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@llama_index

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://t.co/ozm4VwWmj3

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