Our SME Loan Origination Agent automates end-to-end underwriting: it ingests client documents and external data, validates fields, computes accuracy-critical KPIs (e.g., DSCR, LTV) via deterministic services, runs policy rules, and uses GenAI to draft analyses (market, financial, risk, and more), then assembles ready-to-review outputs such as client emails and the credit memo. Deployment is flexible: we can fully integrate the Agent into your systems and embed it in your existing portal, or operate with minimal or no integration via a secure standalone frontend. It maintains a full audit trail (sources, versions, timestamps) for compliance and regulatory review—and all outputs remain under human oversight and approval.