Subvolts take Understand how leading companies embed AI for real business gains, not just automation. Feb 19, 2026 - Business
- Learn how to move beyond AI experimentation to embed AI in core functions for measurable business gains and competitive advantage.
This episode provides a data-backed look at enterprise AI adoption from a leading consulting firm, detailing real-world impact and challenges.
#322 Amanda Luther: The Widening AI Value Gap (Inside BCG's AI Research)
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Eye on AI features Amanda Luther of BCG discussing their 1,500-company study on AI adoption. Only 5% of companies are "future-built" with AI integrated across core functions, seeing significant gains. The majority struggle to extract value. Luther explains how BCG measures AI maturity and where value is generated today, primarily in core business operations.
This episode explains that only a few companies truly use AI everywhere in their business and see big benefits. Most companies are still trying to figure it out. It shows how to make AI work for your company's main jobs, not just simple tasks.
This episode offers a data-driven look at enterprise AI adoption, revealing a significant gap between leaders and laggards. It's for business leaders and strategists seeking to understand how to move beyond AI experimentation to tangible value creation. The insights on core business function integration and agentic system challenges connect to current frontier lab efforts in deploying practical AI solutions for businesses.
- HostCraig S. Smith
- GuestAmanda LutherSenior Partner, Boston Consulting Group
- Episode Title: Amanda Luther: The Widening AI Value Gap (Inside BCG's AI Research)
- Show: Eye on AI
- Guest Organization: Boston Consulting Group
- Companies Studied: 1,500
- Future-Built Companies: 5%
- Struggling Companies: 60%
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
- EBIT margins
- Amanda Luther
- profitability before interest and taxes
- P&L
- Amanda Luther
- profit and loss statement, a financial report
- agentic systems
- Amanda Luther
- AI systems that can act autonomously to achieve goals
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WithAndrii Hrytseniuk
Questions people ask
- What percentage of companies are truly "future-built" with AI?
- According to BCG's study, only 5% of companies have AI embedded across their core business functions.
- Where is AI creating the most value today?
- Most AI value comes from core business functions like sales, marketing, procurement, and retail operations, not back-office automation.
Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Craig S. Smith.