Business Model Innovation for Intelligent Automation: Unpacking the Productivity Paradox

Lead Research Organisation: University of Cambridge
Department Name: Engineering

Abstract

Productivity growth has been slowing down in the last decade in major economies as well as in emerging markets despite the prevalence of digital technologies. This phenomenon is widely known as the productivity paradox. The productivity growth slowdown is particularly acute in the UK compared to other major economies. Moreover, industries that are the most intensive users of Information and Communication Technologies (ICT) appear to have contributed most to the slowdown in productivity. One of the main reasons for this productivity slowdown could be due to the limited redesign of business processes and business models following the adoption of new digital technologies by firms. Through the research programme Dr. Velu will provide a better understanding the relationship between business model innovation and productivity improvements following the adoption of intelligent automation technologies. Dr. Velu will build a digital tool for management information and decision support systems for assessment of productivity of business models in order to enable rapid and sustained improvements in productivity within firms following the adoption of digital technologies. In doing so, the Dr Velu aims to propose a new framework for productivity reporting for national income accounting.

Dr. Velu will conduct historical analysis of firms that have implemented intelligent automation technologies in order to learn and develop the criteria for productivity measurement of business models. This will include analysis from historical publically available data as well as within firm analysis of a number of selected sectors such as manufacturing, distribution and the sharing economy. In addition, the research will conduct longitudinal in depth analysis of firms in similar sectors as the historical analysis in order to build a digital tool that will identify business model innovation opportunities following the adoption of intelligent automation technologies. This will involve working with the senior management team of a selected number of firms in these sectors in order to define the data requirements, draw-up the technology specification, develop the software programme, populate and test the digital tool with data and propose ways to embed the digital productivity tool within existing management reporting systems. The research will benefit firms as it will provide the basis for a systematic evaluation of the need for business model innovation opportunities following the implementation of intelligent automation technologies. The research will also benefit policymakers by defining good quality and appropriate data in addressing the challenges of measuring productivity in the digital economy.

Planned Impact

The research will provide key benefits to the stakeholders across the managerial, policy and academic communities as follows:

(1) Supporting Business Model Transformation
The digital productivity tool will help managers in established and start-up firms to decide how to assess the impact of the intelligent automation technologies that they implement in order to fully leverage the productivity benefits through appropriate business model innovation. Moreover, technology transfer organisations (such as the Digital Catapult, the Advanced Manufacturing Catapults and Innovate UK) will benefit as they would be better able to provide advice to firms testing and implementing the latest intelligent automation systems using the Catapults facilities to gain the full productivity benefits. Moreover, the involvement and support of IBM as well as The Conference Board will ensure that the digital productivity tool is disseminated widely among firms implementing digital technologies.

(2) Influencing National Policy
Policymakers such as the Department for Business, Energy and Industrial Strategy (BEIS) and Office for National Statistics (ONS) will benefit significantly from defining good quality and appropriate data in addressing the challenges of measuring productivity in the digital economy. The research will feed into initiatives related to the recent Industrial Strategy Green Paper. This will result in more effective policymaking on industrial strategy. Policymakers will be involved from the start of the research programme in order to ensure sustained interactions. Policy Fellowships will be organised through our partnership with the Centre for Science and Policy (CSaP) at the University of Cambridge ensuring strong policymaker engagement and dissemination of findings.

(3) Consumers and the Economy
Consumers and the economy will benefit from new digital technologies such as intelligent automaton becoming available sooner as a result of appropriate business model innovation. Moreover, addressing a key element of the productivity paradox by enabling quicker and more effective business model innovations will stimulate faster economic growth.

(4) Further Academic Investigations and Research Capability
Research findings generated during the project will be disseminated at international conferences and through leading academic journals. Dr.Velu will plan a special issue with one of the leading journals on the topic. These will provide valuable routes to publish developments in intelligent automation and its impact on business model innovation and productivity in an accessible manner to academics and practitioners alike. The involvement of the visiting professor who are all experts in digital technologies will support this strand of activity. Moreover, the research programme will complement existing research on productivity such as the Economic Statistics Centre of Excellence (ESCoE) on measuring the modern economy and the Centre for Economic Performance's (CEP) productivity programme and to the forthcoming ESRC Network Plus on Productivity. Finally, the Research Associates will acquire unique skill sets in combining social science with engineering to address productivity issues. These skills will be disseminated widely through research training in order to help train other researchers.

