Model Releases
Loan processors spend 40–60% of their time reconciling income across tax returns, pay stubs, W-2s, and bank statements. We built an end-to-e…
Loan processors spend 40–60% of their time reconciling income across tax returns, pay stubs, W-2s, and bank statements. We built an end-to-end pipeline that automates it with LlamaParse + the Claude A
Loan processors spend 40–60% of their time reconciling income across tax returns, pay stubs, W-2s, and bank statements. We built an end-to-end pipeline that automates it with LlamaParse + the Claude Agent SDK: 📄 Schema-driven extraction across 4 doc types with confidence scores + citations 🔍 Cross-document validation with Claude — catches W-2/pay-stub gaps, unexplained Zelle/Venmo deposits, employer name mismatches 📊 Self-contained HTML report with a COMPLETE / REVIEW / FLAG decision Full code + walkthrough: https://www.llamaindex.ai/blog/build-automated-loan-income-verification-with-llamaparse-claude-agent-sdk
Source: Jerry Liu (X) | 2026-04-27