We Made AI Easy.

AI transformation, made simple.

Crescendo Lab helps you boost marketing efficiency, enhance customer service, drive sales growth, and unlock data value—no tech barriers, just results.

Crescendo AI Solutions: All-in-one Power for
Marketing, Customer Service & Sales

Crescendo AI Solutions: All-in-one Power for
Marketing, Customer Service & Sales

Crescendo Lab delivers end-to-end AI solutions to enhance business performance.
Our built-in AI Agent, AiMon, streamlines marketing, customer service, and sales through automation, generative AI, analytics, and machine learning. We also help integrate third-party enterprise AI tools and provide expert consulting to turn your data into actionable insights.
CL Built-in AI Agent

Multi-Scenario AI Agent
Powering Marketing, Service & Sales

Become an AI Trainer and Tame “AiMon”!Crescendo Lab’s dual systems—MAAC, an all-in-one AI marketing automation platform, and CAAC, an enterprise-grade AI conversational platform—come with a multi-functional AI Agent. We’ve named it “AiMon”, your ideal partner for marketing, customer service, and sales teams!
AI Integration Consulting

Unify Data and AI
Unlock Enterprise Intelligence

Integrate your business data with third-party AI tools to enable intelligent search, summarization, and decision-making—building a smarter brain for your enterprise.

Harness AiMon:
The Smart Assistant Built for Marketing, Customer Service & Sales Teams

#AI Marketing Agent

AiMon Marketing Automation Tool:Streamlining Your Marketing Workflow

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AI Content Generation

AI-Generated Content
Cuts Prep Time, Boosts Delivery

In Crescendo MAAC’s message editor, generative AI helps marketers create campaign content faster and more efficiently when sending LINE Official Account broadcasts. Simply enter a campaign brief, and the AI—trained on high-performing past messages—will generate tailored copy in seconds.(Feature coming soon)
  • Speed up message creation
  • Inspire new marketing ideas
  • Support for LINE Official Account campaigns
AI Predicted Purchase Probability

AI Learns from GA Data to Target Potential Customers

Once integrated with LINE Official Account and GA4, Crescendo’s MAAC system uses AI to autonomously learn from GA data and identify high-potential audiences—such as those who are active or likely to convert in the near future—enhancing your LINE marketing performance. It can automatically segment:

- LINE users active within the past 30 days
- New LINE users within the past 30 days
- Returning (purchasing) LINE users
- Dormant LINE users (inactive for 180 days)
- LINE users with high purchase intent in the next 2 weeks
  • Save marketers’ time on data analysis
  • Improve LINE OA open and conversion rates
  • AI continuously adapts with up-to-date behavior data
AI Product Recommendations

Leverage Behavioral Data to Recommend Relevant Products

With MAAC’s integration of LINE Official Account and GA4, Crescendo AI can analyze customer behavior—such as browsing, cart additions, and purchases on your e-commerce site—and automatically recommend personalized products via LINE messages to boost conversions.
  • Save marketers’ time on manual data analysis
  • Increase LINE OA message conversion rate and ROAS
  • Boost customer retention and repeat purchases
  • AI continuously learns and adapts to new data
AI Smart Sending

AI Automatically Finds the Best Time to Send Messages

AI analyzes user interaction data to determine the best time and channel to deliver messages—freeing marketers from manual analysis and boosting campaign results.
  • Save marketers’ time on data analysis
  • Improve open and click-through rates on LINE OA and SMS
  • Enable personalized messaging that boosts engagement
  • AI continuously learns and adapts to the latest behavior data
AI Insights

AI-Powered Marketing Insights & Strategy Recommendations

Crescendo MAAC offers comprehensive performance reports and LINE OA’s 5-key metric analysis—follower growth, traffic, gamification, automation, and notifications—benchmarking your brand against hundreds of others.

