{
  "html_url": "https://postor.com.mx/licitacion/la-86-004-927005939-n-1-2023",
  "canonical": "https://postor.com.mx/licitacion/la-86-004-927005939-n-1-2023",
  "id": "f4da1f55e9e2405e9bcde3235faee2bf",
  "procedure_number": "LA-86-004-927005939-N-1-2023",
  "file_number": "E-2023-00060763",
  "title": "ADQUISICIÓN DE BIENES Y CONTRATACIÓN DE SERVICIOS INFORMÁTICOS",
  "description": {
    "short": "No existen bienes alternativos o sustitutos, Único Oferente, Derechos exclusivos (patentes, licencias, derechos de autor u otros derechos exclusivos), o por obras de arte.",
    "detailed": "ADQUSICIÓN DE EQUIPO DE COMPUTO Y CONTRATACIÓN DEL SERVICIO DE IMPLENTACIÓN DE UN SISTEMA DE GESTIÓN CATASTRAL"
  },
  "lifecycle": {
    "section": "concluido",
    "source_status": "ADJUDICADO",
    "moved_at": null
  },
  "buyer": {
    "agency": "SAFTAB",
    "acronym": "SAFTAB",
    "branch": "86 - TABASCO",
    "buying_unit": "UNIDAD DE ADMINISTRACIÓN Y FINANZAS",
    "requesting_unit": null,
    "requesting_group": "DIRECCIÓN GENERAL DE ADMINISTRACIÓN Y FINANZAS",
    "entity": "secretaría de finanzas del gobierno del estado de tabasco",
    "slug": "saftab",
    "unit_slug": "direccion-general-de-administracion-y-finanzas-927005939"
  },
  "classification": {
    "procedure_type": "LICITACIÓN PÚBLICA",
    "contracting_type": "SERVICIOS",
    "publication_type": null,
    "character": "NACIONAL",
    "fiscal_year": 2023,
    "law": "LEY DE ADQUISICIONES, ARRENDAMIENTOS Y SERVICIOS DEL SECTOR PÚBLICO",
    "legal_basis_id": "1",
    "exception_basis": "Art. 41 fr. I",
    "internal_control_number": "115000001-F-2023",
    "supply_source_number": null
  },
  "schedule": {
    "published_at": "2023-07-20T20:11:06.000Z",
    "clarification_meeting_at": "2023-07-25T19:30:00.000Z",
    "clarification_questions_deadline_at": "2023-07-24T19:30:00.000Z",
    "clarification_responses_deadline_at": null,
    "bid_opening_at": "2023-08-01T16:00:00.000Z",
    "award_at": "2023-08-03T16:00:00.000Z",
    "estimated_contract_at": "2023-08-04T06:00:00.000Z",
    "site_visit_at": null,
    "estimated_work_start_at": null
  },
  "locations": {
    "state_id": "27",
    "state": "TABASCO",
    "bid_opening": "SALA DE JUNTAS DE LA UNIDAD DE ADMINISTRACIPON Y FINANZAS DE LA SECRETARÍA DE FINAZAS, UBICADA ENAVENIDA PASEO DE LA SIERRA NO. 435 COL REFORMA, CENTRO, TABASCO CP 86080",
    "award": "SALA DE JUNTAS DE LA UNIDAD DE ADMINISTRACION Y FINANZAS DE LA SECRETARÍA DE FINANZAS EN  AV PASEO DE LA SIERRA NO. 435 COL REFORMA, CENTRO, TABASCO CP 86080",
    "clarification_meeting": "SALA DE JUNTAS DE LA UNIDAD DE ADMINISTRACIPON Y FINANZAS DE LA SECRETARÍA DE FINAZAS, UBICADA EN AVENIDA PASEO DE LA SIERRA NO. 435 COL REFORMA, CENTRO, TABASCO CP 86080",
    "site_visit": null,
    "work_site": null
  },
  "estimated_value": {
    "minimum": null,
    "maximum": null,
    "currency": "MXN",
    "updated_at": null
  },
  "financial_terms": {
    "currency": "MXN",
    "advance_percentage": "0",
    "supplier_percentage": "10",
    "payment_method": "transferencia electrónica BAncaria",
    "credit_condition": null,
    "payment_conditions": null,
    "financing_organization": null
  },
  "evaluation": {
    "criterion": "PUNTOS Y PORCENTAJES",
    "technical_points": "60",
    "economic_points": "40"
  },
  "guarantees": {
    "performance_required": true,
    "goods_or_services_required": false,
