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Published in GAMMA — Part of BCG X

·Mar 29

Software Developers Align to Reduce Escalating Computing Emission

Written by Matt Kropp and Niels Freier For those not intimately involved in software development, it’s hard to grasp just how much greenhouse gas is emitted when software is built, AI models are trained, and data centers are cooled — or to grasp that these emissions are increasing at an…

4 min read

Software Developers Align to Reduce Escalating Computing Emission
Software Developers Align to Reduce Escalating Computing Emission

Published in GAMMA — Part of BCG X

·Dec 16, 2021

Canadian Open Banking Initiative Presents Sterling Opportunity for Banks

By: Stiene Riemer, Joerg Erlebach, Kiran Konanur, Mark Schofield, Barric Reed and Jakob Liss Covid has accelerated digital transformation across every industry, and banking is no exception. The pandemic-driven need to operate remotely has driven consumers to expect from their banks the same type of data-driven, innovative services offered by…

Banking

14 min read

Canadian Open Banking Initiative Presents Sterling Opportunity for Banks
Canadian Open Banking Initiative Presents Sterling Opportunity for Banks

Published in GAMMA — Part of BCG X

·Nov 4, 2021

How Banks Can Use Advanced Analytics to Better Serve Commercial Clients

By: Stiene Riemer, Jörg Erlebach, Cesar Torres, Markus Wiemann, Alex Wetzler, Barric Reed and Ian Stokes-Rees Banks were among the earliest users of information technology. They began by implementing electronic book-keeping of client accounts and have since used technology to collect a substantial amount of client data. With the advent…

AI

11 min read

How Banks Can Use Advanced Analytics to Better Serve Commercial Clients
How Banks Can Use Advanced Analytics to Better Serve Commercial Clients

Published in GAMMA — Part of BCG X

·Jun 7, 2021

Federated Learning: The Next Big Step Ahead for Data Sharing

by Arun Ravindran, Aparna Kapoor, Piyush Mishra and John Gomez AI adoption and data maturity within enterprises have seen significant growth in the past decade. With each passing day, new enterprise AI use cases come to life in more organizations and more industries. …

Federated Learning

10 min read

Federated Learning: The Next Big Step Ahead for Data Sharing
Federated Learning: The Next Big Step Ahead for Data Sharing

Published in GAMMA — Part of BCG X

·Apr 13, 2021

How AI Can Help Agribusiness Address Climate Change

By Arun Ravindran, Hamid Maher, and Rata Jacquemart (alumnus) Agriculture is at the forefront of climate change. As temperatures, humidity, and rainfall patterns shift, agricultural businesses around the globe — from family farms to multinational enterprises — will be tremendously affected, whether through soil chemistry, insect migration, or other factors…

AI

4 min read

How AI Can Help Agribusiness Address Climate Change
How AI Can Help Agribusiness Address Climate Change

Published in GAMMA — Part of BCG X

·Feb 3, 2021

Responsible AI: Leading by Example

Authors: Sylvain Duranton and Steven Mills BCG is deeply committed to its role as a leader in Responsible AI. But this isn’t just talk. The guidance we provide to our clients reflects the Responsible AI principles and practices BCG adheres to internally. BCG is in the business of helping companies…

Responsible Ai

8 min read

Responsible AI: Leading by Example
Responsible AI: Leading by Example

Published in GAMMA — Part of BCG X

·Sep 10, 2020

Lighthouse by BCG: High-Frequency Data & Analytics for Uncertain Times

by Sebastian Bak, Mark Abraham, Nicolas De Bellefonds, Aaron Arnoldsen As the COVID-19 pandemic has brought into high relief, traditional demand forecasting is, for all intents and purposes, dead. Rather than look to the past, companies must reimagine their budgeting and funding capabilities and improve their ability to predict change…

Data

4 min read

Lighthouse by BCG: High-Frequency Data & Analytics for Uncertain Times
Lighthouse by BCG: High-Frequency Data & Analytics for Uncertain Times

Published in GAMMA — Part of BCG X

·Jun 29, 2020

AutoML: Not A Magic Bullet, But A Powerful Business Tool

by Allen Chen, Andrew Mendoza, Gael Varoquaux, Steven Mills and Vladimir Lukic When AI was first introduced into business processes, it was transformative, enabling companies to leverage the vast amounts of accumulated data to improve planning and decision making. It soon became apparent, however, that integrating AI into business processes…

Machine Learning

6 min read

AutoML: Not A Magic Bullet, But A Powerful Business Tool
AutoML: Not A Magic Bullet, But A Powerful Business Tool

Published in GAMMA — Part of BCG X

·Jun 1, 2020

Adding Authentic Integrity to Artificial Intelligence: The Upside of Responsible AI

By Steven Mills and Cathy Carlisi This is the second in a series of articles exploring how companies can become leaders in Responsible AI. The focus of the first article was on defining Responsible AI. In this article we share a perspective on why business leaders should care. When developing…

Artificial Intelligence

4 min read

Adding Authentic Integrity to Artificial Intelligence: The Upside of Responsible AI
Adding Authentic Integrity to Artificial Intelligence: The Upside of Responsible AI

Published in GAMMA — Part of BCG X

·Jan 7, 2020

Artificial Intelligence in the Diagnosis of Rare Diseases

by Anni Coden Unless you have a personal connection to them, you may never have heard of alpha-1 antitrypsin, eosinophilic esophagitis, or Barth syndrome. These are just three of an estimated 7,000 rare diseases that affect about 1 in 10 people in the U.S. …

Healthcare

6 min read

Artificial Intelligence in the Diagnosis of Rare Diseases
Artificial Intelligence in the Diagnosis of Rare Diseases
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BCG GAMMA editor

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