The AI Brief: Decoding the Numbers Behind the Trends

AI is becoming shoppers’ tool of choice for finding and comparing products and offers, while social media as a shopping inspiration has declined across markets.

Source: BCG, “For Year-End Sales Events, Trust Is the New Currency” (Nov. 2026)

BCG’s model breaks down how the required funds could be generated, with $1.8 trillion from enterprise customers, $366 billion from consumers, $204 billion from hyperscalers, and $200 billion from emerging technologies such as physical AI.

Source: BCG Institute,“Who Will Pay the $2.6 Trillion AI Infrastructure Bill?” (Oct. 2026)

Among the leaders surveyed, 65% expect to expand headcount, 72% anticipate larger budgets, and 91% expect higher quotas or productivity targets. “Those plans assume a productivity step-change that AI has not yet delivered,” warns BCG’s Federico Fabbri, a coauthor of the report.

Source: BCG, “The 2027 Revenue Agenda: Moving the AI Focus from Productivity to Proof of Value” (Oct. 2026)

The gap in trust may already be affecting the workplace. Among employees who say their CEO’s leadership and communication on AI eroded their trust, fewer than 10% say they are more willing to go above and beyond in their roles than they were three months ago.

Source: “The BCG CEO Insomnia Index: Understanding the AI Trust Gap” (Oct. 2026)

That value is being funded across the business, not just by tech teams. Corporate spending on AI has doubled in the past year, and more than 80% of AI spending now sits outside enterprise IT.

Source: BCG Applied AI Index (Sept. 2026)

This isn’t just a 2030 problem. According to BCG research, nine in ten of the most advanced adopters are already running agents in live operations, often ahead of the full set of safeguards.

Source: BCG Applied AI Index (Sept. 2026)

“AI is accelerating cyber risk faster than enterprise response capacity.”
—Vanessa Lyon, Managing Director & Senior Partner

Data source: BCG 2026 CISO Survey 4.0 (Aug. 2026)

“Stack choice will increasingly determine where a company can operate,” says Nikolaus Lang, global leader of the BCG Institute and coauthor of the report. As China closes the gap, the US and China are building two increasingly incompatible tech stacks—and CEOs and policymakers may have to choose sides sooner than they think.

Source: BCG, “The Great Divide: How the US and China Are Splitting the AI World” (June 2026)

And more than 60% of leaders expect this “distributed deskilling” to become a material threat within three to five years.

Source: BCG Institute, “When Everyone Uses AI, Companies Risk Losing Critical Skills” (June 2026)

While the first wave of AI focused on individual productivity, the coming wave will be a managerial revolution—rethinking the value humans add as AI does more of the doing.

Source: BCG AI at Work survey (June 2026)