    "amount_percentage": null,
    "delivery_days": "10",
    "term_months": null,
    "other_insurance_required": false,
    "other_insurance_description": null,
    "performance_reduction": null
  },
  "participation": {
    "method": "PRESENCIAL",
    "joint": true,
    "msme_only": false,
    "social_witness": false,
    "multi_year": false,
    "open_contract": false,
    "consolidated_purchase": false,
    "external_credit": false,
    "simultaneous_supply": false,
    "subcontracting": null,
    "emergency": false,
    "proposal_language": "idioma data",
    "no_joint_participation_justification": null
  },
  "execution": {
    "site_visit_required": false,
    "duration_days": null,
    "procurement_term": "Recortado",
    "subcontracted_work": null,
    "deadline_justification": "PROCEDIMIENTO DE LICITACIÓN PÚBLICA EN LOS TÉRMINOS PREVISTOS EN LOS ARTÍCULOS 32 DE LA LEY DE ADQUISICIONES, ARRENDAMIENTOS Y SERVICIOS DEL SECTOR PÚBLICO, Y 43, PRIMER PÁRRAFO, DEL REGLAMENTO"
  },
  "lots": [
    {
      "number": "1",
      "name": "PARTIDA SOLA",
      "description": "PARTIDA SOLA",
      "requirement_group_id": "1",
      "items": [
        {
          "number": "1",
          "cucop_code": "33304-0009",
          "specific_item_code": "33304",
          "cucop_description": "MANTENIMIENTO Y/O SOPORTE A SISTEMAS Y/O PROGRAMAS YA EXISTENTES",
          "description": "IMPLEMENTACIÓN Y CONFIGURACIÓN DE UN SISTEMA DE GESTIÓN CATASTRAL EN AMBIENTE WEB.\nMIGRACIÓN DE LA INFORMACIÓN ALFANUMÉRICA TABULAR\nMIGRACIÓN DE LA INFORMACIÓN CARTOGRÁFICA",
          "requested_quantity": "1",
          "minimum_quantity": "1",
          "maximum_quantity": null,
          "unit": "SERVICIO",
          "minimum_amount": null,
          "maximum_amount": null,
          "partida_code": "33304",
          "partida_description": "SERVICIO DE MANTENIMIENTO DE APLICACIONES INFORMÁTICAS"
        },
        {
          "number": "2",
          "cucop_code": "51501-0074",
          "specific_item_code": "51501",
          "cucop_description": "SCANNER (EQ. DE COMPUTACION)",
          "description": "ESCÁNER DE AMPLIO FORMATO: TAMAÑO MÁXIMO DEL DOCUMENTO 965 MM (38 PULGADAS) MÁXIMO ANCHO DE ESCANEO 915 MM (36 PULGADAS), RESOLUCIÓN ESCÁNER 1200 X 1200 DPI",
          "requested_quantity": "1",
          "minimum_quantity": "1",
          "maximum_quantity": null,
          "unit": "PIEZA",
          "minimum_amount": null,
          "maximum_amount": null,
          "partida_code": "51501",
          "partida_description": "BIENES INFORMÁTICOS"
        },
        {
          "number": "3",
          "cucop_code": "51501-0093",
          "specific_item_code": "51501",
          "cucop_description": "UNIDAD DE ALMACENAMIENTO (EQ. DE COMPUTACION)",
          "description": "UNIDAD DE ALMACENAMIENTO EXTERNO, SISTEMA DE ALMACENAMIENTO NAS DE 8 BAHÍAS",
          "requested_quantity": "1",
          "minimum_quantity": "1",
          "maximum_quantity": null,
          "unit": "PIEZA",
          "minimum_amount": null,
          "maximum_amount": null,
          "partida_code": "51501",
          "partida_description": "BIENES INFORMÁTICOS"
        },
        {
          "number": "4",
          "cucop_code": "51501-0074",
          "specific_item_code": "51501",
          "cucop_description": "SCANNER (EQ. DE COMPUTACION)",
