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120 companies show how AI and capital reward growth

Fortune and Boston Consulting Group ranked 120 firms with long-term growth potential after analyzing more than 10 million data points. The list shows that AI adoption, capital discipline, and clear growth agendas still separate the vital from the stagnant.

NBBy Nathan BrooksCorrespondent, Business & Corporate
October 6, 2026, 7:34 AM ET

Fortune and Boston Consulting Group expanded their annual Future list from 50 companies to 120 this year, after analyzing more than 10 million data points and zeroing in on 15 predictive metrics tied to future revenue growth.

Since the ranking began in 2017, the companies on the list have outperformed the MSCI World Index by 0.6 percentage points annually. The firms are not guaranteed winners, but they are identified as having measurable long-term growth potential.

This year, 69 of the 120 companies are in software and tech. Adding pharma/biotech and semiconductors brings the total to nearly three-quarters of the ranking. The U.S. accounts for 70% of the companies, while China has 9% and Europe 8%.

The deeper pattern is not just a tech story. Roughly 90% of the companies sit in the top quartile of their industries on two AI-related metrics: AI skills among engineers and AI adoption across the workforce. Fortune pointed to Tempus AI, No. 2, as a pharma and life-sciences company that is fundamentally an AI business.

Not every name on the list is built around AI. Petrindo Jaya Kreasi, No. 49, an Indonesian mining group, made the cut through heavy capital investment, refreshed innovation teams, and leaders with high-growth backgrounds.

The list also shows that vitality is not limited to small private firms. Fifty-four of the 120 companies are privately held, but nine large companies made the cut without losing momentum: Nvidia, Apple, Oracle, Palo Alto Networks, ServiceNow, Chewy, Tesla, Arista Networks, and Meta Platforms.

Fortune and BCG say those companies avoid acting old by setting bold growth agendas, tying incentives to those goals, building internal talent mobility, and pushing AI adoption across the organization. In other words, scale alone is not the enemy; complacency is.

The market has already voted on that idea. Companies that keep investing, keep moving, and keep their teams aligned with growth tend to hold up better than those that settle into bureaucracy. Capital rewards clear rules, fresh execution, and a willingness to reinvest before the edge goes dull.

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