Amadeus reinvests heavily in R&D, with a spend equivalent to its #3 competitor's total revenue. This creates a widening technology and product gap that smaller players cannot bridge, fortifying its market leadership and making it increasingly difficult for others to keep up.

The founders initially feared their data collection hardware would be easily copied. However, they discovered the true challenge and defensible moat lay in scaling the full-stack system—integrating hardware iterations, data pipelines, and training loops. The unexpected difficulty of this process created a powerful competitive advantage.

While his competitors relied on artisanal tradition, Sax used the science of acoustics to calculate the precise placement of instrument holes. This scientific, data-driven approach resulted in superior tuning and harmony, giving him a key competitive advantage in the 19th-century market.

When asked if AI commoditizes software, Bravo argues that durable moats aren't just code, which can be replicated. They are the deep understanding of customer processes and the ability to service them. This involves re-engineering organizations, not just deploying a product.

GE serves two distinct customers: powerful airframers for the initial sale and a fragmented base of hundreds of airlines for aftermarket services. This split forces new entrants to solve a '3D puzzle' of satisfying both technically demanding OEMs and a global user base simultaneously, creating an immense and durable barrier to entry.

The key to effective portfolio entrepreneurship isn't random diversification. It's about serving the same customer segment across multiple products. This creates a cohesive ecosystem where each new offering benefits from compounding knowledge and trust, making many things feel like one thing.

Doximity integrates multiple workflow tools like telehealth and e-signatures. While specialized competitors might offer better individual products, Doximity wins by providing a convenient, all-in-one platform that doctors are already engaged with daily, creating a powerful defensive moat.

Sax identified the French military's need for louder band instruments to compete with rivals. He designed the saxophone for this specific use case and won a lucrative, business-defining contract through a public "Battle of the Bands" competition, effectively creating his own market.

Excel's market dominance stems from Microsoft's strategy of bundling it into the non-negotiable Microsoft Office suite. This made it impossible for enterprise customers to purchase software à la carte, effectively locking out competitors and making individual user preference irrelevant.