DJL EQUIPMENT
Practical Large Language Models for Southeast Asia
We are a Malaysia-incorporated AI company focused on large language models (LLMs) and intelligent agents.
From first PoC to production deployment, we help businesses turn their data into real-world AI products – safely, reliably, and at scale.
Incorporated in Malaysia as a Private Company (Sdn. Bhd.) – Certificate of Incorporation on file.
ABOUT US
Who We Are
We're an AI studio based in [Your City], Malaysia, specialized in LLM-powered applications.
We combine deep model expertise with hands-on product experience to help:
Enterprises modernize their workflows with AI
Startups launch AI-native products faster
Regional teams build solutions tailored to English, Chinese, Malay and other Asian languages
Our team covers the full stack: from model selection and fine-tuning, to system design, deployment and long-term optimization.
What We Do
1. LLM Strategy & Proof of Concept
Identify high-impact AI use cases in your organisation
Evaluate which models (open-source or commercial) fit your needs
Build 2–4 week PoCs to validate quality, latency and cost before you commit
2. Custom LLMs & Fine-Tuning
Fine-tune models on your domain data (documents, chats, logs, code)
Build Retrieval-Augmented Generation (RAG) pipelines for private Q&A and knowledge bases
Set up evaluation and guardrails to keep responses safe and on-brand
3. AI Agents & Workflow Automation
Multi-step agents that can read, write and act across your tools (email, CRM, ERP, ticketing)
Document processing and summarization at scale
Customer-facing chatbots and internal “AI copilots” for sales, support and operations
4. Deployment & Infrastructure
Cloud, on-premise, or hybrid deployments – depending on your data and compliance needs
Support for GPU clusters (including high-end accelerators such as B-series)
Monitoring, logging, cost tracking and continuous improvement
Technology Focus
We work with a mix of open-source and commercial LLMs, chosen per project:
General LLMs for chat, reasoning and content generation
Code-focused models for developer tools and automation
Vision / multimodal models for image or document understanding
Evaluation frameworks to measure accuracy, safety, latency and cost
Where it matters, we priorities:
Data privacy – your data stays under agreed jurisdictions and environments
Explain ability – clear designs so your team understands how the system works
Performance / cost balance – right-sized models for your workload, not overkill
USE CASES
Some ways clients work with us:
Customer support copilot – AI assistant that drafts replies, surfaces relevant policies and learns from past tickets
Enterprise knowledge assistant – secure Q&A over contracts, manuals, SOPs and reports
Document & contract AI – extract key fields, classify documents, suggest next action
Internal copilots – for HR, finance, legal and operations teams
AI features inside your product – chat, search, recommendations, insight reports
Industries we serve include technology, manufacturing, finance, logistics, energy, and healthcare-adjacent services.
WHY WORK WITH US
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Work With Us
Ready to explore what LLMs can do for your organization?
Tell us about your team, your data, and what you’d like AI to help with.
We’ll reply within 2–3 business days with a proposed next step (call, demo or PoC plan).