Publications

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Hawkridge G (2021) Monitoring on a shoestring: Low cost solutions for digital manufacturing in Annual Reviews in Control

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Park H (2020) Discovering and Managing Interdependence with Customer-Entrepreneurs in British Journal of Management

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Wannakrairoj W (2021) Productivity growth and business model innovation in Economics Letters

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Chen Y (2023) The Effect of Robot Adoption on Profit Margins in IEEE Transactions on Engineering Management

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Pattinson S (2023) Innovation ecosystems in B2B contexts: Owning the space in Industrial Marketing Management

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McFarlane D (2020) Preparing for Industry 4.0: digital business model innovation in the food and beverage industry in International Journal of Mechatronics and Manufacturing Systems

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Köbnick P (2020) Preparing for Industry 4.0: digital business model innovation in the food and beverage industry in International Journal of Mechatronics and Manufacturing Systems

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Fan J (2021) A simulation study of how religious fundamentalism takes root in Journal of Economic Behavior & Organization

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Glew R (2020) Malaysianization and the Barlow Boustead Estates Agency in Journal of the Malaysian Branch of the Royal Asiatic Society

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Velu C (2021) Learning from near misses from COVID-19. in Proceedings of the National Academy of Sciences of the United States of America

 
Description Developed a framework called the Business Model Cohesiveness Scorecard (BMCS) to help firm measure and manage the coherence of the activities across within the business model as firms adopt digital technologies. The BMCS enables the identification of the enhancing and mitigating effects of the inter-relationships across the activity chain within the firms as well as across the ecosystem in order to facilitate business model innovation. The BMCS framework was published as a chapter in the Handbook of Digital Innovation by Edward Elgar Publishing (2020).
https://www.ifm.eng.cam.ac.uk/uploads/Research/BMI/Velu_MI_for_BMI_Aug_2019_Final.pdf
https://www.elgaronline.com/view/edcoll/9781788119979/9781788119979.00023.xml


Created a novel way of measuring business model innovation, the Net Asset Turnover Ratio (NATO) and showed how it could be used to explain the slowdown of productivity in the UK. The results were published in a paper in Economics Letters, Wannakrairoj, W. and C. Velu. (2021). Productivity Growth and Business Model Innovation. Economics Letters, 199, 109679, 1-5. https://www.sciencedirect.com/science/article/pii/S0165176520304390

Highlighted the need to address near misses in conducting social science research on the imapct of the Covid-19 pandemic. This was published in a letter published in the Proceedings of the National Academy of Sciences (PNAS), Velu, C. and S. Iyer. (2021). Learning From Near Misses from Covid 19, Proceedings of the National Academy of Sciences, 118(40), e2108269118. https://www.pnas.org/doi/10.1073/pnas.2108269118

Responded to the call for evidence by the Department for Business, Energy and Industrial Strategy (BEIS) on UK's Quantum Technology with a research study on quantum technologies and business model innovation together with the Quantum Computing and Simulation Hub (QCS Hub). This resulted in a White Paper being published titled Quantum Technologies and Business Model Innovation (November 2022) outlining some of the key opportunities and challenges for adopting quantum technologies and maintaining leadership of the UK.
Exploitation Route The BMCS framework could be used by managers to identify and innovate their business models as they adopt digital technologies.

The novel way of measuring business model innovation, the Net Asset Turnover Ratio (NATO) could be used by managers and policy makers to measure changes in business within a firm or across industries.

We expect letter published in PNAS on 'Learning from near misses from COVID-19' will inform the social science research on the effect of the pandemic.

