Insights

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

For growing mid-market enterprises

Valuation
3X
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40%
Margin Improvement
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50%
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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

6 Security Strategies For AI Implementation

Jonathan Mitchell
| Author
Safeguard your AI systems with the 6 essential security protocols. Ensure compliance, build trust, and stay ahead of evolving risks.
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Design
8 min read

Why No Software Is The Best Software

Jonathan Mitchell
| Author
Rushing into software overlooks deeper problems & business challenges. Careful analysis & strategy are essential for solutions that truly fit your needs.
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Design
8 min read

Making GenAI Production-Ready

Sai Ganesh B
| Author
GenAI is everywhere you look and is being hailed as a next level differentiator. However, implementing this nascent technology and pushing the necessary pieces into production can get tricky. Let's discuss.
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Design
8 min read

Generative AI vs. Automation: What's the Key Difference?

Jonathan Mitchell
| Author
AI or Automation? Know the difference! Unlock the right tech for your needs & see how uses vary.
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Design
8 min read

What Lies Beneath A Code Gen Tool And Why It Matters

Jonathan Mitchell
| Author
LLMs & code generation require a discerning eye. Explore data training, tool selection, and integration nuances in software development.
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Design
8 min read

Transforming Staffing and Recruitment With AI-Powered Solutions

Pancham Desai
| Author
Curious how AI is utilized? A staffing and recruiting client sought our help. Our intelligent usage of this technology created incredible impact. Here's how.
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Design
8 min read

Time To Be Honest About “Hybrid” Work Environments

Jonathan Mitchell
| Author
Organizations are still trying to sell the "hybrid" approach, but that train has left the station. It's time to move on from this mindset. Here's why.
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Design
8 min read

Enhancing Business through Process Maturity

Jonathan Mitchell
| Author
Discover the importance of process maturity and how it can drive business efficiency and success.
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