{
  "id": "AIBD-0148",
  "title": "Veesion gesture-recognition cameras in Coop Szeged's 247 Shop on Szent István tér, unstaffed at night, may have flagged a shopper hiding goods under clothing and led police to the perpetrator within hours, one of three attempts exposed since May 2025",
  "summary": "AI cameras in Szeged's unstaffed-at-night Coop flagged a shopper hiding goods; police caught them within hours, the operators said.",
  "date_observed": "2025-10-09",
  "date_basis": "unassessed",
  "date_precision": "unassessed",
  "benefit_status": null,
  "source_collection": null,
  "source_entry": null,
  "account": "Coop Szeged Zrt. and Laurel Kft. opened the 247 Shop on Szent István tér in Szeged at the end of May 2025. It is staffed by day, automated and unstaffed outside normal hours. Cameras running the French company Veesion's software analyze shoppers' movements without identifying faces. They alert a remote dispatch service to gestures such as concealing goods. On 9 October 2025 the operators issued a press release relayed by Index.hu and MTI. It said over four and a half months the system had exposed three theft attempts. In one, a person hid products under their clothing during night mode. Police caught the perpetrator within hours using the footage. Dates, recovered goods and any police statement are not reported.",
  "category": "protective response",
  "unexpected": false,
  "purpose": "Veesion's gesture-recognition software is built to spot shoplifting movements such as concealing goods and to raise an immediate alert. In Laurel's 247 Shop it is the loss-prevention layer for unstaffed operation. Flagging a concealment was its intended use.",
  "system": "Veesion AI gesture-recognition camera analysis integrated into Laurel Kft.'s 247 Shop hybrid-store platform, with alerts to a remote dispatch service",
  "model_version": "Not reported",
  "developer": "Veesion",
  "deployer": "Coop Szeged Zrt. (store operator), with Laurel Kft. as technology partner",
  "location": "Szeged, Hungary",
  "domain": "Retail loss prevention",
  "segment": "Grocery retail",
  "benefit_type": "Reduced Violence",
  "taxonomy_note": null,
  "registry_ids": {
    "oecd_aim": "2025-10-09-70ff"
  },
  "ratings": [
    {
      "group": "organizational",
      "depth": 2,
      "reason": "The store operator gained a flagged concealment and footage that led police to the perpetrator within hours. Three attempts were exposed over four and a half months of unstaffed night trading. The operators say shrinkage did not rise. All figures are the companies' own. No loss amount or recovery is reported."
    }
  ],
  "ai_role": {
    "status": "unassessed",
    "statement": "By the operators' account, the Veesion analysis flagged the shopper's concealment gesture in real time and alerted the remote dispatcher. The camera footage let police catch the perpetrator within hours. No police statement, loss figure or description of what the dispatcher did at the moment of the alert was found. Whether the theft was stopped in progress or only documented, and whether the goods came back, is unknown. The claim rests on a joint press release by the deployer and its integrator, relayed by independent outlets."
  },
  "evidence": [
    {
      "kind": "news report",
      "citation": "Simon B K (2025). Tolvajokat buktatott le az AI, az első magyar okosboltból próbáltak meg árut kicsenni. Index.hu, 9 October 2025, 20:39; the article says its facts are 'olvasható a sajtóközleményben', i.e. taken from the companies' press release.",
      "title": "Tolvajokat buktatott le az AI, az első magyar okosboltból próbáltak meg árut kicsenni",
      "url": "https://index.hu/gazdasag/2025/10/09/magyar-okosbolt-szeged-ai-lopas-lebuktatas/",
      "date": "2025-10-09",
      "written_by": "independent",
      "quote": "a rendőrség a kamerafelvételek alapján néhány órán belül elfogta az elkövetőt"
    },
    {
      "kind": "news report",
      "citation": "Mínuszos.hu (2025). AI leplezett le tolvajokat a szegedi hibrid okosboltban. Mínuszos.hu, 11 October 2025; names Veesion as a French company and the store as the Szent István tér Coop opened at the end of May.",
      "title": "AI leplezett le tolvajokat a szegedi hibrid okosboltban",
      "url": "https://www.minuszos.hu/ai-leplezett-le-tolvajokat-a-szegedi-hibrid-okosboltban/",
      "date": "2025-10-11",
      "written_by": "independent",
      "quote": "A mesterséges intelligenciával (AI) támogatott rendszer az elmúlt hónapokban három lopási kísérletet is sikeresen azonosított és akadályozott meg."
