Thoughts From The DataFront

Thoughts From The DataFront

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May 2025

AI's Second-Order Effects: The Business Opportunities Beyond Job Displacement
While AI-driven job losses dominate headlines, history shows the real opportunities emerge not from these first-order disruptions, but from the…
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Max Koven
1
Microsoft's Frontier Firm: Why The Pilot Phase Is Over
Microsoft's research reveals that 'Frontier Firms' don't just adopt AI tools but evolve through three distinct phases to completely reimagine how work…
Stop Your AI from Going Off the Rails
AI agents without proper guardrails are like cars without brakes — powerful but dangerous. Discover the five essential safeguards every business needs…
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Max Koven

April 2025

The Six AI Agents Driving Business Value Now
Google's analysis of 600+ AI implementations reveals six practical agent types delivering measurable value today—giving business leaders a framework to…
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Max Koven
Transforming Tax Work With AI Agents
While companies talk about AI transformation, EY is actually doing it—deploying 150 specialized agents to redefine tax work at a scale.
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Max Koven
If You're Not Climbing, You're Sliding: Shopify Makes AI Mandatory
Shopify CEO Tobi Lutke sent a company-wide memo that should be required reading for every business leader.
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Max Koven
Six Areas That Deliver ROI For Your AI Transformation
AI transformation isn't primarily a technology challenge. It's about aligning strategy, people, processes, and data around a clear vision of value.
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Max Koven

March 2025

Code Without Credentials: How Business Leaders Can Build AI-Powered Prototypes (Safely)
The gap between idea and implementation has never been smaller, and the need for responsible development practices has never been greater.
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Max Koven
 and 
Paul Caloca - EssentialRiskMgt
2
I Don't Write Code, I Just Vibe With It: Creating Software Through Conversation
The real power of vibe coding isn't just faster software development—it's democratizing who gets to create. By removing coding as a barrier, domain…
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Max Koven
4
Rewiring Your Business for AI To Capture Value
New data shows redesigning workflows is key to AI success, yet only 21% of companies do this.
 • 
Max Koven
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