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How to bridge the AI ROI gap
The trillion-dollar AI bet, the dangerous ROI gap, and my banned book is back.
Hi, your strategic AI update is here.
This week, the AI race became an infrastructure war, fueled by multi-billion dollar war chests and a supply chain expanding from chips to power. Yet as the bets grow, a dangerous gap is widening: nearly half of leaders are playing without a scoreboard. The imperative is shifting from simply outspending rivals to proving the ROI.
Proving that value is the most critical challenge for leaders today, and it's the central focus of the framework I'm excited to be sharing again:
My banned book, 100x, is officially back on Amazon!
What happened? an algorithm blocked the book, flagging it for too many reviews, too fast. The catch was, the only way to fix it was to admit to fake reviews... which we never had. It took 4 months and 2 law firms to solve, but we did it.
I tried to play it cool when I heard the news. You can judge for yourself:
This book is the result of 3 years of deep research and interviews with over 100 enterprise leaders. It’s a framework for getting real, measurable results with AI.
For everyone who’s been asking, I’m thrilled to announce the print and Kindle versions are back and ready to ship (audiobook is on the way!).
To thank you for your patience, the Kindle version is available at a max discount for a limited time.
In today's lineup:
Robots
How to bridge the AI ROI gap
Real ROI from Gen AI
Choosing your AI meeting intelligence tool
People
Ines Montani's playbook for a post-hype AI advantage
Love
Unlocking a 20% gain in logistics efficiency
Transformative Reads: High Output Management
Reading time: 3 min.
ROBOTS 🤖
How are robotics and AI changing industries? We break down the latest news, tools, and innovations for you.
Top Insights
AI infrastructure is the new competitive moat
OpenAI's IPO builds a war chest for the AI race
The AI supply chain is expanding beyond chips to industrials and power
Amazon is reframing the AI and jobs narrative from the top
The global buildout of 'sovereign AI' is accelerating
How to bridge the AI ROI gap

Companies are betting billions on AI but flying blind on the results.
While 70 percent of companies now have a formal AI strategy, a new study reveals a dangerous disconnect: 46 percent have no framework to measure the return on their AI investments.
This gap is unsustainable as the AI market explodes to a projected $150 billion by 2030. As hype fades and disciplined execution becomes critical, leaders are playing a game without a scoreboard. The winners will be those who can prove value.
The AI playbook beyond the 46 percent
Mandate Measurement: Tie every AI initiative to a clear business KPI. Shift from speculative bets to strategic investments.
Build a Scalable Foundation: Move beyond scattered pilots. Prioritize foundational enablers like data architecture and governance to build a durable advantage.
Build a Data-Fluent Culture: The top barrier to AI success is people, not technology. Upskill your team to connect AI outputs to business value.
My book, 100x, offers a deeper framework for implementing these principles and turning your AI investments into a measurable, competitive advantage.
Real ROI from Gen AI
Mercado Libre empowers its 17,000 developers with an internal AI platform, enabling them to build and deploy new solutions faster and at a massive scale.
OpenAI automates its internal support using an AI-powered agent in Gmail, handling hundreds of thousands of tasks monthly and freeing employees from repetitive work.
Indeed uses an AI engine to personalize job matching, boosting job applications by 20% and increasing the number of candidates hired for those roles by 13%.
Together with Profit Snack
Stop wasting resources. Start driving ROI.
Your competitors gain their advantage by working smarter, not just harder, by embedding AI into their core operations.
While many leaders get stuck in costly pilot programs or waste budget on unused tools, market leaders leverage proven AI strategies to boost productivity and cut costs. The Passive Profits Playbook reveals their exact methods for streamlining workflows, automating marketing, and scaling content. These strategies require no complex setups or technical jargon.
Forget the hype. This guide delivers practical, high-impact implementation, complete with templates and step-by-step instructions you can hand directly to your teams.
Tool Spotlight
Your weekly briefing on tools that create competitive leverage
Choosing your AI meeting intelligence tool
Best for: Revenue teams analyzing customer calls to improve sales coaching, forecasting, and strategy. Choose if you:
Want to create data-driven sales coaching programs.
Need to accurately forecast sales and identify at-risk deals.
Want to capture market intelligence from customer conversations.
Best for: Teams needing to boost productivity and collaboration by automating meeting notes and action items. Choose if you:
Need to automatically capture and assign action items.
Want a searchable library of all company conversations.
Want to reduce manual note-taking and improve meeting efficiency.
3 more meeting intelligence platforms to explore
PEOPLE 👥
Meet the innovators turning bold ideas into real-world impact.
Transformation Champion
Ines Montani's playbook for a post-hype AI advantage

While the industry chases massive, general-purpose AI, Explosion CEO Ines Montani argues the real competitive advantage lies in a more pragmatic approach: using large models as a development tool to create smaller, faster, and more reliable specialized systems. Her work provides a crucial mental model for leaders to sidestep the hype, empowering their teams to build practical, production-ready AI that is transparent, affordable, and directly controlled by the organization.
As Montani puts it, "Generative AI is a good way to get computers to talk to humans, but not a good way to get computers to talk to other computers".
LOVE ❤️
Practical wisdom, growth tactics, and a must-read book that will challenge the way you think.
Unlocking a 20% gain in logistics efficiency
When global scale creates friction in the field, you need more than a new tool. You need a new framework. For solar leader Nextracker, we built a single platform to master their complex supply chain, delivering a 20% efficiency gain straight to the bottom line and saving 6,000 man-hours.
As their VP of Digital Transformation, Steve Berriatua, said, we "collaborated to accelerate tools into the hands of our staff and clients."
This is how we ship digital transformation 2x faster. See the proof here.
Transformative Reads
One book, handpicked from my conversations with friends, industry leaders, and tech innovators:

High Output Management by Andrew S. Grove applies manufacturing principles to management, arguing that a manager's success is measured solely by their team's output. This operational playbook provides a systematic framework for increasing team productivity through high-leverage activities and a focus on measurable results.
Perfect for: Results-driven leaders and managers seeking a practical system for building high-performing teams and achieving operational excellence.
In Culture
Are you ready for Halloween?
— Min Choi (@minchoi)
11:33 AM • Oct 31, 2025
finally, a flowchart for your Halloween negotiations.
— Matt Leta (@mattleta_)
5:04 PM • Oct 31, 2025
THANK YOU!
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Much Love,
Matt and the Future Works team

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