This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting‐edge research and case studies.

Design/methodology/approach

This briefing is prepared by an independent writer who adds their own impartial comments and places the articles in context.

Findings

The more a retail organization knows about its customers, the more stuff it can sell them. Or, as they would put it, the more they can serve the customer well by catering for their needs. As firms become more customer‐centric, the more they need to know about us and, it seems, the more we are prepared to let them know.

Practical implications

The paper provides strategic insights and practical thinking that have influenced some of the world's leading organizations.

Originality/value

The briefing saves busy executives and researchers hours of reading time by selecting only the very best, most pertinent information and presenting it in a condensed and easy‐to digest format.

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