{"id":"AIBD-1232","title":"Legal Daily reports that Hubei's AI-assisted case-handling system, built for 21 offences, has helped prosecutors handle more than 10,000 cases and cut days of file review to hours","summary":"Legal Daily reports that Hubei's AI-assisted case-handling system, built for 21 offences, has helped prosecutors handle more than 10,000 cases and cut days of file review to hours.","date_observed":"2026-11-04","date_basis":"source publication","date_precision":"day","benefit_status":"reported","account":"Hubei's procuratorates in China built an AI-assisted case-handling system for 21 offences and put all of it on the computing platform of the Supreme People's Procuratorate. Legal Daily reported on 4 November 2026 that by the end of August the system had helped handle more than 10,000 cases across the province. File review, cross-checking and screening that used to take days can be compressed into a few hours. In one drug-trafficking prosecution, its funds-analysis module flagged two abnormal transactions. Prosecutors followed the lead and established further offences, all of which the court upheld. The figures come from the procuratorates, as the newspaper relays them, and no outside evaluation is cited.","category":"aggregate result","unexpected":false,"purpose":"Hubei's procuratorates built the system to help prosecutors review files and analyze evidence for 21 offences.","system":"智能辅助办案系统 (AI-assisted case-handling system)","model_version":null,"developer":"Hubei Provincial People's Procuratorate with Hubei Big Data Group and FiberHome","deployer":"People's procuratorates of Hubei Province","location":"Hubei, China","domain":"Criminal justice / prosecution","segment":null,"registry_ids":{},"ratings":[{"group":"organizational","depth":2,"reason":"Prosecutors report that days of file review now take hours, and in one prosecution the system's lead helped establish further offences that the court upheld."}],"ai_role":{"status":"unassessed","statement":"The procuratorates credit the system with faster review and one lead, but no comparison or outside evaluation separates its part."},"evidence":[{"kind":"news report","citation":"Legal Daily (法治日报), 4 November 2026, mirrored on Ifeng on 5 November 2026.","title":"湖北检察智能辅助办案","url":"https://feng.ifeng.com/c/8xo0iaG9iwo","date":"2026-11-04","written_by":"deployer","quote":"以往需数天梳理的阅卷、核对、排查工作，依托智能辅助办案系统可压缩至数小时内完成","quote_translation":"File review, cross-checking and screening work that used to take days to sort out can be compressed into a few hours with the intelligent case-assistance system."},{"kind":"news report","citation":"Legal Daily, 4 November 2026. On the cases handled.","title":"湖北检察智能辅助办案","url":"https://feng.ifeng.com/c/8xo0iaG9iwo","date":"2026-11-04","written_by":"deployer","quote":"截至今年8月底，湖北已完成21个罪名智能辅助办案系统研发，全部上线最高检智算平台，累计辅助全省万余件案件办理","quote_translation":"By the end of August this year, Hubei had completed development of the intelligent case-assistance system for 21 offences, all put online on the Supreme People's Procuratorate's computing platform, and had assisted more than 10,000 cases across the province."},{"kind":"news report","citation":"Legal Daily, 4 November 2026. On the drug-trafficking prosecution.","title":"湖北检察智能辅助办案","url":"https://feng.ifeng.com/c/8xo0iaG9iwo","date":"2026-11-04","written_by":"deployer","quote":"系统资金分析模块提示2笔异常交易，顺着这条线索深挖，他和同事们追加认定了多笔犯罪事实，并全部得到法院支持","quote_translation":"The system's funds-analysis module flagged two abnormal transactions; following that lead, he and his colleagues established several further criminal facts, all of which the court upheld."}],"replication":{"produced_by":["A system with modules for file review and funds analysis, built offence by offence","Prosecutors who follow its leads and decide"],"must_hold":["Prosecutors must verify each lead before they rely on it","The system covers only the offences it was built for"],"echoes":[]},"paired_incident":null,"headline":"Hubei prosecutors' *AI case system* cuts days of file review to hours","metric":"more than 10,000 cases","comparator":null,"later":{"status":"unknown","date":null,"note":"The benefit was first reported on 4 November 2026, and no later report was found.","quote":null,"url":null},"learns_from_data":{"value":"not shown","note":"The report does not describe how the system was built.","quote":null,"url":null},"benefit_categories":["operational_improvement"],"scsp_example":"Faster data management, decision-making","size":{"reach":{"band":null,"fact":null,"quote":null,"url":null,"reason":"The sources do not count the procuratorates or prosecutors that use the system."