#322 Amanda Luther: The Widening AI Value Gap (Inside BCG's AI Research)

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Feb 19, 2026

Amanda Luther, Senior Partner at Boston Consulting Group and lead of BCG's AI Transformation practice, shares findings from a 1,500-company AI study. She explains the widening gap between AI leaders and laggards. Topics include where AI creates value in core functions, how impact is measured on the P&L, why leaders invest twice as much, and the realities and practical uses of agentic systems.

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INSIGHT

AI Creates A Reinforcing Value Loop

AI creates a virtuous cycle: early investment builds capabilities that generate P&L value.
Winners reinvest returns into more AI and widen their advantage over time.

INSIGHT

Value Lives In Core Business Functions

About 70% of AI value comes from core business functions like sales, marketing, procurement, and supply chain.
Only 30% comes from efficiency or back-office functions like finance and HR.

INSIGHT

Only 5% Are Future-Built

BCG groups firms into laggards, scaling, and future-built; only ~5% are future-built with broad P&L impact.
Future-built firms show superior EBIT, revenue growth, and shareholder returns.

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In this episode of Eye on AI, Craig Smith speaks with Amanda Luther, Senior Partner at Boston Consulting Group and global lead of BCG's AI Transformation practice, about what their latest 1,500-company AI study reveals about the widening gap between AI leaders and laggards.

Only 5% of companies are truly "future-built" with AI embedded across their core business functions. These firms are seeing measurable gains in revenue growth, EBIT margins, and shareholder returns. Meanwhile, 60% of organizations are either experimenting or struggling to extract real value.

Amanda breaks down how BCG measures AI maturity across 41 capabilities, how AI impact flows through the P&L, and why leading companies invest twice as much in AI as their competitors. She explains where AI is actually creating value today, from sales and marketing to procurement and retail operations, and why most of that value comes from core business functions, not back-office automation.

The conversation also explores the rise of agentic systems, why many early agent deployments fail, and what it really takes to redesign workflows around AI. Amanda shares practical advice for companies stuck in experimentation mode, how to prioritize the right use cases, and why training and change management matter more than chasing the perfect vendor.

If you want to understand how AI is reshaping competitive advantage in enterprise organizations, this episode provides a data-backed look at what separates the leaders from everyone else.

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(00:00) The AI Value Gap

(01:17) Inside BCG's 1,500-Company AI Study

(04:14) What "Future-Built" Companies Do Differently

(09:30) How AI Impact Is Measured on the P&L

(12:57) Why AI Leaders Invest 2X More

(14:16) Where AI Is Driving Real Cost Reduction

(16:20) Agentic AI: Hype vs Reality

(20:13) Where Agents Actually Create Value

(24:22) Tech vs Talent: Where the Money Goes

(26:58) Will AI Laggards Slowly Disappear?

(31:58) Why Adoption Is Accelerating Now

(40:07) How to Start: Amanda's Advice to AI Laggards