The new Department for Science, innovation and Technology will report on the UK National Quantum Technology Strategy. We expect some of our initial findings to inform the national strategy especially related to quantum technologies and business model innovation and how it might affect productivity and economic growth.
Sectors Aerospace, Defence and Marine,Chemicals,Construction,Digital/Communication/Information Technologies (including Software),Energy,Financial Services, and Management Consultancy,Manufacturing, including Industrial Biotechology

URL https://www.sciencedirect.com/science/article/pii/S0165176520304390
 
Description IBM Digital Strategy Consulting Team is using some of the findings from the report 'Targeting the Full Value of Digital Disruption' and conceptual definition of business model innovation in their go to market 'Ecosystem Business Models & Platforms' offer document for their clients. Delivered a number of modules on conduct risk to the global compliance executives at Barclays Bank which included intelligent automation, business model innovation and performance. Barclays reported change in practice and culture among bank executives as result of the course. The Business Model Cohesiveness Scorecard approach has been discussed with Advisory Board members of the Digital Transformation and Innovation Institute of The Conference Board. Senior executives have taken on board the approach to help with conceptualising how to develop and implement digital transformation initiatives. The Sharing in Growth (SiG) programme senior management and participating firms from the aerospace industry have found the findings from the research study on intangible capital and productivity very helpful to strengthen the approach and frameworks for improving productivity. The White Paper on 'Quantum Technology Adoption and Business Model Innovation' has been developed with the close discussion and input from the policymakers and managers in the stakeholders. The White Paper has had significant impact among policymakers and managers to better understand the opportunities and challenges of quantum technology adoption and business model innovation.
First Year Of Impact 2019
Sector Digital/Communication/Information Technologies (including Software),Financial Services, and Management Consultancy,Manufacturing, including Industrial Biotechology
Impact Types Economic

 
Description Business Model Innovation and Quantum Technologies
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact These interviews and roundtable discussions on quantum technologies and business model innovation included various government policy makers in quantum technologies. Various draft notes of the discussion were circulated to the policymakers to get feedback and also contribute to the formulation of the UK national strategy development on quantum technologies. This resulted in the publication of a White Paper (together with the Quantum Computing and Simulation Hub) which was circulated widely to the various policymakers including in the UK, US and Europe respectively.
 
Description Developed an Executive Education Course on Business Model Innovation and Digital Technologies. Delivered the course to executives globally.
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact The course aims to provide a basis for organisations to think about how to innovate their business models as they adopt digital technologies. The skills acquired have been helpful in executives improve the digital transformation challenges in their respective organisations. Such thinking about business model innovation would help address the productivity slowdown in the UK and elsewhere as well as address carbon neutral initiatives.
 
Description Executive Member of The Productivity Institute (TPI)
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
Impact The impact includes engaging with the East Anglia Regional Productivity Forum which consists of sharing and influencing the research findings with firms in East Anglia to help address productivity related initiatives.
URL https://www.productivity.ac.uk/people/chander-velu/
 
Description Senior Fellow of The Conference Board advisory role to member companies of The Confernece Board on digital technology adoption and business model transformation
Geographic Reach Multiple continents/international 
Policy Influence Type Participation in a guidance/advisory committee
Impact The advice provides insights to senior management in the large multinational companies on adopting and transforming business models to improve efficiency and effectiveness and to ultimately contribute to productivity improvement at the economy level.
 
Description Elastic Manufacturing systems - a platform for dynamic, resilient and cost-effective manufacturing services
Amount £2,803,659 (GBP)
Funding ID EP/T024429/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 10/2020 
End 09/2024
 
Description Intelligent Automation and Productivity: The Imperative for Business Model Innovation
Amount £78,000 (GBP)
Funding ID Cambridge ESRC DTP Knowledge Exchange PhD Studentship 
Organisation Economic and Social Research Council 
Sector Public
Country United Kingdom
Start 10/2020 
End 03/2024
 
Description Made Smarter Innovation - Research Centre for Connected Factories
Amount £5,091,837 (GBP)
Funding ID EP/V062123/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 09/2021 
End 03/2025
 
