ChatGPT integration Singapore

ChatGPT integration for web and mobile apps, with controls

We put GPT, Claude, or Gemini inside your product so it can draft, search, and summarise against your data. The model does not ship raw answers to customers without a review path.

Scope an LLM integration Need agents instead?

What we integrate

LLM integration for Singapore products

ChatGPT is one option. The work is the same for Claude, Gemini, or an open-source model: retrieval, UI, and a place for a human to say no. If you are still choosing retrieval versus a custom model, read when RAG beats fine-tuning. If the question is what personal data may leave the organisation, use the PDPA checklist for LLM features.

In-product assistants

Support, sales, or internal Q&A that answers from your documents instead of guessing.

Draft-and-review flows

Emails, quotes, tickets, and summaries that a person edits before anything is sent.

Tool-calling, not just chat

When the model should fetch stock, open a ticket, or write to your CRM, we treat it as an agent. See AI Agents Singapore.

Guardrails and logging

Prompt boundaries, source citations, audit logs, and a fallback when the model is unsure.

AI Agents Singapore

When the model should call tools and move a workflow, not only reply.

AI mobile app development

When the ChatGPT feature lives inside an iOS or Android product.

AI development Singapore

The broader commercial page for chatbots, RAG, and custom AI apps.

ChatGPT integration FAQs

What does ChatGPT integration actually include?

We connect an LLM (OpenAI GPT, Anthropic Claude, Google Gemini, or an open-source model) to your web or mobile app. That usually means a retrieval layer over your data, a UI for the conversation or draft, and rules for when a human must approve the output.

Is this the same as building AI agents?

No. ChatGPT or LLM integration is the model inside a product. AI agents Singapore is the next step: the model calls tools and moves a workflow. Many projects start here and become an agent once the first use case is trusted.

Can you add ChatGPT to an existing app?

Yes. Most work is an API integration plus a retrieval store and a review screen. We do not ask you to replace the app unless the current stack cannot host the feature safely.

Which model should we use?

It depends on data sensitivity, latency, and cost. We start with a hosted model for speed, then move to a self-hosted or Singapore-region option if PDPA or buyer policy requires it.

Ready to put ChatGPT in the product?

Tell us the screen and the data source. We will say whether a simple LLM integration or a full agent is the right first step.

Book an integration call View AI development