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  "generated_at": "2026-06-04T16:05:22",
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  "rows_without_tipo": 0,
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    {
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    {
      "category": "Recorrencia",
      "rows_count": 650,
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    },
    {
      "category": "Vendas",
      "rows_count": 664,
      "value_abs": 5105591.62,
      "value_pct": 6.94
    },
    {
      "category": "Licencas",
      "rows_count": 662,
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    },
    {
      "category": "Treinamentos",
      "rows_count": 657,
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    },
    {
      "category": "Consultoria",
      "rows_count": 634,
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  ],
  "top_unclassified_or_ambiguous_categories": [
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      "value_pct": 2.37,
      "risk_reason": "possivel deducao/imposto/taxa"
    },
    {
      "category": "Outros",
      "rows_count": 370,
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      "value_pct": 1.86,
      "risk_reason": "categoria generica ou ambigua"
    }
  ],
  "transfer_risk_indicators": {
    "rows_count": 0,
    "value_abs": 0.0,
    "value_pct": 0.0,
    "top_categories": []
  },
  "investment_risk_indicators": {
    "rows_count": 0,
    "value_abs": 0.0,
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    "top_categories": []
  },
  "deduction_risk_indicators": {
    "rows_count": 416,
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    "top_categories": [
      {
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        "value_abs": 1745869.46,
        "value_pct": 2.37
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    ]
  },
  "dre_confidence_score": 74,
  "dre_confidence_level": "media",
  "recommendations": [
    "Configurar Plano_Contas gerencial para separar receita, deducao, custo, despesa, investimento e transferencia.",
    "Manter categoria original preservada e adicionar mapeamento gerencial auditavel em slice futuro.",
    "Usar o Classification Coverage Report como insumo para DRE Template Contract e DRE v2.",
    "Revisar categorias ausentes, genericas ou ambiguas antes de conclusoes fortes de DRE.",
    "Revisar impostos, taxas e descontos antes de tratar como deducoes da receita."
  ],
  "limitations": [
    "Relatorio v1 mede classificacao gerencial aproximada, nao classificacao contabil oficial.",
    "Ainda nao existe Plano_Contas funcional nem DRE Template executavel no pipeline.",
    "Categoria textual pode ser ambigua e depende de revisao do consultor/gestor.",
    "Transferencias, investimentos, impostos, taxas e descontos sao apenas sinalizados como risco.",
    "DRE Confidence Score v1 nao deve ser usado como garantia de DRE contabil."
  ]
}