    },
    {
      "kind": "news report",
      "citation": "ProfitLine.hu / MTI (2025). Újabb hibrid okosboltok kialakítását tervezi a Coop Szeged Zrt. ProfitLine.hu, 11 October 2025, carrying the MTI agency report of the companies' statement; gives 150 square metres, 4,000 SKUs, and quotes István Bessenyei (Laurel) and János Kelemen (Coop Szeged).",
      "title": "Újabb hibrid okosboltok kialakítását tervezi a Coop Szeged Zrt.",
      "url": "https://profitline.hu/ujabb-hibrid-okosboltok-kialakitasat-tervezi-a-coop-szeged-zrt-479176",
      "date": "2025-10-11",
      "written_by": "independent",
      "quote": "az arcok azonosítása nélkül elemzi a vásárlói mozgásokat, és azonnal jelzi a távoli diszpécserszolgálatnak a gyanús viselkedést"
    },
    {
      "kind": "news report",
      "citation": "Turizmus Online / MTI (2025). A szegediek szeretik az okosboltokat – újabbakat nyitnak. Turizmus Online, 13 October 2025; reports 8,500 purchases in four and a half months and no rise in shrinkage despite the longer hours, per the operators.",
      "title": "A szegediek szeretik az okosboltokat – újabbakat nyitnak",
      "url": "https://turizmusonline.hu/cikkek/gasztro/a-szegediek-szeretik-az-okosboltokat--ujabbakat-nyitnak.html",
      "date": "2025-10-13",
      "written_by": "independent",
      "quote": "az új típusú bolt az indulás óta stabilan, a várakozások felett teljesít"
    },
    {
      "kind": "news report",
      "citation": "Economx (2026). Nincs pénztáros, nincs eladó: megnyílt az első magyar személyzet nélküli szupermarket. economx.hu, 30 September 2026.",
      "title": "Nincs pénztáros, nincs eladó: megnyílt az első magyar személyzet nélküli szupermarket",
      "url": "https://www.economx.hu/vallalatok/2026/09/30/coop-szupermarket-szeged-szemelyzet-nelkuli-laurel/",
      "date": "2026-09-30",
      "written_by": "independent",
      "quote": null
    }
  ],
  "replication": {
    "produced_by": [
      "Gesture-recognition analysis watching every shopper during the hours when no staff are present, tuned to concealment movements rather than faces",
      "A remote dispatch service that receives the alert immediately, and camera footage that can be handed to police",
      "A sales floor small enough (150 square meters, 4,000 SKUs) for the cameras to cover it entirely"
    ],
    "must_hold": [
      "The flagged gesture is a real theft rather than an innocent movement. The operators report no false-alarm figures",
      "Police are willing and able to act on the footage quickly, here within hours",
      "The system keeps analyzing movements without identifying faces, as the operators describe it"
    ],
    "echoes": []
  },
  "paired_incident": null,
  "headline": "Veesion alert may have led police to a Szeged shoplifter",
  "metric": "over four and a half months the system had exposed three theft attempts",
  "comparator": {
    "against": "inventory shrinkage under the store's previous staffed-only opening hours",
    "before": null,
    "after": "nem nőtt meg a leltárhiány",
    "basis": "measured",
    "quote": "Tájékoztatásuk szerint a két cég együttműködésével elindult szegedi üzletben négy és fél hónap alatt már 8500-an vásároltak az éjszakai, automata rendszerben, és az egész naposra kiterjesztett nyitvatartással járó jelentős forgalomtöbblet dacára nem nőtt meg a leltárhiány.",
    "url": "https://profitline.hu/ujabb-hibrid-okosboltok-kialakitasat-tervezi-a-coop-szeged-zrt-479176"
  },
  "later": {
    "status": "scaled",
    "date": "2026-09-30",
    "note": "Coop Szeged and Laurel opened a second staffless-after-hours store, a full supermarket on Temesvári körút, on 30 September 2026, after more than 27,000 unstaffed purchases in a year at the first store; the report describes camera monitoring and a remote dispatch service but does not name Veesion.",
    "quote": "most pedig ugyanebben a városban, a Temesvári körúton nyílt meg a második, ami immáron a méreteit tekintve egy kész szupermarket.",
    "url": "https://www.economx.hu/vallalatok/2026/09/30/coop-szupermarket-szeged-szemelyzet-nelkuli-laurel/"
  },
  "value": null,
  "developer_country": "France",
  "deployer_country": "Hungary",
  "unrated_because": null,
  "brief_notes": null,
  "brief": null,
  "revisions": [
    {
      "date": "2026-10-20",
      "change": "Record drafted from the OECD Monitor entry and the cited sources.",
      "source": "https://oecd.ai/en/incidents/2025-10-09-70ff",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Headline reworded to state the event without naming who claims it.",
      "source": null,
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Title reworded to state the event without naming who claims it.",
      "source": null,
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Benefit type set to Reduced Violence under Trustible's full taxonomy of 23 types; it was Improved Organizational Efficiency among the six first used.",
      "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Added what the benefit is measured against, what happened since from the cited sources.",
      "source": "https://profitline.hu/ujabb-hibrid-okosboltok-kialakitasat-tervezi-a-coop-szeged-zrt-479176; https://www.economx.hu/vallalatok/2026/09/30/coop-szupermarket-szeged-szemelyzet-nelkuli-laurel/",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Country of the developer and the deployer added from the organization's own site or a registry.",
      "source": "https://veesion.io/mentions-legales/; https://www.coopszeged.hu/kapcsolat",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Prose pass: a rating reason, account, purpose, the replication conditions, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
