Project AURIONAI Use-Cases Research & Innovation
Retail and Logistics

AI Agents for Operations

LLM agent platforms and SOP-driven agents (RiskOps).

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

production, 4
GrabGrabCountry: not in the notesGrab agent platformVendor: GrabproductionDate24 Jul 2026Evidence: company statementConfidence: lowSource: engineering.grab.com
GrabGrabCountry: not in the notesSOP-driven LLM agent framework (RiskOps)Vendor: GrabproductionDate8 May 2025Evidence: company statementConfidence: lowSource: engineering.grab.com
7-Eleven VietnamCountry: VietnamInternal IT support chatbot on Vertex AI Agent Builder and GeminiVendor: Google CloudproductionDate–IT fix time down 50 percent (claim)Evidence: company statementConfidence: lowSource: cloud.google.com
FairPrice GroupFairPrice GroupCountry: SingaporeGoogle Agentspace organisation-wide platform; Grocer Genie app for frontline staffVendor: Google CloudproductionDate–No figures statedEvidence: company statementConfidence: lowSource: cloud.google.com
Where this comes from
Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

AI SingaporeNemotron-SEA-LION-v4.8-120B-A12BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 monthsAI SingaporeNemotron-SEA-LION-v4.8-30B-A3BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 monthsAI SingaporeQwen-SEA-LION-v4.5-27B-ITAI Singapore, LLMReleasedMay 2026open weightsIndonesian statedhas scoreslast 18 monthsAlibaba (Qwen)Qwen3.6-35B-A3BAlibaba (Qwen), LLMReleasedApr 2026open weightsruns on edgehas scoreslast 18 monthsNVIDIANemotron 3 SuperNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 monthsNVIDIANemotron 3.5 Lightning 30B-A3BNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 monthsOpenAIgpt-oss-120bOpenAI, LLMReleasedAug 2025open weightsIndonesian statedhas scoreslast 18 monthsIBMGranite 4.2 8BIBM, LLMReleasedSep 2026open weightshas scoreslast 18 monthsTencentHy4-previewTencent, LLMReleasedAug 2026open weightshas scoreslast 18 monthsZ.ai (Zhipu)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.

Sources

  1. Grab Tech engineering.grab.com https://engineering.grab.com/

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "AI Agents for Operations", https://aurion.semai.id/usecases/ret-operations-agents/, records of October 2026.