Research, practitioner guides, governance playbooks, and product notes on agentic credit infrastructure, from the team building CILayer.https://www.cilayer.ai/https://www.cilayer.ai/resources/default-rate-attribution/https://www.cilayer.ai/resources/default-rate-attribution/People in credit & lending risk teams often mention that their default/delinquency rates have been dropping (or increasing).Fri, 14 Aug 2026 00:00:00 GMTAnkit TanwarGuidehttps://www.cilayer.ai/resources/cash-flow-underwriting-adverse-selection/https://www.cilayer.ai/resources/cash-flow-underwriting-adverse-selection/"Cash flow underwriting has an adverse selection problem. Or not?"Thu, 11 Jun 2026 00:00:00 GMTAnkit TanwarResearchhttps://www.cilayer.ai/resources/cash-flow-momentum-vs-habits/https://www.cilayer.ai/resources/cash-flow-momentum-vs-habits/Cash flow underwriting isn't just about applying credit scores — it's about the underlying factors that drive risk.Tue, 02 Jun 2026 00:00:00 GMTAnkit TanwarInsightshttps://www.cilayer.ai/resources/custom-cash-flow-risk-scores/https://www.cilayer.ai/resources/custom-cash-flow-risk-scores/Keep seeing this prediction in my feed: every major lender/fintech will eventually have its own cash flow risk score.Thu, 28 May 2026 00:00:00 GMTAnkit TanwarResearch