[{"data":1,"prerenderedAt":4},["ShallowReactive",2],{"readme:oransim":3},"\u003Cdiv align=\"center\">\n\u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002FOranAi-Ltd\u002Foransim\u002FHEAD\u002Fassets\u002Fwordmark.svg\" alt=\"Oransim\" width=\"640\" \u002F>\u003Ch3>Predict your next campaign's ROI before spending a dollar.\u003C\u002Fh3>\n\u003Cp>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FOranAi-Ltd\u002Foransim\u002Fblob\u002Fmain\u002FLICENSE\" rel=\"nofollow ugc noopener\">\u003Cimg alt=\"License\" src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002FOranAi-Ltd\u002Foransim?color=blue\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FOranAi-Ltd\u002Foransim\u002Freleases\" rel=\"nofollow ugc noopener\">\u003Cimg alt=\"Release\" src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fv\u002Ftag\u002FOranAi-Ltd\u002Foransim?label=release&color=blue\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"#\" rel=\"nofollow ugc noopener\">\u003Cimg alt=\"Python\" src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fpython-3.10%2B-blue\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FOranAi-Ltd\u002Foransim\u002Factions\u002Fworkflows\u002Fci.yml\" rel=\"nofollow ugc noopener\">\u003Cimg alt=\"CI\" src=\"https:\u002F\u002Fgithub.com\u002FOranAi-Ltd\u002Foransim\u002Factions\u002Fworkflows\u002Fci.yml\u002Fbadge.svg\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FOranAi-Ltd\u002Foransim\u002Fstargazers\" rel=\"nofollow ugc noopener\">\u003Cimg alt=\"Stars\" src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002FOranAi-Ltd\u002Foransim?style=social\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Foran.cn\" rel=\"nofollow ugc noopener\">\u003Cimg alt=\"Website\" src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fwebsite-oran.cn-FF6B35\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\u003Cp>\n  \u003Cstrong>🇬🇧 English\u003C\u002Fstrong> · \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FOranAi-Ltd\u002Foransim\u002Fblob\u002FHEAD\u002FREADME.zh-CN.md\" rel=\"nofollow ugc noopener\">🇨🇳 中文\u003C\u002Fa>\n\u003C\u002Fp>\u003Cp>\u003Cem>Causal simulation for enterprise growth teams.\u003Cbr \u002F>Audit the engine, license the data.\u003C\u002Fem>\u003C\u002Fp>\n\u003C\u002Fdiv>\u003Chr \u002F>\n\u003Cp align=\"center\">\n\u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002FOranAi-Ltd\u002Foransim\u002FHEAD\u002Fassets\u002Fscreenshots\u002Fhero.png\" alt=\"Oransim hero · 60-second prediction with counterfactual reasoning over a agent-based society\" width=\"100%\" \u002F>\n\u003C\u002Fp>\u003Cp>\u003Cstrong>For enterprise CMOs\u003C\u002Fstrong> — predict your next campaign's ROI before spending: \u003Cstrong>4.3M+ indexed 小红书 notes · 2.1M+ creators (达人) across 15 verticals · 100,000+ surveyed consumer panel\u003C\u002Fstrong>, refreshed daily via licensed platform APIs. Counterfactual reasoning engine running on a \u003Cstrong>1M+ virtual consumer society\u003C\u002Fstrong> with LLM-backed soul personas reading your actual creatives. Transparent causal logic, open-sourced so you can audit it before licensing data access.\u003C\u002Fp>\n\u003Cp>\u003Cem>The OSS repo you're reading is the same causal engine running on a 21k-note demo corpus — try it, audit the mechanism end-to-end, then explore the live Enterprise data panel at \u003Ca href=\"https:\u002F\u002Fdatacenter.oran.cn\u002F\" rel=\"nofollow ugc noopener\">datacenter.oran.cn\u003C\u002Fa> or contact \u003Ccode>cto@orannai.com\u003C\u002Fcode> for licensed access.