For decades, real estate yield targeting was a relatively stable exercise. Investors set expected returns, benchmarked markets, and allocated capital with the assumption that interest rates, inflation, and market cycles moved gradually. But the last five years have shattered that model. Rate hikes no longer come in predictable increments. Inflation shocks ripple across regions unevenly….

For decades, real estate development has been defined by intuition, experience, and long cycles of manual analysis. Developers relied on surveys, local brokers, traditional feasibility studies, and slow-moving market data to shape billion-dollar decisions. But in 2025, this model is cracking. Markets shift faster than the traditional development cycle, supply and demand are increasingly volatile,…

Real estate valuation has always been an exercise in interpreting the past to forecast the future. For decades, the standard tools—comparables, discounted cash flow models, and historical trends—have worked well enough to guide investment decisions. But today, the world is shifting too quickly, markets are too interconnected, and data moves too fast for these backward-looking…