},"duration":{"band":null,"fact":null,"quote":null,"url":null,"reason":"The sources do not say when the system went into use."},"distribution":{"band":null,"fact":null,"quote":null,"url":null,"reason":"The sources compare no groups."},"frequency":{"band":null,"fact":null,"quote":null,"url":null,"reason":"The sources give a total of cases but no period of use."}},"value":null,"developer_country":"China","deployer_country":"China","unrated_because":null,"brief_notes":null,"brief":null,"confidence":"claimed","shade":"low","claim_status":"The deployer's account","claim_basis":"Sources: the deployer's news report. The cited evidence includes no independent source and no finding by an external body.","case_jurisdictions":["China"],"design":"no comparison","certainty":"very low","certainty_reasons":["Starts very low because no comparison was measured."],"profile":{"case_id":"AIBD-1232","source_ids":["AIBD-1232-source-0001","AIBD-1232-source-0002","AIBD-1232-source-0003"],"families":{"strategic assessments":{"state":"unresolved","record_ids":[]},"evaluations":{"state":"unresolved","record_ids":[]},"monetary observations":{"state":"unresolved","record_ids":[]},"institutional decisions":{"state":"unresolved","record_ids":[]}},"fields":{"actors[]":{"state":"value_present","value":{"kind":"record_fields","fields":{"developer":"Hubei Provincial People's Procuratorate with Hubei Big Data Group and FiberHome","deployer":"People's procuratorates of Hubei Province"}}},"actors[].ownership_control":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"ai_contribution":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"ai_relationship":{"state":"value_present","value":{"kind":"record_fields","fields":{"category":"aggregate result","ai_role":{"status":"unassessed","statement":"The procuratorates credit the system with faster review and one lead, but no comparison or outside evaluation separates its part."}}}},"assessments[].alternatives":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"assessments[].assessor_date":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"assessments[].depth":{"state":"value_present","value":{"kind":"record_fields","fields":{"ratings":[{"group":"organizational","depth":2,"reason":"Prosecutors report that days of file review now take hours, and in one prosecution the system's lead helped establish further offences that the court upheld."}]}}},"assessments[].display_confidence":{"state":"value_present","value":{"kind":"structured","data":{"confidence":"low","evidence_word":"claimed","claim_status":"The deployer's account","basis":"Sources: the deployer's news report. The cited evidence includes no independent source and no finding by an external body.","interpretation":"Existing display rule preserved; the richer outcome-specific confidence question still needs review."}}},"assessments[].rationale":{"state":"value_present","value":{"kind":"record_fields","fields":{"ratings":[{"group":"organizational","depth":2,"reason":"Prosecutors report that days of file review now take hours, and in one prosecution the system's lead helped establish further offences that the court upheld."}]}}},"assessments[].rubric_version":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"assessments[].status_basis":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"assessments[].target":{"state":"value_present","value":{"kind":"record_fields","fields":{"ratings":[{"group":"organizational","depth":2,"reason":"Prosecutors report that days of file review now take hours, and in one prosecution the system's lead helped establish further offences that the court upheld."}]}}},"availability":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"brief":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"case_kind":{"state":"value_present","value":{"kind":"structured","data":{"classification":"program or activity","answer":"A program or activity. A provincial prosecution program.","scope":"The period and activity described in the case."