Artificial Intelligence
AI grounded in engineering, not trend-chasing.
A lot of AI deployments fail in production — not because the models are bad, but because no one built the surrounding system properly. We approach AI the same way we approach software: with engineering discipline, clear success criteria, and a focus on what actually works in your environment.
Start a ConversationWe design and deploy AI systems that give your organization a clear, measurable advantage — from LLM-powered assistants to production ML pipelines your teams can act on with confidence. Alongside our engineering work, we operate a dedicated human-data practice for training and evaluating large language models, with particular strength in Bahasa Indonesia and Southeast Asian languages.
Real AI advantage comes from the whole system — the data, the model, the deployment, and the humans who use it. We build all of it.
Service Areas
AI strategy & advisory
We help you cut through the noise — identifying where AI creates genuine, measurable value for your organization, and where it doesn't justify the investment.
LLM application development
Retrieval-augmented assistants, autonomous agents, and intelligent copilots built on your own knowledge and grounded in your data.
Model fine-tuning & custom development
Off-the-shelf models often underperform in specialized domains. We adapt and train models to your language, your data, and your constraints.
MLOps
Deploying a model is the beginning, not the end. We build the infrastructure to monitor, maintain, and improve models reliably in production.
Data labeling & annotation
A managed human-data practice covering RLHF and preference data, model evaluation and red-teaming, and high-quality annotation with deep coverage of Southeast Asian languages.
If AI is on your roadmap and you want it done properly, let's talk.