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Every major technology shift rewrites the leadership playbook in software and SaaS.
We've seen it with the move from on-premises infrastructure to the cloud, the rise of mobile, and the SaaS revolution. Each transformation changed what companies expected from their leaders. Artificial intelligence is proving to be no different, except that it's happening much faster.
The playbook for product and technology leadership in private equity-backed software is being rewritten in real time.
I recently sat down with Bespoke Partners' Haley Mundy and Ryan Bonner to discuss what we're seeing firsthand in the market. One thing became clear throughout our conversation: companies are no longer hiring for AI experience alone. They're hiring for leaders who can help their organizations adapt as AI continues to evolve.
AI Leadership is No Longer One Person's Job
Early in the AI boom, many organizations believed they needed a Chief AI Officer to guide the business. That's a natural reaction to any transformational technology.
Ryan drew a comparison to the rise of the Chief Digital Officer more than a decade ago. Those roles helped organizations navigate an important transition, but over time digital became everyone's responsibility. AI is following the same path, only at a much faster pace.
"The lifespan of a Chief AI Officer standing alone is really short if they're doing their job well," Ryan explained. AI is going to move into engineering, product, go-to-market, and every other function.
Today, the question isn't whether one executive owns AI. It's whether every executive on the leadership team is AI adept.
That shift has significant implications for how sponsors evaluate executive talent.
Product Has Become the New Competitive Advantage
One of Haley's observations challenged conventional thinking around product and technology hiring.
For years, software companies invested heavily in solving engineering and platform challenges. AI is making software development faster and more efficient, allowing engineering teams to accomplish more with fewer constraints.
That means the bottleneck has shifted.
"As engineering and software development become more ubiquitous through AI, the focus has organically shifted to product," Haley said.
Knowing how to build software is no longer enough. The bigger challenge is determining what to build, why it matters to customers, and how quickly organizations can turn product strategy into market differentiation.
As a result, product leadership has become one of the most strategic investments private equity firms can make.
The Best Leaders Are Defined by Potential, Not Pedigree
Perhaps the biggest shift we're seeing is how organizations evaluate executive talent.
Historically, companies hired leaders who had already completed the exact transformation they needed. Today, that's becoming increasingly difficult because AI is evolving faster than anyone can build decades of experience.
Ryan summed it up simply.
"We're hiring for potential."
That doesn't mean lowering expectations. It means looking for different indicators of future success.
Intellectual curiosity. Learning agility. Mental elasticity. The ability to influence an organization through change. Those qualities have always mattered, but today they often matter more than checking every box on a résumé.
Haley reinforced this point, noting that much of today's assessment centers on capability rather than historical experience.
"We really have to believe they have the capability and, given the right tools, they're the one that's going to take you there."
For executive search, that's a meaningful evolution. We're no longer evaluating only what a leader has accomplished. We're evaluating how quickly they're likely to grow alongside the technology itself.
Technical Expertise Isn't Enough
AI has also changed what great product and technology leadership looks like.
Today's CPOs and CTOs are no longer expected to operate within their own functional silos. They're becoming enterprise-wide change agents responsible for helping organizations embrace new ways of working.
Haley described the growing importance of cross-functional leadership, communication, and organizational influence.
Building the technology is only part of the equation. Driving adoption across the business has become equally important.
The most successful leaders combine technical credibility with the ability to inspire teams, influence peers, and lead transformation across the organization.
The Best Candidates Are Interviewing the Company
One of the more surprising trends we discussed is that top executives aren't simply evaluating compensation packages.
They're evaluating commitment.
Candidates want to understand whether sponsors and portfolio companies are truly prepared to invest in AI transformation. They ask tough questions about priorities, organizational readiness, and whether leadership is willing to make the changes required to compete.
As Haley shared, "Economics have taken a back seat." The best leaders are motivated by meaningful problems, strong cultures, and organizations that are genuinely committed to innovation.
That should be a wake-up call for sponsors. Recruiting elite talent is no longer just about presenting an attractive opportunity. It's about demonstrating that the organization is ready to execute.
Building AI-ready Leadership Teams
The conversation with Haley and Ryan reinforced something we've been seeing across the market for months.
The future belongs to organizations that think about AI as a leadership capability, not a technical initiative.
That means building executive teams that combine evidence of execution with intellectual curiosity, adaptability, change leadership, and the willingness to continuously learn.
Technology will continue to evolve. The leaders who thrive won't necessarily be the ones with the longest AI résumé. They'll be the ones with the capability, mindset, and potential to help their organizations evolve right alongside it.
To hear the full conversation, including Haley and Ryan's perspectives on AI-ready leadership, evolving executive scorecards, and what the best candidates are looking for today, listen to the full episode of Tailored Talent.
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