}},"display":{"answer":"A program or activity. A provincial prosecution program.","inferred":false},"source_refs":["AIBD-1232-source-0001"]},"case_links[]":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"claims[].evidence_links":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"claims[].evidence_strength":{"state":"value_present","value":{"kind":"structured","data":{"answer":"The deployer's account. Sources: the deployer's news report. The cited evidence includes no independent source and no finding by an external body.","evidence_word":"claimed","claim_status":"The deployer's account"}},"display":{"answer":"The deployer's account. Sources: the deployer's news report. The cited evidence includes no independent source and no finding by an external body.","inferred":false},"source_refs":["AIBD-1232-source-0001","AIBD-1232-source-0002","AIBD-1232-source-0003"]},"claims[].missingness":{"state":"value_present","value":{"kind":"text","text":"The figures come from the procuratorates as the newspaper relays them, and no outside evaluation separates the system's part from prosecutors' work."},"display":{"answer":"The figures come from the procuratorates as the newspaper relays them, and no outside evaluation separates the system's part from prosecutors' work.","inferred":false},"source_refs":["AIBD-1232-source-0001"]},"claims[].proposition":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"cross_border_flows[]":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"decisions[].action_outcome":{"state":"unresolved","family":"institutional decisions"},"decisions[].grounds":{"state":"unresolved","family":"institutional decisions"},"decisions[].institution_task":{"state":"unresolved","family":"institutional decisions"},"decisions[].success_criterion":{"state":"unresolved","family":"institutional decisions"},"deployment_stage":{"state":"value_present","value":{"kind":"structured","data":{"classification":"routine use","answer":"The system was in routine use. The system is online for all 21 offences on the national platform.","scope":"The period and activity described in the case."}},"display":{"answer":"The system was in routine use. The system is online for all 21 offences on the national platform.","inferred":false},"source_refs":["AIBD-1232-source-0001"]},"economics[].amount":{"state":"unresolved","family":"monetary observations"},"economics[].costs[]":{"state":"unresolved","family":"monetary observations"},"economics[].counterfactual":{"state":"unresolved","family":"monetary observations"},"economics[].currency_price_basis":{"state":"unresolved","family":"monetary observations"},"economics[].gross_net":{"state":"unresolved","family":"monetary observations"},"economics[].measure_type":{"state":"unresolved","family":"monetary observations"},"economics[].period_unit":{"state":"unresolved","family":"monetary observations"},"economics[].realization":{"state":"unresolved","family":"monetary observations"},"economics[].recipient_payer":{"state":"unresolved","family":"monetary observations"},"economics[].return_payback":{"state":"unresolved","family":"monetary observations"},"economics[].valuation_method":{"state":"unresolved","family":"monetary observations"},"evaluations[].ai_uplift":{"state":"unresolved","family":"evaluations"},"evaluations[].comparator":{"state":"unresolved","family":"evaluations"},"evaluations[].design":{"state":"unresolved","family":"evaluations"},"evaluations[].effect":{"state":"unresolved","family":"evaluations"},"evaluations[].exposure":{"state":"unresolved","family":"evaluations"},"evaluations[].id":{"state":"unresolved","family":"evaluations"},"evaluations[].measurement_method":{"state":"unresolved","family":"evaluations"},"evaluations[].metric":{"state":"unresolved","family":"evaluations"},"evaluations[].reproduction_materials":{"state":"unresolved","family":"evaluations"},"evaluations[].setting_sample":{"state":"unresolved","family":"evaluations"},"evaluations[].uncertainty_limitations":{"state":"unresolved","family":"evaluations"},"external_references[]":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"follow_up[]":{"state":"value_present","value":{"kind":"record_fields","fields":{"later":{"status":"unknown","note":"The benefit was first reported on 4 November 2026, and no later report was found."