OpenFDE 雨燕OpenFDE
§CCustomer cases

Results speak.

Every case runs on real business: real customers, real metrics, real revenue. That's the difference between the FDE model and a consulting report — we deliver outcomes, not advice.

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Brands served (incl. team members' prior engagements)
§01Featured cases

From a one-month residency to outcome-based revenue share

SKECHERS

Retail & E-commerce
Pain

E-commerce detail pages hand-templated — fast-paced, high-volume, judgment hard to teach.

Solution

Founder-led FDE team embedded for one month; senior designers' templating judgment distilled into rules, iterated into an automated AI detail-page production line.

95%
AI templating accuracy
1 month
On-site delivery
Pipeline
From tool to production line

A leading infant-formula brand

Maternal & Infant
Pain

Thousands of KOS accounts, one voice required — without sounding identical.

Solution

Social-media expert agent: brand content hub plus batch generation and distribution across the KOS matrix.

2,244
KOS accounts run as one
355,408
Followers covered
4,906
Posts per month

A global payments network × bank credit card

Finance & Payments
Pain

Cardholders, merchants and partners need continuous engagement beyond human capacity.

Solution

Private-domain expert agent: 7×24 WeCom community Q&A, moments + group chat + lead conversion in one loop, high-intent leads handed to account managers.

7×24
WeCom community online
One loop
Moments + groups + leads
Human+AI
High-intent leads to AMs

A top diamond wholesale group

Wholesale & B2B Trade
Pain

High-ticket lab-grown diamonds, non-standard SKUs, deals hinge on senior sales judgment.

Solution

B2B sales expert agent: enquiry, certificate check, quote, payment and shipping inside WeChat — paid by revenue share on closed deals.

20 msgs
Chat to a closed deal
Same day
2 IGI diamonds shipped
2 weeks
20 orders on rev-share

A top paid-community founder IP

Knowledge & Creator IP
Pain

Founder information overload; top operators' renewal judgment impossible to clone.

Solution

Daily digest with topic suggestions and schedule reminders; a renewal 'AI strategist' pushes evidence-backed next actions, sent by humans.

+15%
Renewal progression (A/B)
0
Deals lost in the trial
Daily
Digest on schedule
§02More industries

The same method, in more fields

Retail & E-commerce

A private-domain e-commerce brand

Private-domain expert agent takes the night shift and closes.

62%
Night enquiries handled
+65%
Moments-driven sales
13×
Ad ROI
Healthcare

A health-services provider

Private-domain expert agent handles intake and runs day-1/3/7 follow-ups automatically.

20k+
Daily enquiries handled
-65%
Manual workload
1/3/7
Follow-ups never missed
Education & Training

A writing-course team

The agent learned the house style: praise first, correct one thing, end with an example.

8 sec
In-group response
70%
Repeat questions absorbed
15×
Return on input
Travel & Live Events

A world-cruise & luxury travel agency

B2B sales expert agent works the night shift with real-time cabin inventory checks.

90%+
Real-time cabin checks
Night
No enquiry lost
End-to-end
High-ticket follow-through
Travel & Live Events

A global concert-ticketing seller

Private-domain expert agent tracks tours, alerts on-sales, bundles tickets + hotel + visa.

30+
World tours tracked
<1 min
On-sale alerts
Bundled
Ticket + hotel + visa
Local Services

A wedding-photography studio

Private-domain expert agent detects booking intent instantly and confirms budget and dates.

2 sec
Booking-intent detection
3 steps
Budget & date confirmed
Visits
Pushed through to store

Want to be the next case?

An FDE team embeds to diagnose your workflow, systems and data, then defines a first use case you can verify.