Project AURION Use cases Public Sector Court Case Assignment and Administration
Court Case Assignment and Administration Assigns cases to judge panels and supports court administration with AI, to make appointments more objective and reduce manipulation risk.
The research names no model for this use case.
Where this comes from Models the research names for this use case. Research, with sources on each model record.
Where this comes from Documented uses by named organisations. The evidence column says who made the claim.
Our analysis Candidates are a filter over the directory, not a claim that a model has been used or tested for this use case.
TabArena: All Tasks, no imputation, snapshot 2026-05-06, 59 entries A general benchmark for this model class, not a test on this use case. Elo across tabular tasks, anchored RandomForest default = 1000; TabPFN-lab researchers are involved. Higher is better. Elo has no zero, so the axis starts at 1,200. Showing 10 of 13.
AutoGluon 1.5 Amazon maintainer-run 1,700 TabPFN-2.6 Prior Labs maintainer-run 1,626 RealTabPFN-2.5 Prior Labs maintainer-run 1,604 TabICL v2 INRIA maintainer-run 1,598 RealMLP INRIA maintainer-run 1,514 TabDPT Layer 6 AI maintainer-run 1,460 TabM Yandex maintainer-run 1,448 LightGBM Microsoft AI maintainer-run 1,435 CatBoost Yandex maintainer-run 1,418 XGBoost DMLC community maintainer-run 1,376 1,200 1,500 1,800
XGBoost DMLC community, tabular Released Aug 2026open weights has scores last 18 months LightGBM Microsoft AI, tabular Released Jul 2026open weights has scores last 18 months TabPFN-2.6 Prior Labs, tabular Released Mar 2026open weights has scores last 18 months CatBoost Yandex, tabular Released Feb 2026open weights has scores last 18 months AutoGluon 1.5 Amazon, tabular Released 2026open weights has scores last 18 months TabICL v2 INRIA, tabular Released 2026open weights has scores last 18 months RealTabPFN-2.5 Prior Labs, tabular Released Nov 2025open weights has scores last 18 months SAP-RPT-OSS (sap-rpt-1-oss) SAP, tabular Released Jun 2025open weights has scores last 18 months TabDPT Layer 6 AI, tabular Released 2024open weights has scores TabPFN-3.5 Prior Labs, tabular Released Sep 2026last 18 months Showing 10 of 32. All models of this class
Where this comes from Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.
Model classes
Benchmarks or datasets – not in the notes Regulatory notes Surat Edaran Menkominfo 9/2023 Etika Kecerdasan Artifisial , Kementerian Komunikasi dan Informatika (now Kementerian Komunikasi dan Digital) Court case assignment and administration is an AI-based service run by an electronic system operator, and the circular asks such operators to build and use AI on the values of inclusivity, transparency, humanity and security. UU 27/2022 Pelindungan Data Pribadi , DPR and President of the Republic of Indonesia (administered by Kementerian Komunikasi dan Digital) Court case assignment and administration processes personal data of citizens and residents, so the controller needs a lawful basis, must protect the data and must honour data subject rights. Perpres 95/2018 Sistem Pemerintahan Berbasis Elektronik , President of the Republic of Indonesia (Kementerian PANRB coordinates) Court case assignment and administration is part of electronic government services, which this regulation requires agencies to plan and run within the national SPBE architecture, data and security standards. UU 14/2008 Keterbukaan Informasi Publik , DPR and President of the Republic of Indonesia (Komisi Informasi) Court case assignment and administration handles information held by public bodies, which this law requires to be open to the public except for listed exempt information. EU AI Act, Regulation (EU) 2024/1689 (international) , European Union Court case assignment and administration supports the administration of justice, which the EU AI Act lists among high-risk uses; given as an international reference. Where this comes from From the industry tracks T08 to T10 of the research notes.
Links to R&D topics are awaiting review.
Where this comes from Which R&D topics would most change this use case. Drafted by Claude from the topic definitions and the use case; proposed until approved.
Algorithm Used by the Malaysian Judiciary Reportedly Recommended Unusually High Sentencing to a Drug Possession Case Malaysia, 2020-02-19, discrimination The AI system used by the Malaysian judiciary which explicitly considered age, employment, and socio-economic data provided sentencing to a drug possession case that was alleged by lawyer to be disproportionately high for the crime committed. Argentine Court Reportedly Annuls Criminal Conviction After Judge Allegedly Used ChatGPT to Draft Ruling Without Disclosure Argentina, 2025-06-04, other The Penal Chamber of Esquel, Argentina, reportedly annulled a June 2025 robbery conviction after determining that Judge Carlos Rogelio Richeri had allegedly used ChatGPT to draft part of the ruling without disclosure or human oversight. COMPAS Algorithm Reportedly Performs Poorly in Crime Recidivism Prediction United States, 2016-05-23, discrimination Correctional Offender Management Profiling for Alternative Sanctions (COMPAS), a recidivism risk-assessment algorithmic tool used in the judicial system to assess likelihood of defendants' recidivism, is found to be less accurate than random untrained human evaluators. Where this comes from Documented failures, harms or misuse in this kind of use, Indonesia first, then the region, then well-known cases elsewhere (AI Incident Database, OECD AI incidents monitor, reputable news). Not a claim about any deployment listed here.
In Neighbouring Countries Supreme Court of the Philippines Philippines, state-owned, pilot, 2024-10-22 AI voice-to-text transcription and legal research pilot; pilot cut transcription time 50 to 80 percent Courts of Vietnam Vietnam, state-owned, production, 2025-11-17 Legal virtual assistant trained on more than 1.3 million judgments; over three million uses Courts of Sabah and Sarawak (E-Court system) Malaysia, state-owned, production AI sentencing guideline tool integrated into the E-Court system Where this comes from Documented deployments of this use case in Malaysia, Singapore, Thailand, Vietnam and the Philippines, each with its source.
Opportunities are awaiting review.
Where this comes from Gaps found by rule in what the directory holds for this use case. Each is a proposal for review.
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Court Case Assignment and Administration", https://aurion.semai.id/usecases/pub-court-case-administration/, records of October 2026.
Mahkamah Agung (Supreme Court of Indonesia)Country: IndonesiaSmart Majelis (Smart Panel) AI-based assignment of judge panels (model not stated)Vendor: not statedproductionDate16 Jan 2025
AutoGluon 1.5Amazon maintainer-run1,700
TabPFN-2.6Prior Labs maintainer-run1,626
TabICL v2INRIA maintainer-run1,598
TabDPTLayer 6 AI maintainer-run1,460
TabMYandex maintainer-run1,448
LightGBMMicrosoft AI maintainer-run1,435
XGBoostDMLC community maintainer-run1,376
SAP-RPT-OSS (sap-rpt-1-oss)SAP, tabularReleasedJun 2025open weightshas scoreslast 18 months