Your team's best
judgment,
for every customer.

Flowan · Expert Agents

Distill how your best people think, decide, and work into expert agents that deliver outcomes in every customer conversation.

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Customer conversationAgent serves the customer
YESTERDAY
Does this bag come in ivory?18:09
12 in stock — ivory is the fastest mover this week; next restock is the 18th. Ships in 48h, tonight order lands before Friday.18:09
Send me the link.18:10
Sent. I am holding a matching ivory card holder for 30 minutes — pay within that window and they ship together.18:10
Conversation moved forwardSend purchase link18:10
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1000+customers50+channels7×24onlineExpert judgment · Team capability · Customer outcomes

Not another tool

Turn the experience of a few into a capability the whole company can use.

From first inquiry to repeat business, expert agents bring your team’s judgment into every critical moment.

7×24Always online50+Channels1Shared standard

Four experts, already at work

Not a generic assistant. Specialists who know the work.

Every agent has a clear role, dedicated knowledge, operating boundaries, and a path to improve.

01
WeChat / WeCom

Private Growth Expert

Catch every inquiry and move each relationship forward in your team’s best voice.

02
Full sales cycle

B2B Sales Expert

From need discovery and matching to order, payment, and shipping—give every rep your best seller’s method.

03
Content growth

Social Media Expert

Learn your topics, voice, and taste, then continuously create, distribute, and improve content.

04
Scripts / videos

Short-video Expert

Turn your instincts for hooks, pacing, and conversion into a creative engine that keeps learning.

Real work, not a concept demo

See how an agent turns one question into an outcome.

Wedding Studio

Local Service Solution

A customer wants wedding photos after seeing a studio on short video, but needs clarity on style, price, schedule and photographer. The senior advisor at the shop asks about budget gently first so customers don't feel awkward, then talks style — the AI follows the same rhythm.

Clear booking intent with voice-ready IM support
2sintent detection3booking stepsVisitscheduled
08:28
Want a forest-themed wedding shoot. Any late-November slots?

The Flowan engine

Five stages turn team wisdom into an expert agent that improves.

01

Capture

Capture real decisions across desktop, WeChat and WeCom, tagging reusable expert moments.

02

Elicit

AI-led interviews surface tacit judgment, trade-offs and boundaries experts rarely articulate.

03

Distill

Refine an 8-layer Expert RD: identity, skills, mindset, rules, cases, boundaries, evolution and outcomes.

04

Build

Compile the Expert RD into a runnable agent connected to knowledge, tools and channels—in as little as 30 minutes.

05

Evolve

Use 8-dimension evaluation, ratchets and GEPA reflection so every outcome improves the next decision.

Live in as little as 30 minutesDeep distillation and 24/7 shadow learning typically continue for 1–3 months, moving from capable to truly business-aware.

Humans stay in the loop

AI handles repeatable judgment. People own the relationships that matter.

Agents know when to act and when to stop for human judgment. Capability scales; responsibility stays with your team.

  • Approval for critical actions
  • A trace for every decision
  • Pause and take over at any time
FLOWAN CONTROLSales agent · Live
Need identified14:21:08Done
Inventory and quote matched14:21:11Done
Discount exceeds authorityWaiting for managerReview
Every action is traceable and reversible

Where customers are, agents are there

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Built and backed for real work

Deep AI craft. Real operating context.

Flowan is a focused AI and operating team turning real industry expertise into expert agents that can be deployed independently.

01Backed by MiraclePlus

Supported by an entrepreneurial and industry network for long-term product building.

02Fudan · Tongji · ECNU · DHU

A team spanning AI engineering, product and real B2B operations.

031,000+ customers and real cases

Across consumer, finance, education, local services and expert sales.

04Your data. Your brand.

Isolation, audit, human takeover and dedicated runtimes—with independently deployable agents.

Questions

A few things to know before we begin.

01Do we need a technical team?

No. Upload product docs, FAQs and playbooks; Flowan handles capture, distillation, build, deployment and improvement.

02How is this different from ChatGPT or a chatbot?

General AI answers questions. An expert agent has your role, knowledge, brand voice, tools and boundaries—and completes work in real systems.

03How is this different from Coze or Dify?

Tool platforms help you assemble flows. Flowan distills tacit team judgment into runnable, improving expert agents and deploys them into channels.

04Is our business data secure?

We support isolation, private knowledge, approvals, full audit and human takeover. Dedicated runtimes are available for enterprise customers.

05Which channels are supported?

We support WeChat DMs, groups, Moments, Channels and Official Accounts, plus WeCom, Xiaohongshu, Feishu, DingTalk, Douyin and web. OpenClaw extends this to 50+ channels.

06How quickly can we go live?

Standard roles can go live in as little as 30 minutes. Deep distillation with 24/7 shadow learning typically continues for 1–3 months.

Let wisdom flow. Let growth land.

Turn your team’s best judgment into a capability that works every day.

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