Generative Product Design and Consumer Research

Generates product concepts and designs and tests them with simulated or real consumer feedback.

LLM image generationunverified

0named models

586candidates

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

Artificial Analysis Text-to-Image Arena: AA Text-to-Image Arena, overall

A general benchmark for this model class, not a test on this use case. Elo from blind pairwise preference votes on text-to-image outputs. Higher is better. Elo has no zero, so the axis starts at 1,000. Showing 10 of 26.

GPT Image 2.5 SunburstOpenAI independent1,198

GPT Image 2.5 FlareOpenAI independent1,191

GPT Image 2OpenAI independent1,171

Nano Banana 2.1Google DeepMind, Google independent1,160

Grok Imagine Image 2.0SpaceXAI (xAI) independent1,156

MAI-Image-2.6Microsoft AI independent1,151

Muse ImageMeta independent1,116

FLUX 3 ImageBlack Forest Labs independent1,115

GPT Image 1.5OpenAI independent1,107

Nano Banana 2 LiteGoogle independent1,095

1,0001,1501,300

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

Qwen-Image-2.1Alibaba (Qwen), image generationReleasedSep 2026open weightshas scoreslast 18 months

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

Hy4-previewTencent, LLMReleasedAug 2026open weightshas scoreslast 18 months

Showing 10 of 586. 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: retail and logistics
Model classes: LLMimage generationunverified
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)Generative product design and consumer research 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.

Incidents

Figma Disables AI Feature After Accusations of Copying Apple’s Weather App2024-07-02, otherFigma has temporarily disabled its AI design feature, "Make Design," after accusations of copying Apple’s Weather app.

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.

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

IndustryRetail and Logistics28 use cases, 24 deployments

Use CaseGenerative Product Design and Consumer ResearchRetail and Logistics

Modelsnone recorded

Who Runs Itnone recorded

Graph

Sources

deloitte.com/content/dam/assets-zone3/us/en/docs/services/... https://www.deloitte.com/content/dam/assets-zone3/us/en/docs/services/consulting/2026/ai-use-cases-consumer-2026.pdf

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Generative Product Design and Consumer Research", https://aurion.semai.id/usecases/ret-generative-product-design/, records of October 2026.