      "source": null,
      "editor": "AIBD"
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  ],
  "confidence": "reported",
  "shade": "medium",
  "claim_status": "Independently reported",
  "claim_basis": "Sources: five independent news reports. The cited evidence includes no independent study or report and no finding by a regulator or court.",
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        "state": "not_assessed",
        "provenance": {
          "kind": "legacy_record",
          "basis": "Mapped from the existing case description without a new external source review.",
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            "metric"
          ],
          "source_refs": []
        },
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations",
        "display": {
          "answer": "over four and a half months the system had exposed three theft attempts",
          "editor_note": ""
        }
      },
      "evaluations[].reproduction_materials": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].setting_sample": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].uncertainty_limitations": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "external_references[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "registry_ids": {
              "oecd_aim": "2025-10-09-70ff"
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "registry_ids"
          ],
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        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "follow_up[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "later": {
              "status": "scaled",
              "date": "2026-09-30",
              "note": "Coop Szeged and Laurel opened a second staffless-after-hours store, a full supermarket on Temesvári körút, on 30 September 2026, after more than 27,000 unstaffed purchases in a year at the first store; the report describes camera monitoring and a remote dispatch service but does not name Veesion.",
              "quote": "most pedig ugyanebben a városban, a Temesvári körúton nyílt meg a második, ami immáron a méreteit tekintve egy kész szupermarket.",
              "url": "https://www.economx.hu/vallalatok/2026/09/30/coop-szupermarket-szeged-szemelyzet-nelkuli-laurel/"
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
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          ],
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        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "human_oversight": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "id": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "id": "AIBD-0148"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "id"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "infrastructure_dependencies[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].beneficiaries": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].beneficiary_count": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].benefit_type": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "benefit_type": "Reduced Violence"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
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          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].claim": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "account": "Coop Szeged Zrt. and Laurel Kft. opened the 247 Shop on Szent István tér in Szeged at the end of May 2025. It is staffed by day, automated and unstaffed outside normal hours. Cameras running the French company Veesion's software analyze shoppers' movements without identifying faces. They alert a remote dispatch service to gestures such as concealing goods. On 9 October 2025 the operators issued a press release relayed by Index.hu and MTI. It said over four and a half months the system had exposed three theft attempts. In one, a person hid products under their clothing during night mode. Police caught the perpetrator within hours using the footage. Dates, recovered goods and any police statement are not reported.",
            "benefit_type": "Reduced Violence"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
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        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].distribution": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].duration": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].id": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].stakeholder_group": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "organizational",
                "depth": 2,
                "reason": "The store operator gained a flagged concealment and footage that led police to the perpetrator within hours. Three attempts were exposed over four and a half months of unstaffed night trading. The operators say shrinkage did not rise. All figures are the companies' own. No loss amount or recovery is reported."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].status": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].tradeoffs": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].unexpected": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "unexpected": false,
            "purpose": "Veesion's gesture-recognition software is built to spot shoplifting movements such as concealing goods and to raise an immediate alert. In Laurel's 247 Shop it is the loss-prevention layer for unstaffed operation. Flagging a concealment was its intended use."
