Multi-Agent orchestration
Chain multiple Agents and tools together through low-code workflows.
An enterprise-grade multi-Agent orchestration platform: private deployment, tenant-level Token metering, semantic caching with a small-model pre-stage to cut total cost. It's the universal base under FangManLe and every other industry app.
Chain multiple Agents and tools together through low-code workflows.
Bring-your-own-key or connect private open-source models on-prem.
Track Token consumption and value-out by tenant, department, or project.
Built on the multi-Agent base, FangManLe is not "AI plugged into an old system" — AI is the operating system of the product itself.
Front desk, housekeeping, and revenue share a single view of room status — AI Agents actively suggest next steps.
Demand forecast + channel rules + competitive pricing combined into daily optimal-rate recommendations.
From check-in to check-out, AI automatically engages, re-engages, and re-activates — building a sustainable guest asset.
OTA reviews, enterprise WeChat, official-site chat unified — handled and escalated by AI Agents.
A unified API adapter connects Ctrip, Meituan, Fliggy, Douyin Local and other OTA calendar-room orders.
Aligned with cyber-security grading, encryption review, ICP and public-security filing — with tenant isolation and audit logs.
Demand forecast, competitive pricing, and channel rules combined — AI delivers the daily optimal-rate recommendation and explains "why we priced it this way." Revenue managers focus on judgment; AI handles the data.
Pricing Assistant main view · 30-day suggested prices + the price-confirmation panel
LLM reasoning · let AI explain "why we priced it this way"
Channel distribution + effective parameters · auditable, reproducible
Combines historical orders, search trends, holidays, weather, and more to predict future occupancy.
Based on historical data and external signals, AI simulates the expected occupancy and revenue for different pricing strategies — so revenue managers can see the consequences before changing a price.
Allocate rooms across channels by priority, floor price, and inventory rules.
Unify guest profiles from OTAs, official sites, enterprise WeChat, mini-programs, and more into one customer view with full lifecycle tags — so the hotel can truly "know" every guest.
OneID unified identity · auto-merge across channels with confidence scores
Guest value score · total spend / stays / AI LTV rating
Guest profile radar · multi-dimensional tags + AI guest insights
Match the same guest via mobile, WeChat OpenID, ID card, and more.
Auto-generate tags for preferences, family structure, business vs. leisure trips, and more.
From first browse → booking → stay → checkout → repeat, the full journey is recorded.
AI generates marketing content, DM scripts, and personalized perks — lifting public-to-private conversion; every share and interaction comes with data feedback.
Private-domain overview · health-score + AI health diagnosis + actionable advice
Weekly nurture campaign + anomaly radar · AI watches the conversion funnel and the drop-off signals
Page builder · visual configuration for private-domain home, coupon center, win-back pages, and more
Enterprise WeChat DM · auto-sends room vouchers and a welcome message
WeChat member center · points / vouchers / order history at a glance
AI continuously scans the health of your private domain, generates the weekly nurture plan, and surfaces anomaly signals — so operations know what to do next, instead of having to figure it out themselves.
Private-domain home, coupon center, win-back pages — all drag-and-drop without engineering. Ops can change a banner or push a voucher on their own.
From scan-to-add → auto welcome & voucher → member center (points / vouchers / history) — every guest is kept inside the private domain.
AI natural-language query · ask operational questions in plain Chinese; AI generates SQL and explains results
Order anomalies & churn warnings · AI monitors continuously and dispatches tasks to owners
Channel attribution · bookings, prices, and cancellation rates per channel at a glance
Business users ask in plain English; AI pulls data across multiple systems and explains the result.
AI monitors confirmed orders, churn probability, and pending-payment orders 24/7 — anomalies are auto-dispatched.
Break bookings, prices, and cancellation rates down by channel — AI points out where to lean next.