Shifting Eng Leaders to Think Like GMs, Building an AI-Driven Visionary Roadmap & Braze’s Product Health Initiative w/ Jon Hyman #254

Engineering leaders must balance maintaining product health with pursuing visionary AI innovation to drive long-term business growth. At Braze, this involves a quantitative product health framework that uses incident scoring and cross-functional collaboration to reduce technical debt and improve customer time-to-value. Simultaneously, innovation is structured through a three-tier model: enhancing existing workflows for efficiency, enabling previously impossible capabilities, and transforming operations through autonomous decision-making. By shifting engineering leaders to think like general managers—focusing on revenue impact, adoption rates, and margin—organizations can align technical efforts with business outcomes. This holistic approach ensures that teams remain focused on high-impact goals while avoiding the distraction of fragmented priorities, ultimately allowing for the strategic deployment of AI agents that deliver measurable value rather than just incremental productivity gains.