Companies that aggressively pursue learning must accept the possibility of failure. But simply setting goals and being nonchalant if they fail is inadequate. Instead, companies should focus organizational energy on hypothesis generation and testing. Hypotheses force individuals to articulate in advance why they believe a given course of action will succeed. A failure then exposes an incorrect hypothesis — which can more reliably convert into organizational learning.

Companies whose boards of directors have digital savvy outperform companies whose boards lack it: Among companies with over $1 billion of revenues, 24% had digitally savvy boards, and those businesses significantly outperformed others on key metrics such as revenue growth, ROA, and market cap growth. Companies can improve their boards by knowing what characteristics to look for in existing and new board members, managing board agendas differently, and cultivating new learning opportunities.

CEOs worry about ensuring that their companies have the right skills mix to thrive in the age of AI and automation, and they’re smart to be thinking about talent at a strategic level. But the external labor market can do only so much to address the anticipated shifts in demand. So companies should double down on retraining the people they have, with an emphasis on lifelong learning and adaptability.

Using industry examples and findings from the McKinsey Global Institute’s research, presenter Jacques Bughin describes the current state of AI and offers strategies for maximizing its potential.

A global survey by the McKinsey Global Institute finds that AI is delivering real value to companies that use it across operations. C-level executives report that when they adopt AI at scale — meaning they deploy AI across technology groups, use AI in the most core parts of their value chains, and have the full support of their executive leadership — they are finding not just cost-cutting opportunities, but new potential for business growth, too.

Detailed and data-rich insights won’t help your company if your employees don’t know where to find them — but that’s a problem AI can solve. Machine learning can enable faster organizational learning by helping each employee quickly understand what others in the organization understand — forming a knowledge distribution network.

Garvin’s 1998 article, “The Processes of Organization and Management,” remains one of the most popular articles ever published in MIT Sloan Management Review.

Companies that lack the resources and knowledge to undertake key strategic growth initiatives often seek partners who can fill in the gaps. The skills that make such alliances work, however, aren’t well understood; executives often make flawed assumptions that prevent the partnership from achieving its goals. An integrative, holistic framework for alliance management helps executives avoid these pitfalls and create value via strategic alliances.

The CTO of Tata Consultancy Services describes how he learns from his organization’s collective intelligence.

New research offers insights into the factors that affect how much an organization learns from its innovation activities.

When seeking help from their network, top managers don’t leave it to chance. They think strategically about what type of advice to seek from what type of person.

The authors contend that contemporary management education does a disservice by standardizing content, focusing on business functions (rather than on managing practices) and training specialists (rather than general managers). Working with several major international universities, the authors have developed seven tenets to improve MBA programs by grounding them in practical experience, shared insight and thoughtful reflection.

Every decade or two, a big idea in management thinking takes hold and becomes widely accepted. The next big idea must enable businesses to improve the hit rate of strategic initiatives and attain the level of renewal necessary for successful execution. Scientific research on complex adaptive systems has identified principles that apply to living things, from amoebae to organizations. Four principles relevant to strategic work at Royal Dutch/Shell are outlined.

How Allen Bradley Canada and its suppliers collaborated and learned from each other through shared resources and experiences.

Analog Devices Chairman Ray Stata argues that U.S. industry’s most serious competitive problem lies in shrinking innovation, and sees organizational learning as the key to encouraging and sustaining future innovation. Through his work at the MIT’s Management Style Project, he combines theory and practice to better understand how to encourage organizational learning and adapt it to encourage innovation.