
Data, AI, & Machine Learning

Sound Business: The Promise of Audio Machine Learning Technologies
Emerging machine learning technology could enhance sound creation and the detection and analysis of acoustic signals.
Mark Purdy
Latest Insights from MIT SMR


Developing Strategy
How to Have Better Strategy Conversations About Monetizing Data
Barbara H. Wixom et al.



Ethics
Protecting Society From AI Harms: Amnesty International’s Matt Mahmoudi and Damini Satija (Part Two)
Sam Ransbotham and Shervin Khodabandeh

More Insights from MIT SMR

Automation
Harnessing Grassroots Automation
With a modest amount of training, nontechnical employees can automate complex processes.
Ian Barkin and Thomas H. Davenport

Analytics & Business Intelligence
Strategic Alignment With AI and Smart KPIs
When organizations create forward-looking smart KPIs with AI, they see increased strategic alignment.
David Kiron et al.

Leading Change
Procurement in the Age of Automation
Research points to six practices leaders can use to overcome stakeholder resistance to automated negotiation technology.
Remko Van Hoek and Mary Lacity

IT Governance & Leadership
Generative AI at Mastercard: Governance Takes Center Stage
Even with its deep AI experience, Mastercard is feeling its way toward how it uses generative AI.
Thomas H. Davenport and Randy Bean

Ethics
Protecting Society From AI Harms: Amnesty International’s Matt Mahmoudi and Damini Satija (Part 1)
On the Me, Myself, and AI podcast, Amnesty International’s Matt Mahmoudi and Damini Satija discuss AI’s societal risks.
Sam Ransbotham and Shervin Khodabandeh

AI & Machine Learning
Using Federated Machine Learning to Overcome the AI Scale Disadvantage
FedML technology could help smaller companies train their machine learning models on larger, decentralized data sets.
Yannick Bammens and Paul Hünermund

New Product Development
Images and Inspiration With AI: Pinterest’s Jeremy King
On the Me, Myself, and AI podcast, Pinterest’s Jeremy King discusses the technology behind the image-based platform.
Sam Ransbotham and Shervin Khodabandeh

Skills & Learning
Learning From and With AI: Duolingo’s Zan Gilani
On the Me, Myself, and AI podcast, Duolingo’s Zan Gilani shares how AI personalizes the language app and motivates users.
Sam Ransbotham and Shervin Khodabandeh

Automation
How Robots Can Enhance Performance Management for Humans
Researchers describe how having robots work alongside humans can help companies measure performance more accurately.
Bryan Hong and Lynn Wu

Security & Privacy
Detecting the Good and the Bad With AI: Airbnb’s Naba Banerjee
On the Me, Myself, and AI podcast, Airbnb’s Naba Banerjee explains how machine learning helps protect hosts and guests.
Sam Ransbotham and Shervin Khodabandeh
Executive Guides
- Technology Ethics
- Leading Data & Analytics
- Data Strategy

IT Governance & Leadership
Building an Organizational Approach to Responsible AI
Kay Firth-Butterfield

Ethics
Designing Ethical Technology Requires Systems for Anticipation and Resilience
Kirsten Martin and Bidhan (Bobby) L. Parmar

Ethics
Why Building an Ethical Culture Must Start at the Top
Robert Chesnut, interviewed by Ally MacDonald




Executive Guides
- Technology Ethics
- Leading Data & Analytics
- Data Strategy

Data & Data Culture
Empowering a Data Culture From the Inside Out
Jonathan Tudor, interviewed by Ally MacDonald

Analytics & Business Intelligence
Leading With Decision-Driven Data Analytics
Bart de Langhe and Stefano Puntoni





Executive Guides
- Technology Ethics
- Leading Data & Analytics
- Data Strategy


IT Governance & Leadership
The Enterprise Systems That Companies Need to Create
David Waller and Paul Beswick


Analytics & Business Intelligence
Actioned Analytics Pave the Way to New Customer Value
Barbara H. Wixom and Gabriele Piccoli


Analytics & Business Intelligence
Getting Serious About Data and Data Science
Thomas C. Redman and Thomas H. Davenport