          "description": "ESCÁNER: ALIMENTACIÓN VERTICAL, ESCÁNER DÚPLEX A COLOR DE UNA PASADA.",
          "requested_quantity": "8",
          "minimum_quantity": "8",
          "maximum_quantity": null,
          "unit": "PIEZA",
          "minimum_amount": null,
          "maximum_amount": null,
          "partida_code": "51501",
          "partida_description": "BIENES INFORMÁTICOS"
        },
        {
          "number": "5",
          "cucop_code": "51501-0023",
          "specific_item_code": "51501",
          "cucop_description": "EQUIPO DE PROCESO DE PALABRAS (EQ. DE COMPUTACION)",
          "description": "COMPUTADORA DE ESCRITORIO, CON PROCESADOR INTEL CORE I5-12400 (18 MB CACHE, 6 CORES, 12 THREADS, 2.50 GHZ TO 4.40 GHZ TURBO). MEMORIA DE 8 GB, 1 X 8 GB",
          "requested_quantity": "12",
          "minimum_quantity": "12",
          "maximum_quantity": null,
          "unit": "PIEZA",
          "minimum_amount": null,
          "maximum_amount": null,
          "partida_code": "51501",
          "partida_description": "BIENES INFORMÁTICOS"
        }
      ]
    }
  ],
  "budget_items": [
    {
      "code": "33304",
      "description": "SERVICIO DE MANTENIMIENTO DE APLICACIONES INFORMÁTICAS"
    },
    {
      "code": "51501",
      "description": "BIENES INFORMÁTICOS"
    }
  ],
  "awards": [
    {
      "id": "C-2023-00085955",
      "internal_reference": "CP15120401-4/2023",
      "title": "ADQUISICIÓN DE BIENES Y CONTRATACIÓN DE SERVICIOS INFORMÁTICOS",
      "status": "PUBLICADO",
      "contractor": {
        "name": "SERVICIOS PROFESIONALES GISNET SA DE CV",
        "normalized_name": "SERVICIOS PROFESIONALES GISNET",
        "rfc_type": null,
        "slug": "servicios-profesionales-gisnet"
      },
      "contract_period": {
        "published_at": "2023-08-03T19:42:42.000Z",
        "starts_at": "2023-08-04T06:00:00.000Z",
        "ends_at": "2023-12-31T06:00:00.000Z"
      },
      "value": {
        "subtotal": "7093103.45",
        "tax": "1134896.55",
        "total": "8228000",
        "maximum_subtotal": "0",
        "maximum_total": "0",
        "currency": "MXN"
      },
      "open_contract_type": null,
      "quantity": null,
      "exercised_quantity": null,
      "participants": [],
      "line_items": [
        {
          "number": "0",
          "cucop_code": "33304-0009",
          "description": "IMPLEMENTACIÓN Y CONFIGURACIÓN DE UN SISTEMA DE GESTIÓN CATASTRAL EN AMBIENTE WEB.\nMIGRACIÓN DE LA INFORMACIÓN ALFANUMÉRICA TABULAR\nMIGRACIÓN DE LA INFORMACIÓN CARTOGRÁFICA",
          "unit": "SERVICIO",
          "requested_quantity": "1",
          "awarded_quantity": null,
          "unit_price": "7093103.45",
          "subtotal": "7093103.45",
          "tax": "1134896.55",
          "other_taxes": null,
          "total": "8228000",
          "cucop_description": "MANTENIMIENTO Y/O SOPORTE A SISTEMAS Y/O PROGRAMAS YA EXISTENTES",
          "partida_code": "33304",
          "partida_description": "SERVICIO DE MANTENIMIENTO DE APLICACIONES INFORMÁTICAS"
        }
      ]
    },
    {
      "id": "C-2023-00085965",
      "internal_reference": "CV15110501-5/2023",
      "title": "ADQUISICIÓN DE BIENES Y CONTRATACIÓN DE SERVICIOS INFORMÁTICOS",
      "status": "PUBLICADO",
      "contractor": {
        "name": "LA RED CORPORATIVO SA DE CV",
        "normalized_name": "LA RED CORPORATIVO",
        "rfc_type": null,
        "slug": "la-red-corporativo"
      },
