Brand Operating Systems

Brands don't need more content. They need a system.

品牌缺的不是內容,是一套能自己運轉的系統。

Scroll

Most agencies sell you hours.
I sell you a system — one that runs your brand's visuals, compliance, publishing and insights on its own, 365 days a year.

多數公司賣你工時。我交付一套系統——自動運轉你的品牌視覺、合規、發佈與數據分析,一年 365 天不中斷。

01

Visual Judgment

視覺判斷力

Ten years behind a camera. The taste comes first.

10+ yrs · Photographer-trained eye
02

AI Pipelines

AI 工作流

Self-built. Veo 3.1, custom agents, ffmpeg.

4 AI models in production
03

System Engineering

系統工程

Cloudflare Workers, R2, D1, cron. Production-grade.

Workers · R2 · D1 · Cron
04

Compliance

合規把關

Regulated industries. Zero tolerance.

32 terms monitored · 0 violations
Case Study — Ongoing

A Medical Aesthetics Group · 3 Brands

某醫美集團・三品牌平行代管

A medical aesthetics group needed to run 3 brands in parallel — 60+ content pieces monthly — under Taiwan's strict regulatory regime. Traditional agencies either missed the volume or violated compliance. Both were unacceptable.

某醫美集團需要同時代管三個品牌,每月產出 60+ 則內容,還得符合台灣嚴格的廣告法規。傳統代操要不是量跟不上,就是踩到紅線——兩者都不能接受。

0 + Content pieces / mo 內容/月
0 Brands in parallel 品牌平行代管
0 Days autonomous 天自主運轉
0 Regulatory violations 法規違規

18 posts · 30 stories · 12 short videos — every month, shipped from a pipeline I built myself.

每月 18 篇貼文、30 則限動、12 支短影音——全來自我自建的 pipeline。

Read the full case study 完整案例拆解
The Moat — 護城河

I don't use AI tools. I build the pipeline.

我不只用 AI 工具——我自己建 pipeline。

Auto-Publishing Worker

自動發佈 Worker

Cloudflare Worker cron → Meta Graph API → FB + IG posts, stories and reels.

24/7 · 0 downtime

Compliance Agent

合規審查 Agent

32-term dictionary · LLM review · pre-publish gate on every caption.

0 violations in 365 days

Video Generation

影音生成管線

Veo 3.1 → ffmpeg crossfade → R2 bucket → CDN. End-to-end automated.

12 videos/mo · automated

Insights Collection

數據回收

Scheduled snapshots · D1 / D3 / D7 / Final · 4 time-series per post.

Rolling metrics · per post

Asset Persistence

素材永續層

R2 buckets · version-controlled · CDN-backed · zero egress fees.

TB-scale · $0 egress

Brand Voice Engine

品牌語氣引擎

Prompt templates · per-brand tuning · consistent voice across months.

3 voices · 1 system
How It Works — 合作流程

From first call to autonomous runtime.

從首次通話到自動運轉。

  1. 01

    Discovery

    品牌盤點

    Brand audit · content gap report · regulatory risk scan.

    Week 1
  2. 02

    System Design

    系統設計

    Workflow spec · compliance ruleset · publishing cadence.

    Week 2
  3. 03

    Pipeline Build

    管線建置

    Worker deploy · agent training · dry-run in staging.

    Week 3–4
  4. 04

    Launch

    上線運轉

    Live auto-publishing · monitoring · first-month insights.

    Week 5
  5. 05

    Runtime

    持續優化

    Monthly insights report · iteration · system maintenance.

    Ongoing
What We Offer

Services

01

Brand OS Build

品牌作業系統建置

We architect and deliver your custom brand operating system — auto-publishing, compliance checks, insights collection, the full pipeline. You own the system. It keeps running after we hand it over.

為你設計並交付一整套品牌作業系統——自動發佈、合規審查、數據回收、完整管線。系統歸你所有,交付後自己會跑。

Flagship
02

Brand Setup + Monthly Retainer

品牌建立 + 月度代管

We define your visual identity and content architecture from scratch, then take over monthly production — end to end. You stay focused.

從零建立品牌視覺方向與內容架構,完成後全程接手每月產出,一條龍執行。

Full Service
03

Content Retainer

月度內容代管

Already have a brand? We slot in and run your monthly visual content using our own AI system. Consistent output, zero overhead.

你已有品牌方向,我們接手每月內容產出——靠自有系統高效運作,省去管理負擔。

Ongoing
04

Strategy Advisory

視覺策略諮詢

Expert guidance on visual direction, AI content positioning and regulatory compliance — without execution commitment.

針對品牌視覺方向、AI 內容策略與法規合規提供專業建議,不含執行。

Advisory
The Lab — 技術實驗室

Side systems, same philosophy.

其他系統,同一套哲學。

Sports Data · CPBL

CPBL Analytics

377 games · 28,502 plate appearances · 17 API endpoints · 19 dashboards · 168 tests at 84% coverage. A full baseball analytics portal built from scratch.

377 場比賽、28,502 打席、17 支 API、19 頁 dashboard——自建的中華職棒數據分析系統。

Python · FastAPI · SQLite · ECharts · Cloudflare Pages
Automation · 3 Leagues

Fantasy Baseball Ops

Yahoo API + Discord bot + scout notes DB. A command center that runs three fantasy leagues across the MLB season — 178 tracked players, 56 teams total.

Yahoo API + Discord bot + scout notes 資料庫——跨三個聯盟整季自動運轉的戰情室。

Python · Discord · Cloudflare D1 · Cron
Seasonal · Geo

Topic Map Engine

A reusable mapping template that spins up seasonal topic maps in hours. Same engine, different data. Seoul cherry blossom map reached 21,000 views in one season.

可重用的地圖模板,幾小時內就能上線一張季節主題地圖——同一套引擎,不同資料。

Leaflet · Cloudflare Workers · JSON pipeline
The tools are public.
The system isn't.

工具誰都能用,系統沒辦法複製。

Get in Touch

黃彥儒 Murs Huang

Inquiries, collaborations, or just to talk systems.

MurMur's Co., Ltd.