Description The Productivity Institute
Amount £26,621,454 (GBP)
Funding ID ES/V002740/1 
Organisation Economic and Social Research Council 
Sector Public
Country United Kingdom
Start 09/2020 
End 08/2025
 
Title Business Model Coherence Scorecard (BMCS) 
Description Developed a framework called the Business Model Cohesiveness Scorecard (BMCS) to help firm measure and manage the coherence of the activities across within the business model as firms adopt digital technologies. The BMCS enables the identification of the enhancing and mitigating effects of the inter-relationships across the activity chain within the firms as well as across the ecosystem in order to facilitate business model innovation. The BMCS framework was published as a chapter in the Handbook of Digital Innovation by Edward Elgar Publishing (2020). 
Type Of Material Improvements to research infrastructure 
Year Produced 2020 
Provided To Others? Yes  
Impact The framework will be developed further and is expected to improve the identification and management of business model innovation among firms as they adopt digital technologies. 
URL https://www.elgaronline.com/view/edcoll/9781788119979/9781788119979.00023.xml
 
Description Adoption of Quantum Technology and Business Model Innovation 
Organisation University of Oxford
Department Oxford Hub
Country United Kingdom 
Sector Academic/University 
PI Contribution My researchers and I have been conducting interviews with stakeholders across a wide selection of technology providers, potential users, investors and academics to better understand the opportunities and challenges of quantum technologies and its implications for business model innovation in order to contribute to productivity improvement and economic growth. A White Paper was published titled 'Adoption of Quantum Technologies and Business Model Innovation' and launched at the UK Quantum Showcase event in November 2022.
Collaborator Contribution The Oxford Quantum Computing and Simulation Hub (QCS Hub) provided access to its member firms to conduct interviews to examine the potential impact of quantum computers on business model innovation and hence productivity and economic growth. The insights from these interviews were analysed to write the White Paper that was published titled 'Adoption of Quantum Technologies and Business Model Innovation'.
Impact A White Paper was published titled 'Adoption of Quantum Technologies and Business Model Innovation' and launched at the UK Quantum Showcase event in November 2022. This is an interdiciplinary work involving physicists, mathematicians, engineers and business managers covering science, engineering, business and economics. The findings of the research was given as a talk at the panel session at the UK National Showcase Event in November 2022 on the topic of 'Quantum Computing - The Hype and The Reality'. Moreover, the findings were also reported in atalk given as part of a panel session in December 2022 in London on 'Responsible Quantum Summit - The Quantum Economy Session'.
Start Year 2022
 
Description Adoption of Quantum Technology and Business Model Innovation 
Organisation University of Oxford
Department Oxford Hub
Country United Kingdom 
Sector Academic/University 
PI Contribution My researchers and I have been conducting interviews with stakeholders across a wide selection of technology providers, potential users, investors and academics to better understand the opportunities and challenges of quantum technologies and its implications for business model innovation in order to contribute to productivity improvement and economic growth. A White Paper was published titled 'Adoption of Quantum Technologies and Business Model Innovation' and launched at the UK Quantum Showcase event in November 2022.
Collaborator Contribution The Oxford Quantum Computing and Simulation Hub (QCS Hub) provided access to its member firms to conduct interviews to examine the potential impact of quantum computers on business model innovation and hence productivity and economic growth. The insights from these interviews were analysed to write the White Paper that was published titled 'Adoption of Quantum Technologies and Business Model Innovation'.
Impact A White Paper was published titled 'Adoption of Quantum Technologies and Business Model Innovation' and launched at the UK Quantum Showcase event in November 2022. This is an interdiciplinary work involving physicists, mathematicians, engineers and business managers covering science, engineering, business and economics. The findings of the research was given as a talk at the panel session at the UK National Showcase Event in November 2022 on the topic of 'Quantum Computing - The Hype and The Reality'. Moreover, the findings were also reported in atalk given as part of a panel session in December 2022 in London on 'Responsible Quantum Summit - The Quantum Economy Session'.
Start Year 2022
 