}}}},"human_oversight":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"id":{"state":"value_present","value":{"kind":"record_fields","fields":{"id":"AIBD-1232"}}},"infrastructure_dependencies[]":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"outcomes[].beneficiaries":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"outcomes[].beneficiary_count":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"outcomes[].claim":{"state":"value_present","value":{"kind":"record_fields","fields":{"account":"Hubei's procuratorates in China built an AI-assisted case-handling system for 21 offences and put all of it on the computing platform of the Supreme People's Procuratorate. Legal Daily reported on 4 November 2026 that by the end of August the system had helped handle more than 10,000 cases across the province. File review, cross-checking and screening that used to take days can be compressed into a few hours. In one drug-trafficking prosecution, its funds-analysis module flagged two abnormal transactions. Prosecutors followed the lead and established further offences, all of which the court upheld. The figures come from the procuratorates, as the newspaper relays them, and no outside evaluation is cited."}}},"outcomes[].distribution":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"outcomes[].duration":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"outcomes[].id":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"outcomes[].stakeholder_group":{"state":"value_present","value":{"kind":"record_fields","fields":{"ratings":[{"group":"organizational","depth":2,"reason":"Prosecutors report that days of file review now take hours, and in one prosecution the system's lead helped establish further offences that the court upheld."}]}}},"outcomes[].status":{"state":"value_present","value":{"kind":"record_fields","fields":{"benefit_status":"reported"}}},"outcomes[].tradeoffs":{"state":"value_present","value":{"kind":"text","text":"No costs or harms are reported in the sources."},"display":{"answer":"No costs or harms are reported in the sources.","inferred":false},"source_refs":["AIBD-1232-source-0001","AIBD-1232-source-0002","AIBD-1232-source-0003"]},"outcomes[].unexpected":{"state":"value_present","value":{"kind":"record_fields","fields":{"unexpected":false,"purpose":"Hubei's procuratorates built the system to help prosecutors review files and analyze evidence for 21 offences."}}},"places[]":{"state":"value_present","value":{"kind":"record_fields","fields":{"location":"Hubei, China","developer_country":"China","deployer_country":"China"}}},"purpose":{"state":"value_present","value":{"kind":"record_fields","fields":{"purpose":"Hubei's procuratorates built the system to help prosecutors review files and analyze evidence for 21 offences."}}},"record_dates":{"state":"value_present","value":{"kind":"record_fields","fields":{"date_observed":"2026-11-04","date_basis":"source publication","date_precision":"day"}}},"replication.attempts[]":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"replication.conditions":{"state":"value_present","value":{"kind":"record_fields","fields":{"replication":{"produced_by":["A system with modules for file review and funds analysis, built offence by offence","Prosecutors who follow its leads and decide"],"must_hold":["Prosecutors must verify each lead before they rely on it","The system covers only the offences it was built for"],"echoes":[]}}}},"sector":{"state":"value_present","value":{"kind":"record_fields","fields":{"domain":"Criminal justice / prosecution"}}},"sources[].access_version":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"sources[].citation_locator":{"state":"value_present","value":{"kind":"record_fields","fields":{"evidence":[{"kind":"news report","citation":"Legal Daily (法治日报), 4 November 2026, mirrored on Ifeng on 5 November 2026.","title":"湖北检察智能辅助办案","url":"https://feng.ifeng.com/c/8xo0iaG9iwo","date":"2026-11-04","written_by":"deployer","quote":"以往需数天梳理的阅卷、核对、排查工作，依托智能辅助办案系统可压缩至数小时内完成","quote_translation":"File review, cross-checking and screening work that used to take days to sort out can be compressed into a few hours with the intelligent case-assistance system."},{"kind":"news report","citation":"Legal Daily, 4 November 2026. On the cases handled.","title":"湖北检察智能辅助办案","url":"https://feng.ifeng.com/c/8xo0iaG9iwo","date":"2026-11-04","written_by":"deployer","quote":"截至今年8月底，湖北已完成21个罪名智能辅助办案系统研发，全部上线最高检智算平台，累计辅助全省万余件案件办理","quote_translation":"By the end of August this year, Hubei had completed development of the intelligent case-assistance system for 21 offences, all put online on the Supreme People's Procuratorate's computing platform, and had assisted more than 10,000 cases across the province."