          }
        },
        "provenance": {
          "kind": "legacy_record",
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          "record_fields": [
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          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "places[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "location": "Szeged, Hungary",
            "developer_country": "France",
            "deployer_country": "Hungary"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "location",
            "developer_country",
            "deployer_country"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "purpose": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "purpose": "Veesion's gesture-recognition software is built to spot shoplifting movements such as concealing goods and to raise an immediate alert. In Laurel's 247 Shop it is the loss-prevention layer for unstaffed operation. Flagging a concealment was its intended use."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "purpose"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
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      },
      "record_dates": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "date_observed": "2025-10-09",
            "revisions": [
              {
                "date": "2026-10-20",
                "change": "Record drafted from the OECD Monitor entry and the cited sources.",
                "source": "https://oecd.ai/en/incidents/2025-10-09-70ff",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Headline reworded to state the event without naming who claims it.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Title reworded to state the event without naming who claims it.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Benefit type set to Reduced Violence under Trustible's full taxonomy of 23 types; it was Improved Organizational Efficiency among the six first used.",
                "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Added what the benefit is measured against, what happened since from the cited sources.",
                "source": "https://profitline.hu/ujabb-hibrid-okosboltok-kialakitasat-tervezi-a-coop-szeged-zrt-479176; https://www.economx.hu/vallalatok/2026/09/30/coop-szupermarket-szeged-szemelyzet-nelkuli-laurel/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Country of the developer and the deployer added from the organization's own site or a registry.",
                "source": "https://veesion.io/mentions-legales/; https://www.coopszeged.hu/kapcsolat",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Prose pass: a rating reason, account, purpose, the replication conditions, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
                "editor": "AIBD"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "date_observed",
            "revisions"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "replication.attempts[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "replication.conditions": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "replication": {
              "produced_by": [
                "Gesture-recognition analysis watching every shopper during the hours when no staff are present, tuned to concealment movements rather than faces",
                "A remote dispatch service that receives the alert immediately, and camera footage that can be handed to police",
                "A sales floor small enough (150 square meters, 4,000 SKUs) for the cameras to cover it entirely"
              ],
              "must_hold": [
                "The flagged gesture is a real theft rather than an innocent movement. The operators report no false-alarm figures",
                "Police are willing and able to act on the footage quickly, here within hours",
                "The system keeps analyzing movements without identifying faces, as the operators describe it"
              ],
              "echoes": []
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "revision_history[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "revisions": [
              {
                "date": "2026-10-20",
                "change": "Record drafted from the OECD Monitor entry and the cited sources.",
                "source": "https://oecd.ai/en/incidents/2025-10-09-70ff",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Headline reworded to state the event without naming who claims it.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Title reworded to state the event without naming who claims it.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Benefit type set to Reduced Violence under Trustible's full taxonomy of 23 types; it was Improved Organizational Efficiency among the six first used.",
                "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Added what the benefit is measured against, what happened since from the cited sources.",
                "source": "https://profitline.hu/ujabb-hibrid-okosboltok-kialakitasat-tervezi-a-coop-szeged-zrt-479176; https://www.economx.hu/vallalatok/2026/09/30/coop-szupermarket-szeged-szemelyzet-nelkuli-laurel/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Country of the developer and the deployer added from the organization's own site or a registry.",
