AI & Machine Learning
How to Build Good AI Solutions When Data Is Scarce
New data-efficient AI techniques can help when developers lack sufficient volumes of labeled training data.
Data, AI, & Machine Learning
Latest
Skills & Learning
Individual AI Use Can Benefit Organizations
MIT SMR and BCG research team members discuss a recent artificial intelligence study at the Web Summit conference.
Data & Data Culture
People Leaders Need Data-Driven Technology Too
Human capital management tools work best when they’re based on data insights and tailored to meet employees’ needs.
IT Governance & Leadership
Executives Are Coming to See RAI as More Than Just a Technology Issue
A panel of experts weighs in on whether responsible AI governance extends beyond technology leadership.
Diversity & Inclusion
Improve Your Diversity Measurement for Better Outcomes
Managers need more thoughtful and effective data collection practices to advance DEI in their organizations.
Data & Data Culture
Developing Successful Data Products at Regions Bank
Embedding data, analytics, and artificial intelligence into products has been a game changer for businesses.
AI & Machine Learning
Digital First, Physical Second: Wayfair’s Fiona Tan
Wayfair’s CTO describes how the e-commerce retailer uses AI and machine learning to support customers and manage risk.
Managing Your Career
Achieving Individual — and Organizational — Value With AI
The 2022 MIT SMR-BCG AI and Business Strategy report finds organizations get more value from AI when workers benefit too.
Customers
Investing in the Last Mile: PayPal’s Khatereh Khodavirdi
Data science leader Khatereh Khodavirdi discusses how PayPal uses AI and machine learning for customer personalization.
AI & Machine Learning
How to Succeed With AI Augmentation
To succeed with AI, design applications and workflows that tap the best of what people and machines have to offer.
Customers
Keeping Humans in the (Feedback) Loop: Orangetheory Fitness’s Ameen Kazerouni
Orangetheory Fitness members get the most out of their group workouts with some help from both AI and human coaches.
AI & Machine Learning
What Machines Can’t Do (Yet) in Real Work Settings
Most companies that are using AI are deploying it for augmentation, not large-scale automation.
IT Governance & Leadership
Mature RAI Programs Can Help Minimize AI System Failures
A panel of experts weighs in on whether mature responsible artificial intelligence programs mitigate system failures.
IT Governance & Leadership
The Three Roles of the Chief Data Officer: ADP’s Jack Berkowitz
ADP’s Jack Berkowitz explains the benefits of having data strategy, data products, and AI oversight within the CDO role.
Business Models
Bringing Customers Along on the Digital Journey
The data streams generated by customers using smart, connected products can lead to new products and services.
IT Governance & Leadership
To Be a Responsible AI Leader, Focus on Being Responsible
The 2022 MIT SMR-BCG responsible AI report finds that leaders view RAI as important but few prioritize it in practice.
Customers
Our Guide to the Fall 2022 Issue
This issue of MIT SMR focuses on customer relationships and their connection to innovation and value.
Data & Data Culture
From Data to Wisdom: Novo Nordisk’s Tonia Sideri
Novo Nordisk’s Tonia Sideri explains how the pharma company uses AI to test new ideas before initiating tech projects.
Content Sponsored by EY
Honeywell and EY Digital Compliance Scorecard Enhances Communication and Drives Improvement
This case study describes how Honeywell and EY teamed up to build a powerful compliance scorecard.
AI & Machine Learning
Increasing AI Tool Adoption by Front-Line Workers
Successful AI adoption requires developers to think beyond business goals and address end users’ workflow concerns.