},{"kind":"news report","citation":"Legal Daily, 4 November 2026. On the drug-trafficking prosecution.","title":"湖北检察智能辅助办案","url":"https://feng.ifeng.com/c/8xo0iaG9iwo","date":"2026-11-04","written_by":"deployer","quote":"系统资金分析模块提示2笔异常交易，顺着这条线索深挖，他和同事们追加认定了多笔犯罪事实，并全部得到法院支持","quote_translation":"The system's funds-analysis module flagged two abnormal transactions; following that lead, he and his colleagues established several further criminal facts, all of which the court upheld."}]}}},"sources[].id":{"state":"value_present","value":{"kind":"identifiers","identifiers":["AIBD-1232-source-0001","AIBD-1232-source-0002","AIBD-1232-source-0003"],"role":"Existing evidence items, in their original order"}},"sources[].language":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"sources[].relationship":{"state":"value_present","value":{"kind":"record_fields","fields":{"evidence":[{"kind":"news report","citation":"Legal Daily (法治日报), 4 November 2026, mirrored on Ifeng on 5 November 2026.","title":"湖北检察智能辅助办案","url":"https://feng.ifeng.com/c/8xo0iaG9iwo","date":"2026-11-04","written_by":"deployer","quote":"以往需数天梳理的阅卷、核对、排查工作，依托智能辅助办案系统可压缩至数小时内完成","quote_translation":"File review, cross-checking and screening work that used to take days to sort out can be compressed into a few hours with the intelligent case-assistance system."},{"kind":"news report","citation":"Legal Daily, 4 November 2026. On the cases handled.","title":"湖北检察智能辅助办案","url":"https://feng.ifeng.com/c/8xo0iaG9iwo","date":"2026-11-04","written_by":"deployer","quote":"截至今年8月底，湖北已完成21个罪名智能辅助办案系统研发，全部上线最高检智算平台，累计辅助全省万余件案件办理","quote_translation":"By the end of August this year, Hubei had completed development of the intelligent case-assistance system for 21 offences, all put online on the Supreme People's Procuratorate's computing platform, and had assisted more than 10,000 cases across the province."},{"kind":"news report","citation":"Legal Daily, 4 November 2026. On the drug-trafficking prosecution.","title":"湖北检察智能辅助办案","url":"https://feng.ifeng.com/c/8xo0iaG9iwo","date":"2026-11-04","written_by":"deployer","quote":"系统资金分析模块提示2笔异常交易，顺着这条线索深挖，他和同事们追加认定了多笔犯罪事实，并全部得到法院支持","quote_translation":"The system's funds-analysis module flagged two abnormal transactions; following that lead, he and his colleagues established several further criminal facts, all of which the court upheld."}]}}},"sources[].upstream_sources":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"strategic_assessments[]":{"state":"unresolved","family":"strategic assessments"},"summary":{"state":"value_present","value":{"kind":"record_fields","fields":{"summary":"Legal Daily reports that Hubei's AI-assisted case-handling system, built for 21 offences, has helped prosecutors handle more than 10,000 cases and cut days of file review to hours.","account":"Hubei's procuratorates in China built an AI-assisted case-handling system for 21 offences and put all of it on the computing platform of the Supreme People's Procuratorate. Legal Daily reported on 4 November 2026 that by the end of August the system had helped handle more than 10,000 cases across the province. File review, cross-checking and screening that used to take days can be compressed into a few hours. In one drug-trafficking prosecution, its funds-analysis module flagged two abnormal transactions. Prosecutors followed the lead and established further offences, all of which the court upheld. 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Legal Daily reported on 4 November 2026 that by the end of August the system had helped handle more than 10,000 cases across the province. File review, cross-checking and screening that used to take days can be compressed into a few hours. In one drug-trafficking prosecution, its funds-analysis module flagged two abnormal transactions. Prosecutors followed the lead and established further offences, all of which the court upheld. The figures come from the procuratorates, as the newspaper relays them, and no outside evaluation is cited.","replication":{"produced_by":["A system with modules for file review and funds analysis, built offence by offence","Prosecutors who follow its leads and decide"],"must_hold":["Prosecutors must verify each lead before they rely on it","The system covers only the offences it was built for"],"echoes":[]}}}}}}}