AI:ROI Insights

A Section Blog

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November 13, 2025

Escaping the AI Use Case Desert

We launched a new agent in ProfAI: Use Case Coach. This is the solution to flailing enterprise AI adoption rates, here's why.

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Greg Shove
Greg Shove, CEO
7 mins
For companies
AI
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November 7, 2025

The hidden reasons you’re not getting AI ROI

If you’ve been thinking “I’m doing everything I’m supposed to, why is my AI deployment falling flat?” We have answers. TL;DR - you might be doing the right things, but only halfway.

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Greg Shove
Taylor Malmsheimer, Head of Strategy
8 mins
For companies
AI
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October 31, 2025

Most leaders are thinking about AI all wrong

2026 is 60 short days away, so here’s the wake up call you need: you’re still thinking about AI through the lens of software, and the survival of your company depends on you shifting that mindset.

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Greg Shove
Edmundo Ortega
6 mins
For companies
AI
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October 22, 2025

Can you build a team of just AI tools?

The same question has persisted all year: Can you reduce headcount by just using AI tools? Google’s Amit Rawal is trialing a largely AI-based team, and here are his lessons.

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Greg Shove
Section Staff
6 mins
For students
AI
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June 16, 2025

AI hallucinations aren’t a big deal

It’s hard not to hear that AI hallucinates and not have a few alarm bells go off. But ‘hallucinations’ is a loaded word. Machine & Partners’ Edmundo Ortega is back to explain why they’re nothing to worry about.

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Greg Shove
Section Staff
6 mins
For students
AI
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March 21, 2025

When to use a specialized AI tool vs. an LLM

If you’re hitting the limits of your LLM because you need more data or niche training, you’re likely doing a lot of high-end knowledge work – and that’s where specialized AI tools come into play.

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Greg Shove
Section Staff
6 mins
For students
AI
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December 10, 2025

The new “super leader” has different skills

Today's leaders have a new problem ahead of them: How to transform their businesses into "supercompanies" by fundamentally rethinking the work they do every day.

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Greg Shove
Greg Shove, CEO
5 mins
For companies
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November 17, 2025

Escaping the AI Use Case Desert

We launched a new agent in ProfAI: Use Case Coach. This is the solution to flailing enterprise AI adoption rates, here's why.

Read The Article
Greg Shove
Greg Shove, CEO
7 mins
For companies
AI

The AI:ROI Conference

One day. Ten sessions.
The best strategies for driving AI ROI in 2026.

March 5, 11 -6 pm ET

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