Beyond the Code – When engineers understand the practitioner

The report draws on GP Bullhound’s internal successes and extensive external research with some of the world’s fastest-growing software companies, presenting a robust framework for integrating AI into business practices.

Leaders must be held to the highest standards when embracing innovation. If executives are not power users of new technologies, how can they inspire and guide others through the challenges of adoption? Boards should proactively evaluate which tools their executives employ and how deeply they engage with them. In many ways, this is more critical than focusing on a superficial AI strategy from someone who may neither grasp the technology’s capabilities nor its current limitations.” commented Per Roman, Managing Partner at GP Bullhound

Key Takeaways:

• Building a Robust Data Infrastructure: Establishing a stable, centralized data ecosystem is essential for effective AI adoption. By unifying multiple data sources into a single hub, GP Bullhound eliminated silos, improved analytics, and opened the door to advanced AI-driven capabilities.

• Empowering Bottom-Up Innovation: GP Bullhound combined junior team insights with leadership support to develop AI solutions, driving rapid adoption and productivity gains. This approach achieved 90% employee engagement, accelerating AI adoption.

• 31-fold Productivity Increase for Early AI Adopters: Companies swiftly integrating AI tools report significant productivity gains. Within GP Bullhound, task completion times dropped from 12 hours to just 15 minutes— which led to a 31-fold improvement in output in 65% of the time.

• AI Commoditization: As large language models become commoditized, genuine competitive advantage now hinges on developing specialized, proprietary AI solutions, particularly in finance, healthcare, and customer service.

• Value of Proprietary Data: Exclusive datasets exponentially increase in value, fueling unique AI-driven offerings. Organizations that harness proprietary data secure notable competitive advantages.

• Market Leadership Accelerated by AI: Companies with widespread AI adoption can outperform market incumbents in productivity, potentially surpassing competitors that start with 10 times larger market share within just 7 years.

About GP Bullhound
GP Bullhound is a leading technology advisory and investment firm, providing transaction advice and capital to the world’s best entrepreneurs and founders. Founded in 1999 in London and Menlo Park, the firm today has 13 offices spanning Europe, Asia and the US. For more information, please visit www.gpbullhound.com

For inquiries, please contact: 
Callum Stewart, Investment Principal, callum.stewart@gpbullhound.com
Press inquiries: press@gpbullhound.com