AI Chatbots & Agents
AI chatbots and agents that answer from your own business
Macoin Technologies builds AI chatbots and AI agents in Malaysia for websites, WhatsApp and internal teams, trained on your documents and connected to your systems.
What is AI Chatbots & Agents?
Macoin Technologies Holdings Sdn Bhd builds AI chatbots and AI agents from Puchong, Selangor, for businesses across Malaysia. Our chatbots answer customers and staff from your own documents in English, Malay and Chinese, on your website or WhatsApp. Agents go further and take approved actions in your CRM, booking or order system, with human review where it matters.
Who this is for
Teams answering the same questions
Customer service or sales staff spend hours a day repeating answers that already exist in your documents, price lists and policies.
Businesses selling on WhatsApp
Enquiries arrive at night and on weekends, and leads go cold before anyone replies.
Companies with knowledge locked in files
Procedures, contracts and product manuals exist, but staff cannot find the answer when they need it.
What We Deliver
Customer chatbot
A website or WhatsApp assistant that answers from your approved content, captures the lead and hands over to a person when it should.
Internal knowledge assistant
Retrieval over your own documents (RAG), so staff ask a question in plain language and get an answer with the source it came from.
AI agents with guardrails
Assistants that check stock, create a booking or update a CRM record through your APIs, with permissions, logs and human approval for sensitive steps.
Why choose our approach
Answers you can trace
Every answer is grounded in content you control, and we test it against real customer questions before launch, not just a demo script.
Connected, not bolted on
We are a software house first, so the chatbot reads and writes to your real systems instead of living in a separate tool.
English, Malay and Chinese
Built and tested for how Malaysian customers actually write, including mixed-language messages.
We build our own AI products
Three AI products are in development in-house, and Brainbox, an AI platform for Malaysian SMEs, is a client. We know where these projects usually go wrong.
Scope an AI chatbot or agent safely
A useful AI assistant starts with the questions people actually ask and the content allowed to answer them. Decide the channels, languages and the moments a person should take over. If the assistant will act in your systems, define exactly which actions it may take and which need approval.
- Questions: a sample of real customer or staff questions to test against.
- Knowledge: approved documents, price lists and policies, and who keeps them current.
- Channels: website, WhatsApp, internal tools and languages.
- Actions: bookings, lookups or record updates, with permission limits.
- Handover: when and how a person takes over the conversation.
- Running costs: model usage, hosting and WhatsApp message fees.
We build our own AI products and work with Brainbox, an AI platform for Malaysian SMEs. A pilot on one channel and one set of documents is usually the fastest way to measure whether an assistant is worth extending.
WhatsApp for a quotationPlanning guides for this service
- AI chatbot cost in Malaysia: what you are actually paying for
What an AI chatbot costs in Malaysia: build scope, company-document search, WhatsApp and website channels, and the monthly model and hosting bills.
- AI agent vs chatbot: which does your business need?
AI agent vs chatbot for Malaysian businesses: when an agent that acts in your systems makes sense, and the guardrails, approvals and audit it needs.
- WhatsApp Business API automation in Malaysia: connect it to your systems
WhatsApp Business API automation in Malaysia: connect WhatsApp to your CRM, bookings and orders, and understand Meta's per-message pricing model.
- n8n vs Zapier vs custom code: business process automation in Malaysia
Business process automation in Malaysia: when Zapier or n8n is enough, when custom code wins on volume, rules and data residency, and how to decide.
FAQ
AI Chatbots & Agents questions we get asked
It depends on the channels, the content it must answer from and whether it needs to take actions in your systems. We are flexible: we can start with a focused pilot sized to your budget and extend it once it proves its value. WhatsApp +60 18-263 7350 for a quotation.
Ready to get started?
Tell us about your project. We'll get back to you within one business day.