Insights

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

For growing mid-market enterprises

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3X
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40%
Margin Improvement
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Design
8 min read

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

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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Design
8 min read

Bridging the Gap: How to Align AI Solutions with Industry-Specific Business Models

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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Design
8 min read

5 AI Use Cases Every Portfolio Company Should Explore This Year

Jonathan Mitchell
| Author
How AI helps PE firms drive growth, boost efficiency, cut risk, and scale smarter across portfolio companies.
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Design
8 min read

Turning AI Potential Into Tangible Portfolio Value

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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Design
8 min read

Accelerating Value: How Specialized AI Consultancy Drives Portfolio Company Growth

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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Design
8 min read

Ready to Transform Your Portfolio? The Time for AI Enablement Is Now

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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Design
8 min read

Unlocking the Power of Enterprise AI: Why Seamless Integration Matters

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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Design
8 min read

The Final Step: From Enterprise AI Vision to Portfolio Transformation

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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Design
8 min read

Engineers As Artists: Where Code Becomes Art

Jonathan Mitchell
| Author
Engineers and art. Code as a commodity. Creativity in software development is paramount and enables solving problems with a purpose.
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Design
8 min read

How To Create A Congenial Work Culture

Akshita Kohli
| Author
An organization's culture is all encompassing, and its importantance can't be understated. We found a new way there, come check it out.
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Design
8 min read

What's In My Living Room?

Sai Ganesh B
| Author
What pieces of technology reside in your own living room, and how do they affect your life? Embedded engineering may answer this question.
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Design
8 min read

How We Created A Truly Flat Organization

Jonathan Mitchell
| Author
Every organization's hierarchy will look a little different, but what if there wasn't one? A flat setup works for us and might for you too.
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Design
8 min read

Tips For Staying On Task In A Remote Work Environment

Jonathan Mitchell
| Author
Remote work comes with its own set of challenges, and staying on task can be one of them. Here are a few tips to help you stay productive.
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Design
8 min read

Prominent Infrastructure as a Service Providers

Akshita Kohli
| Author
Having too many choices can be overwhelming, especially when choosing an Infrastructure as a Service (I.a.a.S.) provider. Here's a shortlist.
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Design
8 min read

Video Conferencing - The New Norm

Akshita Kohli
| Author
If you work remotely you've likely had a video conference at this point. It may take getting used to, but this practice is becoming the norm.
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Design
8 min read

IT as a Service: Adapting to New Business Demands

Shamik Mitra
| Author
Learn how IT as a Service is evolving to meet modern business needs, offering flexible and scalable solutions.
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