                "source": "https://veesion.io/mentions-legales/; https://www.coopszeged.hu/kapcsolat",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Prose pass: a rating reason, account, purpose, the replication conditions, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
                "editor": "AIBD"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "revisions"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sector": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "domain": "Retail loss prevention",
            "segment": "Grocery retail"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "domain",
            "segment"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].access_version": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "sources[].citation_locator": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "evidence": [
              {
                "kind": "news report",
                "citation": "Simon B K (2025). Tolvajokat buktatott le az AI, az első magyar okosboltból próbáltak meg árut kicsenni. Index.hu, 9 October 2025, 20:39; the article says its facts are 'olvasható a sajtóközleményben', i.e. taken from the companies' press release.",
                "title": "Tolvajokat buktatott le az AI, az első magyar okosboltból próbáltak meg árut kicsenni",
                "url": "https://index.hu/gazdasag/2025/10/09/magyar-okosbolt-szeged-ai-lopas-lebuktatas/",
                "date": "2025-10-09",
                "written_by": "independent",
                "quote": "a rendőrség a kamerafelvételek alapján néhány órán belül elfogta az elkövetőt"
              },
              {
                "kind": "news report",
                "citation": "Mínuszos.hu (2025). AI leplezett le tolvajokat a szegedi hibrid okosboltban. Mínuszos.hu, 11 October 2025; names Veesion as a French company and the store as the Szent István tér Coop opened at the end of May.",
                "title": "AI leplezett le tolvajokat a szegedi hibrid okosboltban",
                "url": "https://www.minuszos.hu/ai-leplezett-le-tolvajokat-a-szegedi-hibrid-okosboltban/",
                "date": "2025-10-11",
                "written_by": "independent",
                "quote": "A mesterséges intelligenciával (AI) támogatott rendszer az elmúlt hónapokban három lopási kísérletet is sikeresen azonosított és akadályozott meg."
              },
              {
                "kind": "news report",
                "citation": "ProfitLine.hu / MTI (2025). Újabb hibrid okosboltok kialakítását tervezi a Coop Szeged Zrt. ProfitLine.hu, 11 October 2025, carrying the MTI agency report of the companies' statement; gives 150 square metres, 4,000 SKUs, and quotes István Bessenyei (Laurel) and János Kelemen (Coop Szeged).",
                "title": "Újabb hibrid okosboltok kialakítását tervezi a Coop Szeged Zrt.",
                "url": "https://profitline.hu/ujabb-hibrid-okosboltok-kialakitasat-tervezi-a-coop-szeged-zrt-479176",
                "date": "2025-10-11",
                "written_by": "independent",
                "quote": "az arcok azonosítása nélkül elemzi a vásárlói mozgásokat, és azonnal jelzi a távoli diszpécserszolgálatnak a gyanús viselkedést"
              },
              {
                "kind": "news report",
                "citation": "Turizmus Online / MTI (2025). A szegediek szeretik az okosboltokat – újabbakat nyitnak. Turizmus Online, 13 October 2025; reports 8,500 purchases in four and a half months and no rise in shrinkage despite the longer hours, per the operators.",
                "title": "A szegediek szeretik az okosboltokat – újabbakat nyitnak",
                "url": "https://turizmusonline.hu/cikkek/gasztro/a-szegediek-szeretik-az-okosboltokat--ujabbakat-nyitnak.html",
                "date": "2025-10-13",
                "written_by": "independent",
                "quote": "az új típusú bolt az indulás óta stabilan, a várakozások felett teljesít"
              },
              {
                "kind": "news report",
                "citation": "Economx (2026). Nincs pénztáros, nincs eladó: megnyílt az első magyar személyzet nélküli szupermarket. economx.hu, 30 September 2026.",
                "title": "Nincs pénztáros, nincs eladó: megnyílt az első magyar személyzet nélküli szupermarket",
                "url": "https://www.economx.hu/vallalatok/2026/09/30/coop-szupermarket-szeged-szemelyzet-nelkuli-laurel/",
                "date": "2026-09-30",
                "written_by": "independent"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
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          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].id": {
        "state": "value_present",
        "value": {
          "kind": "identifiers",
          "identifiers": [
            "AIBD-0148-source-0001",
            "AIBD-0148-source-0002",
            "AIBD-0148-source-0003",
            "AIBD-0148-source-0004",
            "AIBD-0148-source-0005"
          ],
