What We Do
Our Services
End-to-end digital solutions that fuse AI with battle-tested marketing strategy. Every service is designed to give you an unfair advantage.
AI Consultancy
LLM Fine-Tuning · Diffusion Models · Enterprise RAG · Agentic Workflows
We don't just talk about AI — we build with it. Our consultancy team architects and deploys production AI systems that give your business capabilities competitors can't replicate. From fine-tuning open-source LLMs on your proprietary data to building ComfyUI pipelines for brand asset generation at scale, we make AI work for your bottom line.
What We Deliver
- Custom LLM Fine-Tuning — Train Qwen, DeepSeek, or LLaMA on your proprietary data (customer interactions, product catalogs, marketing collateral). Deploy as private API endpoints with full data sovereignty.
- Visual AI Pipeline Development — Build ComfyUI workflows for on-brand image generation, product visualization, and creative asset production. Integrate Stable Diffusion and FLUX models into your content pipeline.
- Enterprise RAG Systems — Intelligent document processing and knowledge retrieval powered by vector databases. Turn your company's unstructured data into an instantly queryable knowledge base.
- Multi-Agent Orchestration — Autonomous AI agent systems that plan, execute, and optimize workflows end-to-end. LangGraph-powered architectures with human-in-the-loop oversight.
- AI Strategy & Roadmapping — Technology auditing, use-case identification, build-vs-buy analysis, and phased implementation plans tailored to your business goals and budget.
Why AI Consultancy Matters
Companies that fine-tune their own models own their AI advantage. Off-the-shelf solutions are a commodity — proprietary models trained on your unique data create moats competitors can't cross.
eCommerce Management
品牌營銷 · 電商APP平台及管理 · Cross-Border Commerce
One-stop eCommerce solution that builds your brand and drives transactions. From mobile-first storefronts to AI-powered analytics dashboards, we deliver the complete toolkit for online retail dominance — in Hong Kong, Greater China, and globally.
What We Deliver
- Mobile-Optimized Storefronts — Progressive Web Apps (PWA) and responsive eCommerce websites designed for conversion. Fast, SEO-friendly, and beautiful on every device.
- iOS & Android Shopping Apps — Native mobile commerce experiences with push notifications, one-tap checkout, and deep linking for retargeting campaigns.
- AI-Driven Analytics Dashboard — Custom admin panels that surface actionable insights: customer lifetime value predictions, churn risk alerts, inventory optimization, and real-time campaign performance.
- Marketplace Strategy & Management — Amazon, Tmall, JD.com, and Shopee: listing optimization, advertising, review management, and FBA/FBM strategy.
- Influencer Marketing Integration — TikTok Shop, Instagram, and RED (小紅書) influencer partnerships. Creator matching, campaign management, and performance tracking.
- Cross-Border eCommerce — Navigate China and SEA markets with localized storefronts, payment integration (Alipay, WeChat Pay), and compliant logistics.
Results We Deliver
Our eCommerce clients see average conversion rate improvements of 40%+ after redesign, with 60% reduction in CAC through integrated private traffic channels and AI-optimized retargeting.
Private Traffic Marketing
私域流量營銷 · WhatsApp & WeChat Automation · Customer Data Platforms
Stop renting your audience. Build direct, owned customer relationships that reduce acquisition costs and increase lifetime value. Our private traffic solutions leverage the messaging platforms your customers already use to create persistent engagement channels you fully control.
What We Deliver
- WhatsApp Business API Integration — Automated order confirmations, shipping updates, and delivery notifications. Rich messaging with product catalogs, quick-reply buttons, and interactive lists.
- WeChat Official Account & Mini-Program Strategy — Full WeChat ecosystem: Official Account content strategy, Mini-Program storefronts, and WeChat Pay integration for the Greater China market.
- AI Chatbots for 24/7 Service — Custom-trained chatbots that handle FAQs, order tracking, product recommendations, and after-sales support in Cantonese, Mandarin, and English — without human intervention.
- Segmented Retargeting Campaigns — Behavioral segmentation based on purchase history, browsing patterns, and engagement data. Personalized new product promotions that hit the right customer at the right time.
- Customer Data Platform (CDP) Integration — Unify customer data across all touchpoints into a single view. Power personalized marketing, predictive analytics, and ROI attribution.
The Private Traffic Advantage
Platform algorithms change. Ad costs rise. But customers you own directly — through messaging apps and CDPs — compound in value over time. That's the private traffic moat.
Technology
The AI Stack Powering Your Growth
We don't just use AI — we build with it. Here's the technology behind our results.
Let's Talk
Ready to Build Your AI-Powered Future?
Whether you need a single service or the full stack, we'll design a solution that fits your goals. Let's discuss what AI can do for your business.