On Curiosity, Disruption, and Not Putting Life on Hold

Pete Feinberg didn’t plan on becoming a product leader. Trained as a mechanical engineer, he graduated from business school in 1999 with an interest in marketing, then started his career in product.

“It just felt like home,” Feinberg said, when referring to his first product management job out of business school.

That “home” turned into more than 25 years in various product roles in different software companies, uniting his passion for engineering, marketing, and business. He found a place where analytics merge with human workflows that make people’s lives better and build business value — a place in the organization where he can lead with conviction.

The Journey to Product Leadership

Feinberg started his career in the thick of the dot-com era, when the pace of business was torrid and competition was fierce. That journey started in e-commerce, but took him into telecom, enterprise software, and educational technology. Because software companies are often turned over, combined, and served as attractive acquisition targets, he’d experienced different industries and markets before landing in legal technology.

“I've had the good fortune to be part of the growth story of many different software companies in many different industries, to join at different moments of their arc,” Feinberg said. “And I think that's helped me be a more well-rounded leader. Somebody who just understands the way the different businesses work, the way the different industries operate. It's helped me be uber-curious, if you will.”

Some of these seemingly different industries are closer to each other than they appear. His final stop before legal tech was higher ed at Blackboard, which shared the same “extreme hierarchy” and political nature as legal.

“Think about the billable hour model in the legal profession,” he said. “How long has that been with us as a civilization? In both industries [education and law], you have this technology outsider that’s causing disruption and causing people to rethink the value they serve. They are asking themselves – in both industries - ‘how do we deliver our services?’ ‘How do we create differentiation from competitors?’ ‘How do we survive as an entity and even grow?’ That type of disruption is very attractive to a person like me who spent those many, many formative years over so many other prior opportunities, to come in and help those disruptive technology companies grow and deal with the pressures of growth.”

Roughly the second half of Feinberg’s product leadership career has been in legal tech. After 13 years as CPO at Consilio, he joined Casepoint as CPO in March 2026, continuing in an industry that has seen drastic change.

“I love the disruptive nature of technology in this space,” he said. “I love how hungry legal practitioners are to do things more efficiently, better, faster, with less variable cost than they'd been able to do things in the past.” Sure, there are technology laggards in the legal profession, but there are enough who are pushing the boundaries of innovation that the industry is attractive to disruptors like Casepoint.

Legal tech brings together so many areas and concepts that remind Feinberg of his start in product and software back in 1999: analytics, statistics, recall, precision, mixed with AI and the interface with human experience. And it’s what drew him to stay in legal tech.

“Whatever small part I've been able to positively influence our clients and our industry, I'm eternally grateful for that opportunity to make that impact and to be a leading disruptor,” Feinberg said. “So that's always attracted me to the industry, and I don't see that changing anytime soon. Yes, I've had opportunities outside of the industry, but I hope those never materialize because I can enjoy the evergreen puzzle here in the legal technology space for the remainder of my career. There's no doubt about it.”

Why Casepoint Made Sense

Feinberg already knew the market. At Consilio, he had evaluated Casepoint and learned something about the people behind the product.

“I was incredibly impressed with the capability of the technology when I evaluated Casepoint five years ago,” Feinberg said. “When you evaluate technology, you can see through the technology itself and understand how much the people behind the technology care, how holistictheir thinking is, how much they understand, and how they relate to the sensitivities and pressures that eDiscovery practitioners deal with every day.

“And I remember walking away impressed then. So when this opportunity found me, I was very quick to take that phone call because I had a positive view of Casepoint.”

After joining Casepoint, Feinberg began taking stock of the company’s products from the inside. This time, not as someone evaluating the platform from across the market, but as the leader now responsible for helping shape what comes next.

“I’m happy to say that I was not wrong about my decision,” he said. “What I thought then is even more true today. The amount of capability that is presented within our product suite is extraordinarily enviable. We are in a great position to leverage that as fuel for our growth.”

Leading Casepoint After the Rebrand, in an AI Era

The company was already entering a new chapter when Feinberg arrived. Within two weeks of his new role, Casepoint announced its next evolution through a brand refresh.

“I love that the company has rebranded,” Feinberg said. “That was critically important and the organization now has a clear identity of who we are. My job is to make sure that the product stands up to scrutiny so that we can go and execute.

“Growth-stage SaaS companies are always a whirlwind of activity. There are always pressures and opportunities every day, every moment. We have to constantly recalibrate so that we’re always working on the most important things.”

All of this is especially true in the AI era. Feinberg is well aware of how AI has changed the way software companies think and interact with their customers. Even how its presence has led to sensational “SaaS is dead” articles.

What isn’t sensational is where AI’s impact is felt. Across every conversation with customers. Every conversation internally. Every conversation with equity owners.

“The pace of change in software as a result of AI is unlike anything we as business leaders — any of us with some gray hair — have ever experienced at any time previously in our careers,” Feinberg said. “We’re all having to be thoughtful now about how we change our processes and our organizations. How do we adapt quickly to harness the capabilities afforded by AI, and to be responsive to the competitive pressure from other would-be competitors who are harnessing AI themselves?”

He emphasized how this moment demands outside product leadership. Not because the team lacked expertise, but because AI is forcing software companies to rethink how they build software, engage customers, and drive growth. It helps explain why Casepoint turned to a leader like Feinberg.

“All product teams need outside leadership influence now more than ever,” he said. “They need perspective from outside our four walls. Every software shop of any significant size is going through this kind of reformation exercise.”

Not Putting Life on Hold

Feinberg recently moved to Colorado, influenced in part by something his father said after reaching retirement age. His father had spent 37 years as a public high school teacher.

“He wasn’t physically able to enjoy the retirement he worked his whole life for,” Feinberg said. “And one of the lessons that he taught me right at the end was: ‘Don’t put things off. Don’t wait to enjoy life to its fullest.’”

Each day, he gets to wake up to the mountains and enjoy hiking, biking, barbecuing, and Formula One races. The mountains serve constant, visible, “magical” reminder of his need for work-life balance. Feinberg works as hard and as efficiently as possible so he has the time for the people and the things that he loves.

“I hope everyone finds that balance, that freedom, whatever it is that brings them happiness. Because you don’t want to wait and put it off to the point where you’re no longer able to enjoy it. Let’s work our tails off when we’re working, but remember to make time for ourselves to find that balance.”