Hanlan AI Operating Engine

02 / PRESSURE

The operating pressure businesses face

Money is spent. Teams stay busy. Operating capability still fails to compound.

Leads arrive, sales follows up, service responds, content ships, and data is produced. Yet when each task ends, many businesses still start over.

01High cost

Growth still means adding more people and more budget

Lead sorting, customer replies, follow-up reminders, and reporting still depend on manual work. As the business grows, operating costs rise with it.

02Low efficiency

Everyone is busy, yet customers still wait

Information is scattered across teams and tools. Re-entry, repeated confirmation, and layered handoffs make critical actions arrive late.

03Lost opportunity

Acquisition is paid for, but leads break during follow-up

Inquiries go unanswered, intent is not reassessed, and quiet customers are never reactivated. Convertible opportunities leave unnoticed.

04No accumulation

The work gets done, but customers, data, and know-how do not remain

Effective methods remain in employees' heads, chat histories, and scattered sheets. When people or projects change, the team starts over.

The real gap

The greatest cost is not one campaign or one hour of labor. It is paying for the same work every day without turning outcomes into reusable operating capability.

03 / INTERACTION

Customer Interaction

Many opportunities don't disappear.

Ads are running, content is being published, sales are following up, customer service is responding, and customers continue to leave traces.

These fragments alone are minor daily matters. But accumulated over time, they affect how enterprises understand, follow up with, and convert customers.

Hanlan focuses on helping enterprises reconnect customers, content, sales, customer service, private domain, and data.

Explore Where AI Can Enter Your Business

Some customers have inquired.

Some customers have hesitated.

Some customers have compared.

Some customers stopped after asking.

Some customers entered private domain but gradually became quiet.

Some content was seen but didn't lead to follow-up.

Some data was recorded but didn't guide next steps.

Every customer interaction becomes an opportunity for understanding, follow-up, conversion, repeat purchase, and capability building.

04 / ACTION

Operating Action Engagement

Make operational actions visible earlier and engaged better.

After Leads Enter, More Than Just Recording

Customer visits, inquiries, adding WeChat, form submissions are just the first step. More importantly: where they came from, why they came, their current status, and who should follow up. Hanlan helps enterprises connect lead identification, judgment, and engagement actions.

When Customers Show Intent, More Than Just Waiting

Many customers won't convert immediately. They compare, hesitate, observe, and release different signals at different times. Hanlan helps sales identify customer status, follow-up pace, and communication focus.

In Customer Service Conversations, More Than Questions and Answers

Behind a customer's question may be needs, concerns, budget, timing, repeat purchase, or referral signals. Hanlan helps enterprises identify needs, discover opportunities, and build relationships from service interactions.

After Content Publishing, More Than Just Exposure

Short videos, articles, moments, community content shouldn't just stay at 'posted' and 'seen'. Hanlan helps enterprises integrate content into customer acquisition, education, conversion, and private domain operation.

After Private Domain Accumulation, More Than Just Customer Lists

Adding customers to WeChat, entering communities, staying in customer pools is just the beginning. Who deserves continued communication, who should be reactivated, who might repurchase needs continuous judgment. Hanlan helps enterprises turn private domain into sustainable user assets.

After Data Generation, More Than Just Reports

Ads, sales, customer service, content, and private domain generate data daily. Data truly enters operations when it helps enterprises judge customers, actions, and results. Hanlan helps enterprises convert scattered data into operational decisions.

Start From a Specific Scenario

05 / DIFFERENCE

HANLAN / AI

Hanlan's Difference

Hanlan isn't just adding another tool.

Ordinary AI Tools

Usually solve one action: reply, generate, record, count, remind.

HANLAN 01

Focuses on how these actions form results. We care about:

• Where customers come from

• Why they show interest

• Their current status

• Which step needs engagement

• How to continue communication

• Which actions are working

• Which experiences are worth documenting

• Which capabilities can be continuously reused

Hanlan wants to help enterprises build not an isolated tool, but a system that continuously understands customers, coordinates teams, and optimizes results.

