Cross-border Trade
Brand globalization, sourcing, bonded warehouses, DTC sites, multi-platform sales, and logistics.

Empowering Chinese enterprises as the intelligent AI engine for high-growth market leaders
AI
Business agents and industry model capabilities
Global
Serving cross-border and omnichannel retail scenarios
Full-chain
Covering product, social, and advertising workflows
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30%-50%
Productivity uplift
50%+
Content output efficiency
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Business-value driven agents that align strategy with execution.
From consumer voice and market shiftsfind the next product worth building
From consumer voice and market shifts, find the next product worth building

Give every account a top content team running it
Automatically process trending topics and competitor signals, learn top teams' topic-selection methods, batch-produce, publish collaboratively, and review continuously—run hit content at lower cost.

Maximum certainty from the minimum budget
Monitor every channel, audience, creative, and conversion signal at once—learn from small tests in real time; auto-spot winning combinations, block wasted spend, and keep pushing budget toward higher returns.

Remember every user—take the right action at the right moment
Automate segmentation, content outreach, and campaign planning end to end—evolving private-domain ops from manual work into AI-driven long-term customer value.

One AI agent colleague to run every e-commerce channel
Automate multi-platform store operations and let AI manage channel work

Train your brand into AI's preferred answer
Keep listening to what users ask, what AI answers, and why your brand is seen—or missed

Give every employee an AI colleague that reasonsand gets work done
Agents continuously absorb documents, processes, and expert experience—retrieve evidence first, then multi-step reasoning, and push tasks forward within permissions; knowledge settles once, reused by everyone anytime.

Turn expert know-how into digital workers that are always on, continuously learning, and proactively executing
Process demand, inventory, and sales signals 24/7—replenish and transfer earlier to cut stockouts, overstock, and tied-up capital
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Operating models and chain complexity
Brand globalization, sourcing, bonded warehouses, DTC sites, multi-platform sales, and logistics.

Connecting factories, brands, supply chains and channels for collaborative production.

Unified online-offline operations, merchandising, membership, fulfillment and marketing.

Multi-store, multi-warehouse operations with inventory and private-domain synergy.

Tools and intelligent operations for industrial belts and supply-chain platforms.

Customer segments and product breadth

Fashion & Bags

FMCG Food

Beauty & Care

Home & Living

3C Digital

Maternity & Health

Outdoor Gear

Dining & Lifestyle

Our core team includes product, technology and operations experts from Alibaba, Tencent, and ByteDance. The founder served as Alibaba Group Researcher (P10), head of supply-chain platform, Tmall chief architect, Hema CTO, and Sun Art CTO. The partner team has led multiple billion-scale projects from incubation to IPO. Over 95% of the team are product, technology, data and algorithm specialists. Guanmiao is backed by Vision Plus Capital, Blue Lake Capital and Deep Dive Capital.

Senior leaders from BAT and PhDs from leading universities

Deep experience in e-commerce, retail and manufacturing

Professional product design and engineering teams

Cutting-edge AI research and engineering practice