          "role": "Existing evidence items, in their original order"
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Stable within the fingerprinted record version; no source content or source review has been added.",
          "record_fields": [],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "complete"
      },
      "sources[].language": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "sources[].relationship": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "evidence": [
              {
                "kind": "news report",
                "citation": "Simon B K (2025). Tolvajokat buktatott le az AI, az első magyar okosboltból próbáltak meg árut kicsenni. Index.hu, 9 October 2025, 20:39; the article says its facts are 'olvasható a sajtóközleményben', i.e. taken from the companies' press release.",
                "title": "Tolvajokat buktatott le az AI, az első magyar okosboltból próbáltak meg árut kicsenni",
                "url": "https://index.hu/gazdasag/2025/10/09/magyar-okosbolt-szeged-ai-lopas-lebuktatas/",
                "date": "2025-10-09",
                "written_by": "independent",
                "quote": "a rendőrség a kamerafelvételek alapján néhány órán belül elfogta az elkövetőt"
              },
              {
                "kind": "news report",
                "citation": "Mínuszos.hu (2025). AI leplezett le tolvajokat a szegedi hibrid okosboltban. Mínuszos.hu, 11 October 2025; names Veesion as a French company and the store as the Szent István tér Coop opened at the end of May.",
                "title": "AI leplezett le tolvajokat a szegedi hibrid okosboltban",
                "url": "https://www.minuszos.hu/ai-leplezett-le-tolvajokat-a-szegedi-hibrid-okosboltban/",
                "date": "2025-10-11",
                "written_by": "independent",
                "quote": "A mesterséges intelligenciával (AI) támogatott rendszer az elmúlt hónapokban három lopási kísérletet is sikeresen azonosított és akadályozott meg."
              },
              {
                "kind": "news report",
                "citation": "ProfitLine.hu / MTI (2025). Újabb hibrid okosboltok kialakítását tervezi a Coop Szeged Zrt. ProfitLine.hu, 11 October 2025, carrying the MTI agency report of the companies' statement; gives 150 square metres, 4,000 SKUs, and quotes István Bessenyei (Laurel) and János Kelemen (Coop Szeged).",
                "title": "Újabb hibrid okosboltok kialakítását tervezi a Coop Szeged Zrt.",
                "url": "https://profitline.hu/ujabb-hibrid-okosboltok-kialakitasat-tervezi-a-coop-szeged-zrt-479176",
                "date": "2025-10-11",
                "written_by": "independent",
                "quote": "az arcok azonosítása nélkül elemzi a vásárlói mozgásokat, és azonnal jelzi a távoli diszpécserszolgálatnak a gyanús viselkedést"
              },
              {
                "kind": "news report",
                "citation": "Turizmus Online / MTI (2025). A szegediek szeretik az okosboltokat – újabbakat nyitnak. Turizmus Online, 13 October 2025; reports 8,500 purchases in four and a half months and no rise in shrinkage despite the longer hours, per the operators.",
                "title": "A szegediek szeretik az okosboltokat – újabbakat nyitnak",
                "url": "https://turizmusonline.hu/cikkek/gasztro/a-szegediek-szeretik-az-okosboltokat--ujabbakat-nyitnak.html",
                "date": "2025-10-13",
                "written_by": "independent",
                "quote": "az új típusú bolt az indulás óta stabilan, a várakozások felett teljesít"
              },
              {
                "kind": "news report",
                "citation": "Economx (2026). Nincs pénztáros, nincs eladó: megnyílt az első magyar személyzet nélküli szupermarket. economx.hu, 30 September 2026.",
                "title": "Nincs pénztáros, nincs eladó: megnyílt az első magyar személyzet nélküli szupermarket",
                "url": "https://www.economx.hu/vallalatok/2026/09/30/coop-szupermarket-szeged-szemelyzet-nelkuli-laurel/",
                "date": "2026-09-30",
                "written_by": "independent"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "evidence"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].upstream_sources": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "strategic_assessments[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "strategic assessments"
      },
      "summary": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "summary": "AI cameras in Szeged's unstaffed-at-night Coop flagged a shopper hiding goods; police caught them within hours, the operators said.",
            "account": "Coop Szeged Zrt. and Laurel Kft. opened the 247 Shop on Szent István tér in Szeged at the end of May 2025. It is staffed by day, automated and unstaffed outside normal hours. Cameras running the French company Veesion's software analyze shoppers' movements without identifying faces. They alert a remote dispatch service to gestures such as concealing goods. On 9 October 2025 the operators issued a press release relayed by Index.hu and MTI. It said over four and a half months the system had exposed three theft attempts. In one, a person hid products under their clothing during night mode. Police caught the perpetrator within hours using the footage. Dates, recovered goods and any police statement are not reported."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "summary",