Explore Where AI Can Enter Your Business

06 / ENGINE

AI ENGINE

AI Operating Engine

What is the AI Operating Engine

The AI Operating Engine is a set of AI coordination capabilities that enter enterprise operations. It helps enterprises accomplish seven things:

Hanlan wants to help enterprises not just 'use AI', but let AI truly enter real operations.

See customer actions

Understand customer needs

Judge conversion opportunities

Remind next actions

Coordinate sales, customer service, content, and private domain

Review which actions truly work

Document effective experiences for continuous reuse

01• Let customer actions be seen.

02• Let conversion opportunities be captured.

03• Let service processes be documented.

04• Let content and private domain coordinate.

05• Let data truly guide next actions.

The result is not just one service outcome, but a system that continuously optimizes.

View Product: AI Private-domain App Explore Hanlan AI Compute

07 / LOOP

Operating Loop Process

From One Customer Action to a Complete Operating System

Hanlan's AI Operating Engine runs around real enterprise operation chains:

Trigger

Customer visits, inquires, adds WeChat, joins groups, clicks content, or submits forms

Sense

Identify customer source, behavior, needs, intent, and status changes

Analyze

Judge customer status, key issues, follow-up value, and possible opportunities

Decide

Form next action recommendations

Execute

Coordinate sales, customer service, content, private domain, and other areas

Feedback

Collect customer responses, execution results, and conversion changes

Review

Analyze which actions work and which areas need adjustment

Evolve

Document effective paths as continuously reusable enterprise capabilities

Continuous Optimization

AI's true value isn't doing one more action for enterprises, but making effective actions continuously stronger.

08 / SCENARIO

WHO IT'S FOR

Who Should Use

Which Enterprises Should Chat With Hanlan First

If your business depends on customer acquisition, follow-up, service, content, and repeat purchase, you can start from a specific problem. Especially suitable for:

No need to integrate complete capabilities from the start. Start from the most impactful operating scenario.

Start From My Business Scenario

WeChat Private Domain Operations

Short Video Acquisition and Content Conversion

Local Life and Store Acquisition

Education Training and Course Conversion

Franchise and Lead Follow-up

Home and Decoration High-Value Consultation

Beauty, Health, Insurance and Other Communication-Heavy Industries

Customer Service Engagement and Repeat Purchase Operations

Brand, Team Lead, and Influencer Business Coordination

Service Enterprises Needing Customer Asset Accumulation

09 / START

START SMALL

How to Start

Chat About a Problem First, Then Judge a Path

You don't need to understand the complete AI Operating Engine or make complex decisions from the start. You can bring a real problem:

Possible Problems

• How to better engage leads after they enter

• How to continue communication after customers add WeChat

• How to reduce omissions in sales follow-up

• How to identify needs in customer service conversations

• How to integrate content into conversion after publishing

• How to continuously activate accumulated private domain customers

• How to guide actions after data accumulation

• Where should AI capabilities first be deployed

Hanlan Will Help You Analyze

• Which operating step the problem is at

• Whether AI capabilities are suitable to intervene

• Which small scenario to start from

• What data and touchpoints are needed

• Whether it's worth expanding to a complete operating loop

No need to make big decisions. Chat about a problem first and see if there's a lighter, faster, more effective solution.

Chat About a Business Problem

10 / CONTACT

CONTACT

Contact & About

Chat About an Ongoing Business Problem

If you feel:

Welcome to chat with Hanlan. You don't need complete requirements, just bring a real problem.

Hanlan will help you see: where the problem is, whether AI can intervene, and where to start.

Contact Hanlan

Customers have arrived but engagement could be more timely

Your team is working but results could be more stable

Content, customer service, sales, and private domain could coordinate better

Data exists but could better guide actions

AI is worth trying but you're unsure where to start

About Hanlan

Hanlan (Beijing) Advertising Co., Ltd. is an intelligent growth service company that integrates AI, data, and service capabilities into enterprise operation chains.

We don't just focus on what one tool can do, but on how problems in enterprise operations are discovered, how actions are executed, how results are reviewed, and how experiences are documented.

Hanlan believes AI's true value isn't replacing one action, but entering real enterprise operations to help enterprises continuously understand customers, coordinate teams, optimize results, and document effective paths as long-term capabilities.

If traditional services solve 'how to do it this time', Hanlan wants to solve 'how to continuously do it better'.