Root Cause Analysis

Causal analytics, FMEA libraries and LLM agents (Cognite RCA agents, GE Proficy CSense, C3 AI, Aspen Mtell FMEA).

LLM

0named models

402candidates

0deployments

0in Indonesia

Named Models

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.

Who Runs It

No deployment is recorded for this use case.

Where this comes from

Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

SEA-HELM leaderboard, 58 models, SEA average

A general benchmark for this model class, not a test on this use case. SEA average and per-language (incl. Indonesian) scores for open-weight models. Higher is better. Showing 10 of 11.

Qwen3.6-35B-A3BAlibaba (Qwen) maintainer-run73.86

Qwen3.5-35B-A3BAlibaba (Qwen) maintainer-run73.55

gemma-3-27b-itGoogle maintainer-run64.54

Gemma-SEA-LION-v4-27B-ITAI Singapore maintainer-run64.35

gpt-oss-20bOpenAI maintainer-run60.64

Llama-3.3-70B-InstructMeta maintainer-run60.44

Qwen3-8BAlibaba (Qwen) maintainer-run60.33

GLM 4.7 FlashZ.ai (Zhipu) maintainer-run53.76

Gemma-3-4B-itGoogle maintainer-run47.84

Nemotron 3 Nano 30B-A3BNVIDIA maintainer-run46.89

050100

Nemotron-SEA-LION-v4.8-120B-A12BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 months

Nemotron-SEA-LION-v4.8-30B-A3BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 months

Qwen-SEA-LION-v4.5-27B-ITAI Singapore, LLMReleasedMay 2026open weightsIndonesian statedhas scoreslast 18 months

Qwen3.6-35B-A3BAlibaba (Qwen), LLMReleasedApr 2026open weightsruns on edgehas scoreslast 18 months

Nemotron 3 SuperNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 months

Nemotron 3.5 Lightning 30B-A3BNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 months

gpt-oss-120bOpenAI, LLMReleasedAug 2025open weightsIndonesian statedhas scoreslast 18 months

Granite 4.2 8BIBM, LLMReleasedSep 2026open weightshas scoreslast 18 months

Hy4-previewTencent, LLMReleasedAug 2026open weightshas scoreslast 18 months

GLM-5.3Z.ai (Zhipu), LLMReleasedAug 2026open weightshas scoreslast 18 months

Showing 10 of 402. 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.

Use Case

Industry: industrial and asset-intensive
Model classes: LLM
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)Root cause analysis 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.

Where this comes from

From the industry tracks T08 to T10 of the research notes.

R&D Topics

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.

Opportunities

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.

Links

IndustryIndustrial30 use cases, 54 deployments

Use CaseRoot Cause AnalysisIndustrial

Modelsnone recorded

Who Runs Itnone recorded

Graph

Sources

Cognite Atlas AI™ Major Release Accelerates Industrial AI | Cognite cognite.com https://www.cognite.com/en/company/newsroom/cognite-atlas-ai-drives-customer-momentum-with-new-major-release
Cut Unplanned Downtime by up to 50% with AI c3.ai https://c3.ai/products/c3-ai-reliability/
Aspen Mtell | AI-powered Prescriptive and Predictive Maintenance Solution | AspenTech aspentech.com https://www.aspentech.com/en/products/apm/aspen-mtell

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Root Cause Analysis", https://aurion.semai.id/usecases/ind-root-cause-analysis/, records of October 2026.