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KAIzen Consult - Agentes de IA personalizados para pymes | Procesos +

Ticketing Agent

Hogar Móvil

The answers already exist. The bottleneck is who writes them.

80% of the queries your team receives have known answers: they're in the catalog, the shipping conditions, or in the minds of those who have been working there for years. We've built an assistant that responds with that information in seconds, via WhatsApp, web, or email—and only forwards to your team what requires expertise.
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The Problem

Do any of these situations sound familiar?

"We always answer the same questions."

Where is my order? How long will shipping take? Do you have this product? 80% of inquiries are repeated, and each one interrupts someone on your team.

"Messages pile up and we reply late."

A customer who waits two days for a response is a customer who's already looking at your competition. And weekend inquiries will find your inbox full by Monday.

"Growth means hiring more people to respond."

Each campaign, each new market, each seasonal peak multiplies inquiries. Expanding staff just to answer messages isn't always cost-effective.
The solution

What the assistant does for you, every day

  1. Responds instantly, with your information

    Before starting, we upload your documentation to the system: catalog, shipping conditions, return policies, FAQs. The assistant responds only with that information, using your company's tone and in the customer's language.
  2. Serves where your customers already are

    WhatsApp, chat on your website, or email. You don't force anyone to download anything or call during business hours. The conversation is recorded, no matter how it comes in.
  3. Knows when to hand off to your team

    If the inquiry is sensitive, the customer is upset, or information is missing, the assistant transfers the conversation to a person with all the context. Your team gets involved where they add value, not before.
  4. Shows you what your customers are asking

    Every conversation is recorded and categorized. Within a month, you'll know which questions are recurring, which products generate the most inquiries, and where you can improve: information that currently gets lost in the inbox. [...]

78%

Of queries resolved without human intervention

38 s

Average response time

24/7

Available nights, holidays and peak seasons
Who is it for?

Designed for SMEs with a real volume of inquiries

This fits you if…

  • You receive inquiries daily via email, WhatsApp, or your website: e-commerce, distribution, services, clinics.
  • Many of the questions are repetitive and have known answers.
  • You have the information somewhere (website, catalogs, documents), even if it's disorganized.
  • You want to grow without the cost of customer service increasing at the same rate.

This isn't for you if…

  • You only receive a handful of inquiries per month: it's not worth the investment.
  • Each inquiry is unique and requires expert judgment in every response.
  • You're looking to completely eliminate human contact with your customers: the system is designed to complement your team, not replace it.
Hogar Móvil

For technical profiles: how it is built

What follows is the detail of architecture and integrations.

System Architecture

The wizard is orchestrated on n8n (self-hosted, on client infrastructure) with a RAG architecture based on the company's knowledge base:

  • Knowledge Base (RAG):The client's documentation (catalogs, policies, FAQs, product sheets) is indexed in a vector database. The assistant retrieves the relevant fragments and generates the response solely from them, minimizing confusion.
  • Intent Classification: Each incoming message is classified (order status, product question, complaint, sales, etc.) and follows a different path: direct response, query to the client's systems, or escalation.
  • Escalation to Human: Configurable rules (negative sentiment, sensitive topics, low confidence in the response) transfer the conversation to the team with the complete history.
  • Multichannel: WhatsApp Business API, web chat widget, and email (classification and draft responses). Same knowledge base across all channels.
  • Logging and analytics:Each conversation is logged in the CRM with topic and resolution tags, generating a dashboard of recurring queries.
n8nRAG + LLMWhatsApp BusinessCRMEmail

Common Integrations

  • Messaging:WhatsApp Business API, embedded web chat, shared mailboxes (Gmail / Microsoft 365).
  • CRM and Systems:HubSpot and other CRMs with API; order status query against the client's e-commerce or ERP when the response depends on real-time data.
  • Languages:Automatic detection of the client's language and response in that language, using the same knowledge base.

Real-world case study: International B2B e-commerce

For an international B2B e-commerce platform with clients in multiple countries and languages, we set up a support agent based on their knowledge base and CRM. The operational result: 78% of queries are resolved without team intervention, with an average response time of 38 seconds, allowing the human team to focus on sales conversations and issues requiring expert judgment. The patterns identified in the queries also helped improve the product pages that generated the most questions.

Frequently Asked Questions


It says so and passes the conversation to someone on your team, with all the context of what was discussed. It's configured to respond only with information from your documentation: if it doesn't have it, it doesn't make it up.

The assistant only responds based on your own documentation: catalogs, terms and conditions, policies, and FAQs. Before being put in front of real customers, it's tested with your team and fine-tuned until the responses are accurate and sound like your company's.

The assistant presents itself as what it is: it doesn't deceive anyone. What your customers value is the right answer in seconds, at any time, in their language. And when the situation calls for it, there's a real person on the other side of the conversation.

The system is built on infrastructure that you control, and your customer data is not used to train any model. We define with you what information the assistant can see and what is excluded.

WhatsApp Business, website chat, and email—separately or in combination. The conversation is recorded in your CRM regardless of the channel it originates from.

Between two and five weeks, depending on the channels and available documentation. We start with a single channel and the most frequent type of inquiry, measure the results, and expand from there.

Let's talk

If your business is ready to take the leap, let's talk.


Free assessment: we identify processes, flows, and custom AI opportunities for your operation.

 



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Financiado por la Unión Europea Next GenerationEU Plan de Recuperación, Transformación y Resilencia
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