      "contract_period": {
        "published_at": "2023-08-03T19:49:48.000Z",
        "starts_at": "2023-08-04T06:00:00.000Z",
        "ends_at": "2023-12-31T06:00:00.000Z"
      },
      "value": {
        "subtotal": "317431.4",
        "tax": "50789.03",
        "total": "368220.43",
        "maximum_subtotal": "0",
        "maximum_total": "0",
        "currency": "MXN"
      },
      "open_contract_type": null,
      "quantity": null,
      "exercised_quantity": null,
      "participants": [],
      "line_items": [
        {
          "number": "0",
          "cucop_code": "51501-0074",
          "description": "ESCÁNER: ALIMENTACIÓN VERTICAL, ESCÁNER DÚPLEX A COLOR DE UNA PASADA.",
          "unit": "PIEZA",
          "requested_quantity": "8",
          "awarded_quantity": null,
          "unit_price": "18079.6",
          "subtotal": "144636.8",
          "tax": "23141.89",
          "other_taxes": null,
          "total": "167778.69",
          "cucop_description": "SCANNER (EQ. DE COMPUTACION)",
          "partida_code": "51501",
          "partida_description": "BIENES INFORMÁTICOS"
        },
        {
          "number": "0",
          "cucop_code": "51501-0023",
          "description": "COMPUTADORA DE ESCRITORIO, CON PROCESADOR INTEL CORE I5-12400 (18 MB CACHE, 6 CORES, 12 THREADS, 2.50 GHZ TO 4.40 GHZ TURBO). MEMORIA DE 8 GB, 1 X 8 GB",
          "unit": "PIEZA",
          "requested_quantity": "12",
          "awarded_quantity": null,
          "unit_price": "14399.55",
          "subtotal": "172794.6",
          "tax": "27647.14",
          "other_taxes": null,
          "total": "200441.74",
          "cucop_description": "EQUIPO DE PROCESO DE PALABRAS (EQ. DE COMPUTACION)",
          "partida_code": "51501",
          "partida_description": "BIENES INFORMÁTICOS"
        }
      ]
    },
    {
      "id": "C-2023-00085961",
      "internal_reference": "CV15120401-4/2023",
      "title": "ADQUISICIÓN DE BIENES Y CONTRATACIÓN DE SERVICIOS INFORMÁTICOS",
      "status": "PUBLICADO",
      "contractor": {
        "name": "PROTOCOLOS REDES Y COMUNICACIONES SA DE CV",
        "normalized_name": "PROTOCOLOS REDES Y COMUNICACIONES",
        "rfc_type": null,
        "slug": "protocolos-redes-y-comunicaciones"
      },
      "contract_period": {
        "published_at": "2023-08-03T19:47:15.000Z",
        "starts_at": "2023-08-04T06:00:00.000Z",
        "ends_at": "2023-12-31T06:00:00.000Z"
      },
      "value": {
        "subtotal": "314989.85",
        "tax": "50398.38",
        "total": "365388.23",
        "maximum_subtotal": "0",
        "maximum_total": "0",
        "currency": "MXN"
      },
      "open_contract_type": null,
      "quantity": null,
      "exercised_quantity": null,
      "participants": [],
      "line_items": [
        {
          "number": "0",
          "cucop_code": "51501-0074",
          "description": "ESCÁNER DE AMPLIO FORMATO: TAMAÑO MÁXIMO DEL DOCUMENTO 965 MM (38 PULGADAS) MÁXIMO ANCHO DE ESCANEO 915 MM (36 PULGADAS), RESOLUCIÓN ESCÁNER 1200 X 1200 DPI",
          "unit": "PIEZA",
          "requested_quantity": "1",
          "awarded_quantity": null,
          "unit_price": "229352.55",
          "subtotal": "229352.55",
          "tax": "36696.41",
          "other_taxes": null,
          "total": "266048.96",
          "cucop_description": "SCANNER (EQ. DE COMPUTACION)",
          "partida_code": "51501",
