How Accure Turned PhD Research into Product-Market Fit: A Technical Founder’s Playbook
Technical founders often assume their expertise will naturally translate into business success. But as Accure Battery Intelligence’s story shows, the path from research lab to market requires a fundamental shift in thinking and execution. In a recent episode of Category Visionaries, founder Kai-Philipp Kairies shared how his team bridged this critical gap.
Starting With Deep Technical Expertise
The founding team’s credentials were impressive: “Our CTO, George, has a PhD on aging behavior of batteries, our COO, Hano has a PhD in thermodynamics, and I have a PhD on battery usage in the grid,” Kai explains. This depth of expertise led them to build sophisticated technology: “We have some quite sophisticated physics based and machine learning models in the cloud that can ingest that data and then tell owners and operators of these systems if a battery is safe.”
The Communication Challenge
Despite their technical prowess, the team initially struggled to translate their expertise into business terms. As Kai admits: “The three of these people will not come up with crisp language when describing what they do at day one.” This communication gap nearly derailed their fundraising efforts until a pivotal moment when one VC took them aside.
“Hey, I really think that there’s something there, but you’re so bad at telling the story. Can we please sit down for 2 hours to fine tune your pitch?” This VC’s guidance proved transformational. After refining their pitch, “we got positive responses five out of five times, and we got term sheets.”
Finding the First Customers
While many technical founders struggle to land initial customers, Accure turned their research background into an advantage. “The first contracts that we got, the first one, and then also the next three or four ones, they all came from my network,” Kai shares. “It was people that I had a relationship with that trusted me, and that most of them had worked in other situations with me or my team before.”
The Market Education Strategy
Rather than pushing for immediate sales, Accure took a longer view, focusing on educating the market about battery analytics. “Three or four years ago they didn’t [know about battery analytics]. And I believe that we’re a part of this education of the market,” Kai notes.
This patience aligned with market evolution: “Now, as these batteries become a vital part of their business, all of a sudden performance safety lifetime really matters… they’re much more open to solutions.”
The Focus Imperative
Perhaps the most crucial lesson was maintaining focus despite having broad technical capabilities. As Kai explains: “We do battery analytics in general. We could improve every battery around, right, from micro mobility scooters toys at home, to high end cars, to batteries and airplanes in ships.”
Instead of pursuing every opportunity, they focused specifically on grid-connected batteries where they could demonstrate immediate ROI: “This is the revenue you would make without us. This is the revenue you would make with us.”
Key Takeaways for Technical Founders
- Technical expertise provides credibility, but must be translated into business value
- Early customers often come from research networks – leverage these relationships
- Market education can be as important as immediate sales
- Focus on a specific vertical where you can demonstrate clear ROI
- Invest time in learning to communicate with business stakeholders
The journey from research to product-market fit isn’t just about technology – it’s about transforming deep expertise into business value. For technical founders, this often means unlearning academic habits and developing new capabilities in communication, focus, and market understanding.