Leadership graduates at the Massachusetts Institute find that seventy percent of intelligence skills are created by peer networks

Executive leadership experience at the Massachusetts Institute of Technology (MIT) reveals a unfamiliar equation in advanced professional development programs. When Rapaaba Ja, the senior executive at the U.S. telecommunications company Verizon, enrolled in the “Artificial Intelligence for Senior Executives” program offered through the MITxPRO platform, her trajectory showed that academic lectures constitute only a small portion of practical benefit. Ja, who holds a bachelor's degree in information technology from Calcutta University and a MBA, found that the real operational value stemmed from direct interaction with the peer network on campus.

Fate forced a sudden shift in Ja's educational path, as a severe infection hospitalized her for two weeks just two months before her scheduled graduation, preventing her from completing the program with her original cohort. This health setback, coordinated with the institute's administration, led her to join the subsequent cohort and spend five intensive days at the institute's campus with one hundred new executive peers, where she discovered that the program content itself had been updated within only six months.Ja concluded in her assessment of the experience that only thirty percent of the knowledge acquired came from curricula and faculty lectures, while seventy percent flowed from direct interaction with peers and their diverse expertise.

The turning point in leadership's understanding of technology crystallized during an informal discussion at the home of Professor Manolis Kilelis, a professor in the Department of Electrical Engineering and Computer Science at the institute. There, Ja listened to the experience of a fellow executive driven by a personal motive to seek software solutions that could help treat his mother, who suffers from Alzheimer's disease and dementia, and realized that automation decisions go beyond mere operational efficiency. Those meetings bore fruit after a full year with the publication of a joint book titled “Artificial Intelligence Selections,” which Ja co-authored with twenty executive leaders who are alumni of the program to document AI's impact across various sectors and societies.

The new skills and relationships translated directly into Verizon's work environment, where Ja developed software solutions that support the critical infrastructure relied upon by emergency response teams and essential service beneficiaries. These tools helped Ja accelerate institutional delivery through integrated work teams, whereas previous projects required larger teams. Ja directed a direct critique at the prevailing business management model, arguing that companies fall into the trap of traditional metrics when they confine AI success to cost reduction, rapid hour cuts and their conversion into monetary figures, overlooking improvements in quality of life and the development of business models.

This equation demands an explicit review of execution plans in the Gulf markets, Egypt and the Levant, where banks and government agencies race to reserve high-cost training seats for their senior managers.This assessment shows that sending leaders to isolated digital programs does not guarantee the transfer of field expertise if shared discussion environments that bring together leaders from different sectors to exchange operational challenges are absent. The regional manager's return-on-investment metric also shifts here; a sole focus on job cuts and immediate cost reduction misses the opportunity to accelerate output by empowering existing teams and building flexible, reliable critical services.

Ja is currently moving to lead a new initiative aimed at small and medium-sized enterprises, helping them understand their actual software needs and embed AI into their own operational models without drowning in misleading metrics. This experience shows digital-transformation officers that technology adoption is no longer an isolated software gamble, but an institutional-building process that requires living professional networks and tools precisely directed toward the true business value.