Content backlog isn't a headcount problem —
it's a production problem. We help brands and teams that make content scale their output with AI.
Xiaohongshu, WeChat, multi-platform content — from "stacking headcount" to an AI production pipeline, where people only do the critical 20% (voice and review). Any industry: brands, IPs, e-commerce, MCNs, local businesses.
See what AI can do for you — in 30 seconds
Pick two options, (optionally) say what frustrates you most, and AI gives you an AI Opportunity Checklist on the spot.
Do any of these sound familiar?
We focus on the two bottlenecks businesses run into most.
Everything runs on people
Daily Xiaohongshu posts, more platforms every quarter — hiring is expensive, managing is hard, and output stays capped by headcount.
Repetitive work eats your team
Support, forms, reports, follow-ups… you keep adding people, but efficiency doesn't move.
Scattered data, slow calls
Key judgments come down to gut feel; data sits unused in silos, and you're always a step behind.
Understand the business before touching AI
No rush to roll out tools — we understand your business first, then decide where AI belongs.
Diagnose the pain points
Understand your business and its real bottlenecks first, instead of rushing to deploy tools.
Pinpoint where AI adds value
Decide where AI is worth it and where it isn't — no using it just to use it.
Build a tailored solution
Use best-in-class off-the-shelf models, customized for your scenario — no piling on tech.
Ship fast, iterate
Launch in small steps and tune as you go, so you see results quickly.
Own the outcome
We're judged by business results, not by handing over a stack of documents.
🔒 Data security and ownership of the solution / code are written into the agreement from day one.
The AI Content Throughput Pilot
A fixed-scope, low-commitment way to start — with visible results.
One content pipeline
Topic bank → AI drafts → human voice pass → scheduled publishing.
2–4 weeks
Ship small, tune as you go.
Working tools, not documents
A running AI workflow + SOP + team training + performance data.
Set together before we start
e.g. per-post labor cost, weekly output — acceptance is judged against objective targets. We don't invent numbers.
Pricing: a clear quote after your free pain-point review.
Once your content pipeline is running, we can take on more
The same "diagnose first, then build" method applies to these scenarios.
Intelligent content production & operations
AI generates, rewrites, and distributes content at scale, multiplying your content team's output.
Process & support automation
Let AI handle repetitive inquiries, tickets, and forms, freeing people for higher-value work.
Data insight & decision support
Connect scattered data and use AI for analysis and recommendations, so decisions are faster and better grounded.
Custom AI tools / agents
Build a genuinely useful internal AI assistant tailored to your specific workflow.
Want to know what these capabilities could do for your business? A free pain-point review gets you an AI Opportunity Checklist of your own.
Our Work
These are real products we built from scratch (live online) — proof we can ship complex businesses that work. AI is where we're focused now.
Why work with a small team?
Small means you get a collaboration that's direct, honest, and flexible.
You talk to the people doing the work
No sales pitch, no layers of subcontracting — you work directly with the engineers building it.
Flexible, shaped around your project
We work the way your project needs — no rigid formats, no long contracts pushed on you.
No empty promises
Whether AI fits and whether it's worth it — we'll tell you honestly.
We own the outcome
We're judged by business results, not by handing over things no one uses.
Find out, at minimal cost, whether AI can help you
Step one: a free pain-point review. Together we'll figure out whether AI can help you and where — no pressure, no gimmicks.
You'll walk away with an AI Opportunity Checklist: ① the 2–3 areas most worth applying AI to ② 1 place we'd advise against using AI ③ a rough estimate of effort and expected payoff. Free, with no obligation to continue. Start with a small pilot, controlled investment; after the free diagnosis we give you a clear quote — see results before scaling, no long-term lock-in.