Climate-related disasters are escalating in frequency and severity, yet global adaptation finance remains reactive and insufficient. This review synthesizes disaster loss data, climate finance flows, and financial instrument evidence to address a core research question: How can innovative financial instruments and a risk-layered architecture shift climate resilience finance from reactive to anticipatory? We integrate data from the Emergency Events Database (EM-DAT), the Climate Policy Initiative (CPI), the OECD Development Assistance Committee, the Green Climate Fund, and the Artemis Deal Directory across 2010–2025. Pearson correlation analysis confirms a reactive financing pattern (r = 0.71). Fixed-effects panel regressions show that high climate policy uncertainty suppresses private adaptation investment by approximately 30%. Guarantee and catastrophe bond instruments mobilize up to 6.5 times more private capital per public dollar than concessional loans. Parametric insurance grew at a 24% compound annual growth rate (2010–2025), outpacing catastrophe bonds (7%). A 12–14 times scale-up of current annual flows (USD 25 billion) is required to meet 2030 needs (USD 325 billion). We propose a risk-layered climate finance architecture aligning instruments with distinct hazard tiers. Credible policy signals, strategic public investment, and systematic integration of insurance mechanisms are essential preconditions for unlocking scalable, anticipatory resilience finance.