          "partida_description": "BIENES INFORMÁTICOS"
        },
        {
          "number": "0",
          "cucop_code": "51501-0093",
          "description": "UNIDAD DE ALMACENAMIENTO EXTERNO, SISTEMA DE ALMACENAMIENTO NAS DE 8 BAHÍAS",
          "unit": "PIEZA",
          "requested_quantity": "1",
          "awarded_quantity": null,
          "unit_price": "85637.3",
          "subtotal": "85637.3",
          "tax": "13701.97",
          "other_taxes": null,
          "total": "99339.27",
          "cucop_description": "UNIDAD DE ALMACENAMIENTO (EQ. DE COMPUTACION)",
          "partida_code": "51501",
          "partida_description": "BIENES INFORMÁTICOS"
        }
      ]
    }
  ],
  "documents": [
    {
      "id": null,
      "annex_number": 1,
      "document_type": null,
      "description": "CONVOCATORIA",
      "filename": "Bases LPN LA-86-004-927005939-N-1-2023.pdf",
      "availability": "available",
      "size_bytes": "918781",
      "mime_type": "application/pdf",
      "sha256": null,
      "uploaded_at": "2025-12-12T21:29:45.334Z",
      "updated_at": "2025-12-12T21:29:45.335Z"
    },
    {
      "id": null,
      "annex_number": 2,
      "document_type": null,
      "description": "ANEXO TÉCNICO",
      "filename": "Anexo Tecnico. Especificaciones tÃ©cnicas y caracterÃ­stcas.pdf",
      "availability": "available",
      "size_bytes": "603565",
      "mime_type": "application/pdf",
      "sha256": null,
      "uploaded_at": "2025-12-12T21:29:47.194Z",
      "updated_at": "2025-12-12T21:29:47.195Z"
    },
    {
      "id": null,
      "annex_number": 3,
      "document_type": null,
      "description": "MODELO DE CONTRATO",
      "filename": "Anexo 6 Modelos de Contrato de Servicios y Compraventa.pdf",
      "availability": "available",
      "size_bytes": "852730",
      "mime_type": "application/pdf",
      "sha256": null,
      "uploaded_at": "2025-12-12T21:29:43.508Z",
      "updated_at": "2025-12-12T21:29:43.509Z"
    },
    {
      "id": null,
      "annex_number": 6,
      "document_type": null,
      "description": "ACTA JUNTA DE ACLARACIONES",
      "filename": "Acta Junta de Aclaraciones LA-86-004-927005939-N-1-2023.pdf",
      "availability": "available",
      "size_bytes": "4781327",
      "mime_type": "application/pdf",
      "sha256": null,
      "uploaded_at": "2025-12-12T21:29:53.374Z",
      "updated_at": "2025-12-12T21:29:53.375Z"
    },
    {
      "id": null,
      "annex_number": 7,
      "document_type": null,
      "description": "ACTA DE APERTURA DE PROPOSICIONES",
      "filename": "Acta de presentacion y apertura LA-86-004-927005939-N-1-2023.pdf",
      "availability": "available",
      "size_bytes": "3979054",
      "mime_type": "application/pdf",
      "sha256": null,
      "uploaded_at": "2025-12-12T21:29:56.834Z",
      "updated_at": "2025-12-12T21:29:56.835Z"
    },
    {
      "id": null,
      "annex_number": 8,
      "document_type": null,
      "description": "ACTA DE FALLO",
      "filename": "Acta de Fallo LicitaciÃ³n LA-86-004-927005939-N-1-2023.pdf",
      "availability": "available",
      "size_bytes": "6934736",
      "mime_type": "application/pdf",
      "sha256": null,
      "uploaded_at": "2025-12-12T21:30:00.564Z",
      "updated_at": "2025-12-12T21:30:00.565Z"
    }
  ],
  "provenance": {
    "source_system": "Compras MX",
    "source_fetched_at": "2026-07-28T13:53:21.004Z",
