- Custom AI agents are trained on your own business data and answer customers on WhatsApp, voice, Instagram, web and Shopify.
- Simple single-channel agents can use a focused first-release scope after the required data is ready; integrations and edge cases are planned and tested before launch.
- Singapore SMBs in clinics, real estate, F&B, e-commerce and professional services are the most common fit.
- Every agent is built and supported through Banana Labs, AI Studio's dedicated AI agent studio.
- Pricing is a custom quote, scoped to your channels and how the agent connects to your existing tools.
What is a custom AI agent?
A custom AI agent is an AI system trained specifically on your business — your products, prices, policies, booking rules and FAQs — so it can hold a real conversation with your customers instead of running a scripted decision tree. Unlike a generic chatbot or RPA script, a custom AI agent understands context, remembers what a customer already said, and can take action: book a slot, qualify a lead, recommend a product, or hand off to a human when it needs to.
AI Studio scopes agents for channels that match the customer journey: WhatsApp AI agents, AI voice agents for calls, AI sales agents for defined qualification tasks, Instagram DM agents, Shopify agents for e-commerce storefronts, and customer-service agents for web chat. Each build uses approved business information. Response targets, hours of operation, supported languages and escalation paths depend on the channel and service arrangement.
Dedicated AI agent studio. AI Studio's custom AI agent builds run through Banana Labs — our specialist team and pipeline focused solely on designing, training and shipping AI agents. See our dedicated AI agent studio → bananalabs.io.
Which Singapore businesses are custom AI agents for?
Custom AI agents work best where customers ask repetitive questions, expect a fast reply, and where a missed message costs a booking or a sale. That describes most Singapore SMBs:
- Clinics & healthcare practices — appointment booking, pre-visit questions, reminders and rescheduling, handled instantly on WhatsApp or voice.
- Real estate agencies — routing buyer and tenant enquiries, sharing approved listing details, and collecting viewing requests for follow-up.
- F&B businesses — reservations, menu and allergen questions, delivery status, and order follow-up across WhatsApp and Instagram DMs.
- E-commerce & Shopify stores — an e-commerce website with an agent attached: product recommendations, order tracking, returns and sizing questions answered instantly on-site or via WhatsApp.
- Professional services — law, accounting and consulting firms using an AI agent to triage enquiries and book the first consultation.
How AI Studio builds a custom AI agent
Every agent is trained on your business, not a generic script. Our process, delivered through Banana Labs:
Data & scope
We collect your products, pricing, policies, FAQs and booking rules — the material the agent will actually be trained on.
Build & train
The agent is trained on your data and connected to the channel you need — WhatsApp, voice, Instagram, web or Shopify.
Test & refine
We test against real customer questions and edge cases before anything goes live, so responses stay accurate and on-brand.
Launch and hand over
After testing and approval, we configure the agent on the agreed channel and provide a hand-over for knowledge updates. Response times, monitoring cover, supported languages and operating hours depend on the platform, integrations and service arrangement.
Which channels can a custom AI agent run on?
| Channel | What it handles |
|---|---|
| WhatsApp AI agent | Bookings, order status, FAQs and lead qualification inside the chat app Singapore customers already use |
| AI voice agent | Answers and makes phone calls, books appointments and screens enquiries without a receptionist |
| Instagram DM agent | Replies to comments and DMs instantly, qualifies interest and routes to a human when needed |
| Shopify agent | Product questions, sizing, order tracking and returns directly on your storefront |
| Web chat / customer service | Responses from an approved knowledge base during the operating hours and escalation coverage in scope |
See the full range of builds at our custom AI agent page on Banana Labs.
How much does a custom AI agent cost in Singapore?
AI Studio quotes custom agent and software builds against the workflow, integrations, data preparation, human review and ongoing support required. Start with a focused first release and a written scope; discuss your use case and request a project quote.
Why AI Studio for custom AI agents
AI Studio is an AI-native agency — we do not resell someone else's chatbot platform. Custom AI agent builds run through Banana Labs, our dedicated AI agent studio, so you get a team focused specifically on agent design, training and deployment, backed by AI Studio's 14 years of agency experience and integration with our AI automation and Triple-Engine Framework for AI search visibility.
Custom AI agents in Singapore: your questions answered
What is a custom AI agent?
A custom AI agent is an AI system trained on your own business data — your products, prices, policies and FAQs — that talks to customers on WhatsApp, voice, Instagram, your website or Shopify, and can qualify leads, answer questions, book appointments and close simple sales without a human on the other end.
How fast can an AI agent go live?
Simple single-channel agents can use a focused first-release scope once AI Studio has the required business information. CRM, booking and Shopify integrations need additional time for connection testing and edge cases; the launch schedule is agreed after those requirements are scoped.
Which channels can an AI agent work on?
AI Studio builds AI agents for WhatsApp, voice calls, Instagram DMs, website chat and Shopify storefronts. Many businesses run the same trained agent across more than one channel so customers get a consistent answer wherever they reach out, and conversations can be escalated to a human on any of them.
How much does a custom AI agent cost?
AI Studio quotes custom agent and software builds against the workflow, integrations, data preparation, human review and ongoing support required. Start with a focused first release and a written scope; discuss your use case and request a project quote.
Will the agent hand off to a human when it should?
Yes. Every build includes hand-off rules: when a customer asks something outside the agent's knowledge, raises a complaint, or requests a person, the conversation is routed to your team with the full context attached. The agent is designed to handle the repetitive 80 percent, not to replace judgement on the cases that matter.
Can the agent connect to my CRM, booking system or Shopify store?
Usually, yes. Agents can read and write to common CRMs, calendars, booking tools and Shopify so they can check availability, log a lead or look up an order rather than just answer questions. Integration depth is the main driver of build time and cost, so we confirm which systems matter most during scoping.
Is our customer data safe with an AI agent?
Data handling is agreed at scoping: what the agent is trained on, where conversation logs are stored and how long they are kept, so the build fits your PDPA obligations. Sensitive actions such as taking payments or giving medical or legal advice are kept out of scope or routed to a human rather than left to the agent.