To prevent engineers from gaming output-based pay, 10X assigns a "Technical Strategist" to each project. The engineer is paid for output, but the strategist is incentivized by client retention and account growth (NRR), creating a healthy tension that ensures high-quality work is delivered.
To prevent single points of failure, implement a "pilot/co-pilot" system. Regularly rotate employees, promoting the co-pilot to pilot and bringing in a new co-pilot. This develops well-rounded talent, breaks down knowledge silos, and makes the company anti-fragile, despite initial employee resistance to change.
Drawing on Charlie Munger's wisdom, investment management problems often stem from misaligned incentives. Instead of trying to change people's actions directly, leaders should redesign the incentive structure. Rational individuals will naturally align their behavior with well-constructed incentives that drive desired client outcomes.
To ensure genuine collaboration across funds, Centerbridge structures compensation so a "substantial minority" of an individual's pay comes from other areas of the firm. This economic incentive forces a firm-wide perspective and makes being "part of one team" a financial reality, not just a cultural slogan.
Engineering often defaults to a 'project mindset,' focusing on churning out features and measuring velocity. True alignment with product requires a 'product mindset,' which prioritizes understanding the customer and tracking the value being delivered, not just the output.
Traditional hourly billing for engineers is obsolete when AI creates 10x productivity. 10X compensates engineers based on output (story points), aligning incentives with speed and efficiency. This model allows top engineers to potentially earn over a million dollars in cash compensation annually.
To solve misalignment, the company cascaded OKRs from the CEO down. Critically, regional leaders were made 'champions' of key pillars like user acquisition. This gave them ownership and a direct voice in shaping product solutions, turning potentially adversarial relationships into collaborative partnerships.
Structuring compensation around a single, firm-wide P&L, rather than individual deal performance, eliminates internal competition. It forces a culture of true collaboration, as everyone's success is tied together. The system is maintained as a meritocracy by removing underperformers from the 'boat.'
Instead of tracking hours or rewarding a "996" work culture, the V0 team's performance compass is business impact, measured in dollars. New hires are explicitly expected to deliver millions in impact within their first year by fixing issues that cause customer churn or frustration.
Employee retention now requires a customized approach beyond generic financial incentives. Effective managers must identify whether an individual is driven by work-life balance, ego-gratifying titles, or money, and then transparently tailor their role and its associated trade-offs to that primary motivator.
An employee using AI to do 8 hours of work in 4 benefits personally by gaining free time. The company (the principal) sees no productivity gain unless that employee produces more. This misalignment reveals the core challenge of translating individual AI efficiency into corporate-level growth.