Description Intangible Capital and Productivity Improvement: A Study of Small and Medium Enterprises in the UK Aerospace Industry 
Organisation Sharing in Growth
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution My research team and I have been working with the Sharing in Growth (SiG) Initiative to better understand how intangible capital helps improve productivity among Small and Medium enterprises in the UK aerospace industry. SIG in a government funded initiative to help improve the productivity of the small and medium sized enterprises in the aerospace industry. My research team and I have completed a paper titled 'Intangible Capital and Reorientation of Manufacturing During a Pandemic' which outlines the SiG firms' response to the UK Ventilator Challenge to provide equipment to the UK National Health Service (NHS). The a summary of the paper and the working paper is listed below: https://engage.ifm.eng.cam.ac.uk/project/investing-intangible-capital-smes-insights/ The paper above was pubslihed as a book chapter below: Said, F., Page, A., Salter, L., Velu, C. (2022). Intangible Capital and Reorientation of Manufacturing During a Pandemic. In Gallitto, E., Massi, M., Harrison, P., eds., Consumption, Production, and Entrepreneurship in the Time of Coronovirus, Palgrave Macmillan.
Collaborator Contribution The Sharing in Growth (SiG) initiative has been providing access to the beneficiary firms as well as data on the performance of these firms. The SiG team has been guiding the research team on the main issues with respect to the management of intangible assets and how it affects productivity. SIG have been facilitating interviews with the CEOs and Managing Directors of SiG beneficiary firms as part of the research study on how intangible capital helps improve productivity.
Impact One of the PhD students from Business Model Innovation research group completed is in the process of completing doctoral thesis based on the work with SiG. This involves multidisciplinary research team with engagement from economics, engineering and innovation management. A book chapter titled 'Intangible Capital and Reorientation of Manufacturing During a Pandemic' has been publsihed in the special edition book 'Consumption, Production and Entrepreneurship in the time of Coronavirus' (DOI : 10.1007/978-3-030-93169-8) by Palgrave-Macmillan. The full reference is as follows: Said, F., Page, A., Salter, L., Velu, C. (2022). Intangible Capital and Reorientation of Manufacturing During a Pandemic. In Gallitto, E., Massi, M., Harrison, P., eds., Consumption, Production, and Entrepreneurship in the Time of Coronovirus, Palgrave Macmillan.
Start Year 2019
 
Description Realizing the Full Potential of Digital Transformation. 
Organisation The Conference Board
Country United States 
Sector Private 
PI Contribution The research involved interviews with senior management of 14 major blue-chip firms across various industry sectors. The work involved understanding how these firms were preparing and implementing digital technologies. I was involved the helping design the interview protocol, involved with the studies, doing the analysis as well as help write the report - 'Realizing the Full Potential of Digital Transformation: Three Areas of Focus'. We followed up the research study with interviews with participating firms on the impact of the pandemic on their digital transformation strategies. A complementary report was published - 'The Impact of the Pandemic on Digital Transformation'. In addition, during 2020/2021, we conducted further two online workshops with senior management across a number of major firms to better understand some of the implications of the pandemic on digital technology adoption. This has led to further development of a research study to examne the major blockers or non-coherence across the activity system of the firm and also across the ecosystem as firms adopt digital technologies. This is an ongoing reserach study taht satrted in late 2022 and will be completed during 2023.
Collaborator Contribution The Conference Board involved their member firms in the interviews, organised the interviews with the senior management team, conducted the analysis of the interview data as well as helped draft the report - 'Realizing the Full Potential of Digital Transformation: Three Areas of Focus' and 'The Impact of the Pandemic on Digital Transformation'. Helped write the Report into a publishable report - 'Realizing the Full Potential of Digital Transformation: Three Areas of Focus' and 'The Impact of the Pandemic on Digital Transformation'. Part of team that delivered a webinar on the report in October 2020.
Impact The Report titled 'Realizing the Full Potential of Digital Transformation: Three Areas of Focus' has been published in June 2020 and circulated to wide set of firms worldwide by the Conference Board as well as the Institute for Manufacturing, University of Cambridge. Moreover a follow on study was published titled 'The Impact of the Pandemic on Digital Transformation' in June 2021. This is with a multi-disciplinary team of involving engineering, economics and technology management. https://www.ifm.eng.cam.ac.uk/uploads/Research/BMI/TCB-Digital-Transformation-Final-2020.pdf https://www.ifm.eng.cam.ac.uk/uploads/Research/BMI/Impact_of_Pandemic_on_Digital_Transformation_2021.pdf The Report titled 'The Impact of the Pandemic on Digital Transformation' was published in October 2021 and circulated to wide set of firms worldwide by the Conference Board as well as the Institute for Manufacturing, University of Cambridge. https://www.ifm.eng.cam.ac.uk/uploads/Research/BMI/Impact_of_Pandemic_on_Digital_Transformation_2021.pdf
Start Year 2018
 
