We design, build and deploy custom AI agents, chatbots and fine-tuned language models that automate real work — grounded in your data, delivered 100% online.
Whatever your use case, we take it from idea to a production system you can rely on.
Support, sales and internal assistants that answer from your documents and take actions via tool calling.
Retrieval-Augmented Generation over your knowledge base — accurate, up-to-date and citable answers.
Adapt a small language model to your tone, format and task with LoRA/QLoRA for lower cost and latency.
Connect AI to your business: reporting pipelines, data extraction, CSV-to-PDF, and API integrations.
Ship your agent where your customers already are — website widget, WhatsApp, or private API.
Honest eval sets, LLM-as-judge and human spot-checks so quality is measured, not assumed.
We map your use case, data and success metrics
A working proof-of-concept on your real data
RAG / fine-tuning, tested against an honest eval set
Ship to production, monitor and improve
Want to see it live? Try the interactive AI Lab demo, or read RAG vs Fine-Tuning and how we fine-tune small models.
A chatbot answers questions; an AI agent can also take actions — look up data, call APIs, fill forms, and complete multi-step tasks. We build both, from simple FAQ bots to agents that automate real business workflows using RAG and tool calling.
Custom AI chatbots and agents start from RM 3,000, and full LLM fine-tuning projects from RM 8,000. The final price depends on scope, data and integrations — we provide a fixed quote after a free consultation. See our pricing.
Yes. We use Retrieval-Augmented Generation (RAG) to ground answers in your documents, and fine-tuning to teach a consistent tone, format and task behaviour — often combining both for production systems.
On your website, WhatsApp, internal tools, or a private API endpoint. All work is delivered 100% online from Malaysia to clients worldwide.
Tell us your use case — we reply within 48 hours with a plan and a fixed quote.