    "last_seen_at": "2026-07-28T14:57:51.334Z",
    "first_seen_at": "2025-11-05T04:55:10.073Z",
    "detail_complete": true,
    "documents_complete": true,
    "content_changed_at": "2025-11-05T04:55:10.073Z"
  },
  "context": {
    "prices": [
      {
        "cucop_code": "33304-0009",
        "description": "MANTENIMIENTO Y/O SOPORTE A SISTEMAS Y/O PROGRAMAS YA EXISTENTES",
        "priced_items": 769,
        "units": [
          {
            "n": 735,
            "max": 129490947.5,
            "min": 12,
            "p10": 12819.48,
            "p50": 350595,
            "p90": 5297177,
            "unidad": "SERVICIO"
          },
          {
            "n": 16,
            "max": 7500,
            "min": 850,
            "p10": 850,
            "p50": 1000,
            "p90": 6725,
            "unidad": "UNIDAD"
          },
          {
            "n": 8,
            "max": 1488494.7,
            "min": 486,
            "p10": 556.896,
            "p50": 1173,
            "p90": 448648.41,
            "unidad": "HORA"
          },
          {
            "n": 5,
            "max": 10960,
            "min": 5480,
            "p10": 5548,
            "p50": 5755,
            "p90": 9460,
            "unidad": "DIA"
          },
          {
            "n": 4,
            "max": 448543.44,
            "min": 19746.55,
            "p10": 20471.695,
            "p50": 23043.92,
            "p90": 321157.65,
            "unidad": "LOTE"
          }
        ],
        "price_by_year": {
          "2022": {
            "n": 1,
            "p50": 11168960.76
          },
          "2023": {
            "n": 175,
            "p50": 515126.43
          },
          "2024": {
            "n": 178,
            "p50": 239110.65
          },
          "2025": {
            "n": 247,
            "p50": 298995
          },
          "2026": {
            "n": 168,
            "p50": 290000
          }
        },
        "refreshed_at": "2026-09-18T22:38:49.680Z"
      },
      {
        "cucop_code": "51501-0074",
        "description": "SCANNER (EQ. DE COMPUTACION)",
        "priced_items": 62,
        "units": [
          {
            "n": 61,
            "max": 810000,
            "min": 1680,
            "p10": 6406.92,
            "p50": 19300,
            "p90": 86500,
            "unidad": "PIEZA"
          }
        ],
        "price_by_year": {
          "2023": {
            "n": 30,
            "p50": 19555
          },
          "2024": {
            "n": 12,
            "p50": 17403.335
          },
          "2025": {
            "n": 16,
            "p50": 17469.5
          },
          "2026": {
            "n": 4,
            "p50": 20178.275
          }
        },
        "refreshed_at": "2026-09-18T22:39:20.878Z"
      },
      {
        "cucop_code": "51501-0023",
        "description": "EQUIPO DE PROCESO DE PALABRAS (EQ. DE COMPUTACION)",
        "priced_items": 37,
        "units": [
          {
            "n": 24,
            "max": 48216,
            "min": 672,
            "p10": 4004.6,
            "p50": 16411.31,
            "p90": 31854.294,
            "unidad": "PIEZA"
          },
          {
            "n": 11,
            "max": 50359716,
            "min": 5850,
            "p10": 8989,
            "p50": 16189,
            "p90": 167760,
            "unidad": "UNIDAD"
          }
        ],
        "price_by_year": {