Description Targeting the Full Value of Digital Disruption 
Organisation IBM
Country United States 
Sector Private 
PI Contribution Published White Paper titled 'Targeting the Full Value of Digital Disruption: Innovating Business Models for Capturing Value from New Technologies'. The paper analyses the digital technology adoption (Mobile, analytics, IoT, AI, Blockchain and Cloud) across six industries such as Retail, Auto, Hospitality, Healthcare, Electric Utility and Oil refining. The analysis show the industry spend in digital technologies still leaves a lot of potential value on the table as it does not fully account for the value creation and productivity improvements from business model innovation. I contributed to the design of the study, guiding the analysis as well as the writing of the White Paper. A new ESRC DTC PhD scholarship has been allocated to me to support a PhD student who started in October 2020 on this collaboration. The student is working on a thesis to examine ownership of data and platforms in business to business context. The PhD student continuing to work with IBM on the project whereby currently considering a secondment to IBM to conduct interviews and case analysis.
Collaborator Contribution The partner firm, IBM provided resources/staff to collect the data and do the analysis (including interviews and case studies from consulting assignments).. The ESRC DTC funded PhD student is working closely with IBM to develop the thinking further on ownership of data and platforms in business to business context.
Impact The outcome of this collaboration is a White paper 'Targeting the Full Value of Digital Disruption: Innovating Business Models for Capturing Value from New Technologies' as noted below: https://www.ifm.eng.cam.ac.uk/uploads/Research/BMI/BMI_IfM_2019_whitepaper_digital_disruption_FINAL.pdf The collaboration is multi-disciplinary as it involves the disciplines of engineering, economics and business management. Moreover, a new ESRC DTC PhD scholarship has been allocated to me to support a PhD student who started in October 2020 on this collaboration.
Start Year 2018
 
Description Digital Technologies, Innovation and the Productivity Paradox 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact An online talk titled 'Digital Technologies, Innovation and the Productivity Paradox' to studnets at the CATS School Cambridge in May 2021.
Year(s) Of Engagement Activity 2021
 
Description Digital Transformation: How to Create Value 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact A webinar titled 'Digital Transformation: How to Create Value' delivered together with John Metselaar from the Conference Board to members of the Scottish Enterprise, a non-departmental public body of the Scottish Government which encourages economic development, enterprise, innovation and investment in business
Year(s) Of Engagement Activity 2021
URL https://register.gotowebinar.com/recording/3175530733432812801
 
Description Interview provided to The Sunday Times for an article on 'Destroy, then build, for true business transformation' that appears in the 11 December 2022. 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact An artcle appeared in The Sunday Times on 11 December 2022 titled 'Destroy, then build, for true business transformation' where I was quaoted based on an interview I provided to the newspaper.
Year(s) Of Engagement Activity 2022
URL https://res.cloudinary.com/yumyoshojin/image/upload/v1670597912/pdf/DT_AW_singles.pdf
 
Description Manufacturing Leaders' Summit 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Participated in an expert panel on at the Manufacturing Leaders' Summit in November 2021. Delivered to an audience of 80 senior executives in manufacturing. This created some thought provoking discussion on the key issues presented.
Year(s) Of Engagement Activity 2021
 
Description Panel session at the UK National Showcase Event - Quantum Computing - The Hype and The Reality 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Panel session at the UK National Showcase Event - Quantum Computing - The Hype and The Reality. Launched White Paper based on research findings by interviewing 60 plus stakeholders with influence on firms, policymakers and finance community on the development of quantum technologies.
Year(s) Of Engagement Activity 2022
URL https://www.ifm.eng.cam.ac.uk/news/quantum-technology-in-the-uk-new-white-paper-examines-challenges-...
 
