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  "text": "What if an AI agent could review every invoice against your contracts — and flag what doesn't match?\n\nThat's exactly what our Invoice Reconciler demo does. Here's how it works:\n\n📄 Upload your contracts and invoices → LlamaParse converts them into clean, LLM-readable Markdown\n📂 Everything gets indexed in LlamaCloud — searchable and ready for RAG\n🔍 Define your reconciliation rules (unit price match, correct math, line item match, etc.)\n🤖 A LlamaAgent workflow analyzes each invoice against your contracts and rules — then approves or rejects with confidence scores and detailed reasoning\n\nYou can even chat with your invoices and contracts directly — ask \"what have we bought?\" or \"what contracts do we have in place?\" and get cited answers instantly.\n\nThe whole thing is powered by LlamaCloud: LlamaParse for document ingestion, LlamaCloud indexes for retrieval, and LlamaAgent Workflows for orchestration.\n\n🎥 Watch the full walkthrough: https://t.co/LX57pjDfwN",
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