          "2023": {
            "n": 7,
            "p50": 14399.55
          },
          "2024": {
            "n": 20,
            "p50": 15662
          },
          "2025": {
            "n": 7,
            "p50": 29404
          },
          "2026": {
            "n": 3,
            "p50": 32904.42
          }
        },
        "refreshed_at": "2026-09-18T22:39:20.878Z"
      },
      {
        "cucop_code": "51501-0093",
        "description": "UNIDAD DE ALMACENAMIENTO (EQ. DE COMPUTACION)",
        "priced_items": 73,
        "units": [
          {
            "n": 68,
            "max": 17858689.99,
            "min": 190,
            "p10": 1384.65,
            "p50": 7114,
            "p90": 1475642,
            "unidad": "PIEZA"
          }
        ],
        "price_by_year": {
          "2023": {
            "n": 16,
            "p50": 19700
          },
          "2024": {
            "n": 23,
            "p50": 11965.63
          },
          "2025": {
            "n": 28,
            "p50": 6978
          },
          "2026": {
            "n": 6,
            "p50": 9139.88
          }
        },
        "refreshed_at": "2026-09-18T22:39:20.878Z"
      }
    ],
    "suppliers": [
      {
        "slug": "la-red-corporativo",
        "name": "LA RED CORPORATIVO SA DE CV",
        "total_contracts": 39,
        "total_awarded_amount": "912771656.80",
        "median_amount": "924147.87",
        "distinct_buyers": 17,
        "first_contract_at": "2023-07-26T00:00:00.000Z",
        "last_contract_at": "2026-09-02T00:00:00.000Z",
        "with_this_buyer": {
          "contracts": 1,
          "amount": "368220.43"
        },
        "refreshed_at": "2026-09-22T20:30:01.289Z"
      },
      {
        "slug": "protocolos-redes-y-comunicaciones",
        "name": "PROTOCOLOS REDES Y COMUNICACIONES SA DE CV",
        "total_contracts": 46,
        "total_awarded_amount": "47666415.22",
        "median_amount": "258433.68",
        "distinct_buyers": 14,
        "first_contract_at": "2023-05-01T00:00:00.000Z",
        "last_contract_at": "2026-08-19T00:00:00.000Z",
        "with_this_buyer": {
          "contracts": 1,
          "amount": "365388.23"
        },
        "refreshed_at": "2026-09-17T08:46:18.908Z"
      },
      {
        "slug": "servicios-profesionales-gisnet",
        "name": "SERVICIOS PROFESIONALES GISNET SA DE CV",
        "total_contracts": 32,
        "total_awarded_amount": "280292327.91",
        "median_amount": "8100804.93",
        "distinct_buyers": 13,
        "first_contract_at": "2023-06-26T00:00:00.000Z",
        "last_contract_at": "2026-08-31T00:00:00.000Z",
        "with_this_buyer": {
          "contracts": 3,
          "amount": "12220720"
        },
        "refreshed_at": "2026-09-20T08:00:02.318Z"
      }
    ],
    "buyer": {
      "slug": "saftab",
      "name": "SECRETARÍA DE ADMINISTRACIÓN Y FINANZAS (TAB)",
      "total_procedures": 6,
      "distinct_suppliers": 4,
      "procedures_by_type": {
        "LICITACIÓN PÚBLICA": 2,
        "ADJUDICACIÓN DIRECTA": 1,
        "INVITACIÓN A CUANDO MENOS TRES PERSONAS": 3
      },
      "refreshed_at": "2026-09-25T21:30:04.018Z"
    }
  },
  "alternates": [],
  "similar": [
    {
      "numero_procedimiento": "la-72-r40-913002968-i-2-2025",
      "nombre_procedimiento": "PROYECTO EJECUTIVO DE MODERNIZACION CATASTRAL 2025 BIENES INFORMATICOS",
      "dependencia": "072R40",