The AI assistant analyzes performance data to generate actionable strategy suggestions, recommend features and case studies, and identify active audience profiles such as product and campaign preferences to help you target high-value customers and scale lookalike performance.
  • Save time on manual analysis and accelerate decision-making
  • Even junior marketers can take action based on AI insights
  • Identify loyal customers and boost campaign ROI with audience profiling
AI for Marketing

MAAC: Complete AI Marketing Platform

AiMon’s marketing features are built into Crescendo’s MAAC: AI Marketing Automation Platform, which integrates LINE Official Accounts and SMS for seamless multi-channel campaigns. With AiMon, marketers can save time and boost efficiency with smarter, faster, and more targeted messaging — all in one place.

#AI Service Agent

AiMon Handles Up to 80% ofCustomer Inquiries with Quick, Automated Responses

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AI Automatic Replies

AI Automatically Replies Reduces Workload by 50%

Customer service representatives don't need to worry about getting overwhelmed by non-stop messages! The AI assistant will draw from the brand's existing knowledge base to automatically generate messages, send replies, and handle customer service. AI automated responses can reduce the workload for customer service representatives by 50%, freeing them up to handle complex messages or focus on other tasks. (Feature coming soon — stay tuned!)
  • Automated customer service reduces customer wait times
  • Relieves pressure on businesses facing staff shortages and high customer service demands
  • Supports multiple customer service channels, including LINE OA, Facebook, Instagram, WhatsApp, and official website chats
AI  Message Drafting

AI-Powered Responses = No More Endless Waiting

With AI drafting, your team can respond to inquiries in seconds. Simply enter a keyword or short phrase, and AI instantly generates a complete, professional reply. Customers get answers faster, while your team saves valuable time.
  • Faster responses and shorter customer wait times
  • Quickly and calmly respond to emergencies and complaints
  • Professional and polite responses, no matter the situation
  • No awkward learning curve for new staff
  • Seamless CAAC integration, no need to switch tabs  
  • Supports LINE OA, Facebook, Instagram, WhatsApp, and more!
AI Smart Responses

AI Generated Responses Based on Brand Expertise

Let AI learn from your brand and become a virtual customer service representative! Crescendo AI automatically reviews customer inquiries, retrieves answers from your brand’s existing knowledge base, and generates relevant responses. This allows customer service agents to quickly handle messages and calm customer concerns. (Feature coming soon — stay tuned!)
  • Helps customer service representatives quickly  respond to messages, reducing customer wait time
  • Learns from brand expertise to craft professional responses 
  • Reduces the pressure on customer service representatives to write messages from scratch
  • Maintains a professional and polite tone, unaffected by customer service representatives' emotions
  • Even newly hired customer service reps can start providing service
  • Seamless CAAC integration, no need to switch tabs
  • Supports LINE OA, Facebook, Instagram, WhatsApp, and more!
AI Recommended Templates

AI-Powered Response Templates for FAQs

After brands set up customer service message templates in CAAC, AI will automatically recommend relevant templates when it detects customer inquiries. Service agents can then simply select the best reply and send. 
  • Accelerate agent response times and reduce customer wait periods
  • Effortlessly resolve recurring customer inquiries
  • Maintain consistent brand messaging and tone across interactions
  • Enable new agents to provide immediate service support
  • Supports LINE OA, Facebook, Instagram, WhatsApp, and more!
AI Service Analysis

AI-Generated Conversation Summaries & Insights

When customer service agents update the message status to "Completed," the AI assistant will automatically generate a conversation summary, topic overview, and assign tags to categorize the message quickly. Examples include: return requests, membership profile changes, product complaints, or positive feedback. The CAAC Customer Service Analytics Report will display data analysis, like the AI topic adoption rate and message type, helping customer service agents assess service effectiveness. (Feature coming soon — stay tuned!)
  • AI automatically classifies and organizes conversations, saving your team time
  • AI applies tags instantly, reducing work for agents
  • AI generates smart summaries to help agents quickly review past conversations
  • Reports provide insights to measure performance and identify improvements
  • Quickly builds stronger understanding of customers and improves service quality
Enterprise-Grade AI

Dialogue Platform CAAC

CAAC provides integration for multiple brand communication channels, including LINE OA, Facebook, Instagram, official website chat, WhatsApp, etc.  It supports role-based permissions and message assignment to help companies effectively manage multi-team, multi-store, and multi-account communications. With AiMon's assistance, businesses can enhance customer service efficiency, resolve customer issues, and boost brand affinity.

