Lily Chang

During periods when acquisitions decelerate and public markets fluctuate, the usual startup storyline of fast expansion leading to an obvious exit becomes far less dependable. Investors adjust what they look for, and founders must shift in response. A fundable startup today focuses less on forecasting an imminent liquidity event and more on showing resilience, efficient use of capital, and the ability to build lasting value despite unclear exit pathways.Capital Efficiency as a Core SignalWhen exits become harder to foresee, investors place greater emphasis on how well a startup turns capital into measurable traction, reflecting a wider market reality in which…

Managed futures are investment strategies that trade futures contracts across global markets, including equities, fixed income, currencies, and commodities. These strategies are typically run by professional managers using systematic, rules-based approaches, often referred to as trend-following or momentum-based models. Unlike traditional long-only investments, managed futures can take both long and short positions, allowing them to potentially profit in rising or falling markets.Managed futures are distinguished by how they adapt in real time to price movements instead of depending on economic projections or corporate fundamentals, a versatility that sets them apart from stocks and bonds, which typically hinge on economic expansion…

Monterrey, Mexico, is a manufacturing and logistics powerhouse that sits at the intersection of North American supply chains and Mexico’s industrial heartland. As companies evaluate nearshoring — moving production closer to end markets, especially the United States and Canada — decisions often hinge on three tightly linked factors: the local supplier ecosystem, the available talent pool, and the quality of physical and soft infrastructure. Each factor affects cost, speed-to-market, resilience, and long-term competitiveness. The Monterrey metropolitan area, home to roughly 5 million people and one of Mexico’s top three economic centers, exemplifies how these elements combine to shape nearshoring outcomes.Supplier…

Cloud cost optimization describes the deliberate process of cutting and managing expenses tied to cloud infrastructure, including compute, storage, networking, and managed services. As software companies grow, particularly those offering software-as-a-service, cloud spending frequently emerges as one of the largest elements within the cost of goods sold. In recent years, mounting cloud expenses, economic pressures, and investor emphasis on profitability have elevated cloud optimization from a purely technical topic to a priority discussed at the board level.Optimization techniques typically include rightsizing workloads, committing to reserved capacity, improving software efficiency, adopting FinOps practices, and, in some cases, moving workloads between cloud…