      "siglas": "072R40",
      "score": 0.18295498883187056,
      "anio_ejercicio": 2025,
      "estatus": "DESIERTO",
      "fecha_fallo": "2025-08-29T16:00:00.000Z",
      "fecha_publicacion": "2025-08-14T14:34:05.000Z",
      "ganador": null,
      "ganador_slug": null,
      "ganador_rfc_type": null,
      "ganadores": "0",
      "monto_mxn": null
    },
    {
      "numero_procedimiento": "la-65-p04-906026988-n-4-2026",
      "nombre_procedimiento": "SERVICIO DE DESARROLLO DE SOFTWARE Y ADQUISICIÓN DE EQUIPO DE HARDWARE",
      "dependencia": "SECRETARÍA DE PLANEACIÓN, FINANZAS Y ADMINISTRACIÓN (COL)",
      "siglas": "065P04",
      "score": 0.18799850726100786,
      "anio_ejercicio": 2026,
      "estatus": "DESIERTO",
      "fecha_fallo": "2026-08-05T10:00:00.000Z",
      "fecha_publicacion": "2026-07-02T12:00:53.000Z",
      "ganador": null,
      "ganador_slug": null,
      "ganador_rfc_type": null,
      "ganadores": "0",
      "monto_mxn": null
    },
    {
      "numero_procedimiento": "la-84-w53-925002997-n-2-2024",
      "nombre_procedimiento": "CONT.DE SERV.PARA EL PROYECTO DE MODERNIZACIÓN DEL R.P.P.C.",
      "dependencia": "084W53",
      "siglas": "084W53",
      "score": 0.2001414060845491,
      "anio_ejercicio": 2024,
      "estatus": "ADJUDICADO",
      "fecha_fallo": "2024-06-18T13:00:00.000Z",
      "fecha_publicacion": "2024-05-28T11:38:07.000Z",
      "ganador": "ISMAEL BAEZ GERARDO",
      "ganador_slug": "ismael-baez-gerardo",
      "ganador_rfc_type": null,
      "ganadores": "2",
      "monto_mxn": "12116374.00"
    },
    {
      "numero_procedimiento": "la-84-w53-925002997-n-8-2023",
      "nombre_procedimiento": "CONT.SERV. Y SUM.EQ.INFORMÁTICO PROYECTO DE MODERNIZACION ICES 2023",
      "dependencia": "084W53",
      "siglas": "084W53",
      "score": 0.2169945498698358,
      "anio_ejercicio": 2023,
      "estatus": "ADJUDICADO",
      "fecha_fallo": "2023-08-04T12:00:00.000Z",
      "fecha_publicacion": "2023-07-13T11:17:08.000Z",
      "ganador": "PRODUCTOS GLOBALES ONLINE SA DE CV",
      "ganador_slug": "productos-globales-online",
      "ganador_rfc_type": null,
      "ganadores": "2",
      "monto_mxn": "6898501.00"
    },
    {
      "numero_procedimiento": "la-72-r40-913002968-i-2-2024",
      "nombre_procedimiento": "PROYECTO EJECUTIVO DE MODERNIZACION CATASTRAL 2024 BIENES INFORMATICOS",
      "dependencia": "072R40",
      "siglas": "072R40",
      "score": 0.2200005316734892,
      "anio_ejercicio": 2024,
      "estatus": "ADJUDICADO PARCIAL",
      "fecha_fallo": "2024-07-29T14:00:00.000Z",
      "fecha_publicacion": "2024-07-02T13:43:44.000Z",
      "ganador": "CELMILENIUM SA DE CV",
      "ganador_slug": "celmilenium",
      "ganador_rfc_type": null,
      "ganadores": "1",
      "monto_mxn": "725590.11"
    },
    {
      "numero_procedimiento": "la-84-w53-925002997-n-9-2023",
      "nombre_procedimiento": "CONT.SERV.Y SUM.EQ.INF.PROYECTO DE MODERNIZACION RPPYC",
      "dependencia": "084W53",
      "siglas": "084W53",
      "score": 0.22060330036897013,
      "anio_ejercicio": 2023,
      "estatus": "ADJUDICADO",
      "fecha_fallo": "2023-08-04T15:00:00.000Z",
      "fecha_publicacion": "2023-07-13T11:19:26.000Z",
      "ganador": "ISMAEL BAEZ GERARDO",
      "ganador_slug": "ismael-baez-gerardo",
      "ganador_rfc_type": null,
      "ganadores": "2",
      "monto_mxn": "7263219.81"
    }
  ]
}