#AI Sales Agent

AiMon: Delight Customers, Drive Sales

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AI Auto-Tagging

Understand customer sources and sales potential at a glance

AI automatically generates customer tags such as source (phone, LINE, in-store, website) and customer insights (interests, product usage, needs). This helps sales and service teams quickly understand customers and turn every interaction into a sales opportunity.
  • Saves time by eliminating manual tagging
  • Faster responses means increased customer engagement and retention rates
  • Provides clear insights into product usage and needs, boosting conversion success
  • Integrated with LINE OA, Facebook, Instagram, WhatsApp, and website chat
AI-Powered Sales Proposals

AI-Powered Sales Proposals Address Customer Needs

AI automatically identifies customer needs and learns from your brand's existing knowledge base, including product details, industry expertise, and service solutions. It then generates concise, tailored proposals and recommendations, enabling sales and support teams to respond with precision and professionalism. (Feature coming soon — stay tuned!)
  • Quickly respond to new customer inquiries and make the best first impression
  • Maintain consistent brand messaging and tone across interactions
  • Empower new sales staff to deliver instant, expert-level responses
  • Seamless CAAC integration, no need to switch tabs
  • Supports LINE OA, Facebook, Instagram, WhatsApp, and website chat
AI Sales Message Templates

AI Generated Responses Adapted to Customer Needs

Sales or consulting teams can pre-build sales message templates in CAAC. When engaging in customer conversations, AI identifies customer needs and recommends the most relevant response template depending on the scenario, such as: product recommendations, solution introductions, service process explanations, membership programs, promotions, discounts, educational content, or scheduling meetings.
  • Boosts sales and service efficiency,  faster customer conversions
  • Ensures messaging consistency across all customer interactions
  • Instantly matches the right template to the right customer
  • Enables new sales staff to deliver professional-level support
  • Supports LINE OA, Facebook, Instagram, WhatsApp, and website chat
AI Service Analysis

AI-Powered Service Analysis Improve Sales Strategies

AI generates summaries and classifications for “completed conversations,” such as product inquiries, pricing requests, discount demands, membership questions, or complaints. These are categorized into different message types and displayed in CAAC analytics dashboards, helping sales teams analyze interaction performance, and optimize sales strategies. (Feature coming soon — stay tuned!)
  • AI automatically classifies and organizes conversations, saving your team time
  • AI summaries help sales agents easily locate previous conversations
  • Reports provide insights into customer behavior
Enterprise-Grade AI

Dialogue Platform CAAC

CAAC provides integration for multiple brand communication channels, including LINE OA, Facebook, Instagram, official website chat, WhatsApp, etc.  It supports role-based permissions and message assignment to help companies effectively manage multi-team, multi-store, and multi-account communications. With AiMon's assistance, businesses can enhance customer service efficiency, resolve customer issues, and boost brand affinity.

700+ Clients Trust Crescendo Lab’s Expert AI Solutions

Data Power
50B
Messages Sent Per Year
Crescendo Lab excels in system integration and advanced data collection.
Processing
ISO 27001
Information SecurityCertification
99.9 %
System Stability
International
700+
International Brands from Taiwan, Japan, and Thailand Trust Crescendo Lab’s AI Solutions
Crescendo AI

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Frequently Asked Question

What is AI marketing? What are its benefits?

What is AI Customer Service? What are the benefits?

How Can AI Be Applied to LINE Official Accounts?

What Are the Types of Artificial Intelligence (AI)?

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What Should Businesses Consider Before Adopting AI?

Embrace AI
with Crescendo Lab

Crescendo Lab makes AI-driven business transformation simple and achievable.
  • 2022-2025 Awarded Taiwan LINE Gold Tech Partner
  • LINE CRM, Marketing, Service, Sales Products in One
  • Complete Ecosystem Integration
———   Sending 5B messages annually. All powered by our products    ———