Insights

Read our in-depth articles on technology strategy, culture, software development, and data science.

For growing mid-market enterprises

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Why Partnering with a Specialist Beats Building an In-House AI Team for Your Portfolio

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Jonathan Mitchell
| Author
Private equity firms face a critical AI choice—build in-house or partner with experts, with the latter often being the faster, smarter path to success.
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Bridging the Gap: How to Align AI Solutions with Industry-Specific Business Models

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Jonathan Mitchell
| Author
Managing AI implementation across a multi‑industry portfolio isn’t about finding a magic bullet—it’s about playing matchmaker between the right technology and the right business context.
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5 AI Use Cases Every Portfolio Company Should Explore This Year

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Jonathan Mitchell
| Author
How AI helps PE firms drive growth, boost efficiency, cut risk, and scale smarter across portfolio companies.
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Turning AI Potential Into Tangible Portfolio Value

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Jonathan Mitchell
| Author
When private equity firms consider AI enablement for their portfolio companies, the conversation often starts with excitement—but quickly moves to questions of execution and impact. After all, the promise of AI is everywhere, yet the path to real value can feel elusive, especially for busy leaders balancing multiple priorities. 
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Accelerating Value: How Specialized AI Consultancy Drives Portfolio Company Growth

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Jonathan Mitchell
| Author
In the world of private equity, speed and agility are everything. Investment groups are under constant pressure to unlock value in their portfolio companies—often with limited time and resources. Yet, as AI transforms industries, many PE firms find themselves at a crossroads: eager to capitalize on AI’s potential but unsure how to move quickly and effectively across a diverse range of business models. 
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Ready to Transform Your Portfolio? The Time for AI Enablement Is Now

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Jonathan Mitchell
| Author
For private equity firms, the conversation around AI has shifted from “if” to “when”—and increasingly, to “how soon.” The most forward-thinking firms are already seeing the results: accelerated value creation, operational agility, and a portfolio that stands out in an increasingly competitive market. The question for you is not whether AI will impact your business, but whether you’ll be leading the change or playing catch-up. 
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Unlocking the Power of Enterprise AI: Why Seamless Integration Matters

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Jonathan Mitchell
| Author
As private equity leaders, you know that technology is not just a tool—it’s a strategic asset. In today’s landscape, AI platforms like ChatGPT Enterprise are transforming how businesses operate, offering new ways to unlock insights, automate workflows, and drive efficiency. But for many portfolio companies, the real challenge isn’t choosing the right AI solution; it’s connecting that solution securely and effectively to the systems that power the business. 
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The Final Step: From Enterprise AI Vision to Portfolio Transformation

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Jonathan Mitchell
| Author
The path to enterprise AI integration is now well defined for private equity leaders. You’ve seen how AI can unlock new efficiencies, drive smarter decisions, and create a competitive edge for your portfolio companies. You understand the importance of seamless, secure connections between advanced AI platforms and the core systems that power your business. But knowing what’s possible is only the beginning—the real value comes from taking action. 
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