            "account"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].autonomy_permissions": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].component_role": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].deployment_configuration": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].inputs_outputs": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].model_name": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].model_version": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "model_version": "Not reported"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "model_version"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial",
        "display": {
          "answer": "Exact release not established.",
          "editor_note": ""
        }
      },
      "systems[].product_name": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "system": "Veesion AI gesture-recognition camera analysis integrated into Laurel Kft.'s 247 Shop hybrid-store platform, with alerts to a remote dispatch service"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "system"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].provider": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "application_developer": "Veesion"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Mapped from the existing case description without a new external source review.",
          "record_fields": [
            "developer"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "taxonomy_crosswalks[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "title": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "title": "Veesion gesture-recognition cameras in Coop Szeged's 247 Shop on Szent István tér, unstaffed at night, may have flagged a shopper hiding goods under clothing and led police to the perpetrator within hours, one of three attempts exposed since May 2025",
            "headline": "Veesion alert may have led police to a Szeged shoplifter"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "title",
            "headline"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "version": {
        "state": "value_present",
        "value": {
          "kind": "identifiers",
          "identifiers": [
            "426c9b02e8e63eb5fd423b6a1cf78ec516aaabb2e070563d9f80bd9468b3faa2"
          ],
          "role": "SHA-256 of normalized original case data"
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Deterministic content version assigned by the local migration.",
          "record_fields": [],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "complete"
      },
      "workflow": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "account": "Coop Szeged Zrt. and Laurel Kft. opened the 247 Shop on Szent István tér in Szeged at the end of May 2025. It is staffed by day, automated and unstaffed outside normal hours. Cameras running the French company Veesion's software analyze shoppers' movements without identifying faces. They alert a remote dispatch service to gestures such as concealing goods. On 9 October 2025 the operators issued a press release relayed by Index.hu and MTI. It said over four and a half months the system had exposed three theft attempts. In one, a person hid products under their clothing during night mode. Police caught the perpetrator within hours using the footage. Dates, recovered goods and any police statement are not reported.",
            "replication": {
              "produced_by": [
                "Gesture-recognition analysis watching every shopper during the hours when no staff are present, tuned to concealment movements rather than faces",
                "A remote dispatch service that receives the alert immediately, and camera footage that can be handed to police",
                "A sales floor small enough (150 square meters, 4,000 SKUs) for the cameras to cover it entirely"
              ],
              "must_hold": [
                "The flagged gesture is a real theft rather than an innocent movement. The operators report no false-alarm figures",
                "Police are willing and able to act on the footage quickly, here within hours",
                "The system keeps analyzing movements without identifying faces, as the operators describe it"
              ],
              "echoes": []
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "account",
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      }
    },
    "summary": {
      "total": 91,
      "addressed": 91,
      "known": 29,
      "reviewed": 0,
      "record_mapped": 29,
      "not_assessed": 62,
      "complete": false,
      "by_state": {
        "value_present": 29,
        "not_reported": 0,
        "unresolved": 0,
        "not_assessed": 62,
        "not_applicable": 0,
        "withheld": 0,
        "source_unavailable": 0
      }
    }
  }
}