Description Panel session the Responsible Quantum Summit - The Quantum Economy Session 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Panel session the Responsible Quantum Summit - The Quantum Economy Session taling about quantum technologeis and business model innovation. The session was held in person and online and also a webcast was available subsequently to suscribers of Tortoise Media. The session was attended by senior executives, academics and policymakers.
Year(s) Of Engagement Activity 2022
URL https://www.irif.fr/~yixin.shen/Tortoise_Quantum_Summit.pdf
 
Description Perspectives on business model innovation in a pandemic - podcast series with 15 senior executives around the world on the about their views on the implications of the COVID-19 crisis for the future of business models. 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact During May to July 2020, I conducted a podcast interview series titled Perspectives on business model innovation in a pandemic. The podcast series involved interviews conducted with 15 senior executives around the world on the about their views on the implications of the COVID-19 crisis for the future of business models. This was distributed globally by Cambridge University via the Institute for Manufacturing website and twitter feed. Moreover, some of the participating organisations posted their podcast on their respective websites and social media outlets (e.g., Tradeweb Inc, De Beers Group).

The activity conducted in 2019 was a live webcast by the Conference Board from their offices in New York. I was interviewed in the webcast by a Senior Fellow of the Conference Board based on the topic of challenges and opportunities in digital transformation. This was streamed with over 80 participants. Subsequently the webcast was available to member of the Conference Board as well as through the website of the Institute for Manufacturing (IfM) at the University of Cambridge.
Year(s) Of Engagement Activity 2019,2020
URL https://www.ifm.eng.cam.ac.uk/research/business-model-innovation/perspectives-on-business-model-inno...
 
Description Roundtable discussion on the importance of measuring coherence of business models in digital technology adoption 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Roundtable discussion on the importance of measuring coherence of business models in digital technology adoption - this includes a number of dicussions in workshosp as well as to the Advisory Board of the Digital Transformation and Innovation Institute of The Confernece Board.
Year(s) Of Engagement Activity 2022,2023
 
Description Talk at Darwin College, University of Cambridge 'Getting Ready for the Quantum Age: Quantum Technologies and Business Model Innovation' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact Talk at Darwin College, University of Cambridge as part of their semianr series with title of a talk 'Getting Ready for the Quantum Age: Quantum Technologies and Business Model Innovation'
Year(s) Of Engagement Activity 2022
URL https://talks.cam.ac.uk/talk/index/175943
 
Description Talk to senior executives of a major financial services organisation 'Getting Ready for the Quantum Age: Quantum Technologies and Business Model Innovation' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Talk to senior executives of a major financial services organisation 'Getting Ready for the Quantum Age: Quantum Technologies and Business Model Innovation' to enable them to better understand the imapct of the technology on their business.
Year(s) Of Engagement Activity 2022
 
Description Workshop on Business Model Coherence Scorecard to Chief Technology and Innovation Officers Council - The Conference Board at the PA Consulting Technology Centre, Melbourne, Cambridgeshire. UK 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Workshop on Business Model Coherence Scorecard to Chief Technology and Innovation Officers Council - The Conference Board at the PA Consulting Technology Centre, Melbourne, Cambridgeshire. UK
Year(s) Of Engagement Activity 2022
 
Description Workshop on Early Adoption of Innovation at the Institute for Government. 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Workshop on Early Adoption of Innovation at the Institute for Government to discuss how best to encourage goverment to adopt digital technologies.
Year(s) Of Engagement Activity 2023