\u003C\u002Fem>\u003C\u002Fp>\n\u003Chr \u002F>\n\u003Ch2>Who we are\u003C\u002Fh2>\n\u003Cp>\u003Cstrong>OranAI Ltd. (橙果视界（深圳）科技有限公司)\u003C\u002Fstrong> — a Shenzhen-based AI marketing company founded May 2024, closed a \u003Cstrong>multi-million-dollar angel+ round\u003C\u002Fstrong> led by \u003Ca href=\"https:\u002F\u002F36kr.com\u002Fp\u002F3442645125141897\" rel=\"nofollow ugc noopener\">Cloud Angels Fund, with participation from Leaguer Venture Capital and Jinshajiang United Capital\u003C\u002Fa>. We co-operate the \u003Ca href=\"https:\u002F\u002Fcaijing.chinadaily.com.cn\u002Fa\u002F202412\u002F26\u002FWS676d01b5a310b59111daaff3.html\" rel=\"nofollow ugc noopener\">Tencent Cloud × OranAI AIGC Design Lab\u003C\u002Fa>, run our in-house multimodal matrix (\u003Cstrong>Oran-VL 7B\u003C\u002Fstrong> \u002F \u003Cstrong>Oran-XVL 72B\u003C\u002Fstrong>) behind four products — \u003Cstrong>PhotoG\u003C\u002Fstrong> (creative agent) · \u003Cstrong>DataG\u003C\u002Fstrong> (insight engine) · \u003Cstrong>VoyaAI\u003C\u002Fstrong> (strategy co-pilot) · \u003Cstrong>\u003Ca href=\"https:\u002F\u002Fdatacenter.oran.cn\u002F\" rel=\"nofollow ugc noopener\">DataCenter\u003C\u002Fa>\u003C\u002Fstrong> (real-time creator + note panel explorer) — and serve \u003Cstrong>70+ enterprise clients\u003C\u002Fstrong> across beauty, FMCG, consumer electronics, and DTC outbound — including \u003Ca href=\"https:\u002F\u002Fm.tech.china.com\u002Farticles\u002F20260117\u002F202601171798695.html\" rel=\"nofollow ugc noopener\">Timekettle and Hyundai Motor (Pharos IV Best Prize)\u003C\u002Fa>, with 2025 revenue crossing \u003Cstrong>RMB 20M\u003C\u002Fstrong>.\u003C\u002Fp>\n\u003Cp>\u003Cstrong>Oransim is the causal engine inside that stack.\u003C\u002Fstrong> When a CMO using OranAI asks \u003Cem>\"what if we swapped KOL A for B on day 3 of this campaign?\"\u003C\u002Fem> — the \u003Ccode>do()\u003C\u002Fcode>-operator, the per-arm counterfactual heads, and the 14-day Hawkes rollout that answer the question all live in this repository. We open-sourced it under Apache-2.0 so enterprise buyers can audit the reasoning end-to-end — \u003Cstrong>trust the engine, then license the data panel.\u003C\u002Fstrong>\u003C\u002Fp>\n\u003Cp>\u003Csub>As featured in: \u003Ca href=\"https:\u002F\u002Fwww.prnewswire.com\u002Fnews-releases\u002Foranai-raises-multi-million-dollar-angel-funding-to-lead-ai-content-marketing-through-its-ai-agent-photog-302548911.html\" rel=\"nofollow ugc noopener\">PR Newswire\u003C\u002Fa> · \u003Ca href=\"https:\u002F\u002Fwww.ebrun.com\u002F20250520\u002F579947.shtml\" rel=\"nofollow ugc noopener\">亿邦动力\u003C\u002Fa> · \u003Ca href=\"https:\u002F\u002Ffinance.sina.com.cn\u002Ftech\u002Froll\u002F2024-11-26\u002Fdoc-incxkhus4289659.shtml\" rel=\"nofollow ugc noopener\">新浪科技\u003C\u002Fa> · \u003Ca href=\"https:\u002F\u002Fnews.qq.com\u002Frain\u002Fa\u002F20250714A07JHO00\" rel=\"nofollow ugc noopener\">腾讯新闻\u003C\u002Fa> · [DoNews](\u003Ca href=\"https:\u002F\u002Fwww.donews.com\u002Fnews\u002Fdetail\u002F5\u002F3670706.ht\" rel=\"nofollow ugc noopener\">https:\u002F\u002Fwww.donews.com\u002Fnews\u002Fdetail\u002F5\u002F3670706.ht\u003C\u002Fa>\u003C\u002Fsub>\u003C\u002Fp>\n",1784240407854]