Supertype is a critical player in the AI agent ecosystem within Southeast Asia, specifically addressing the data bottleneck that prevents agents from performing reliably in financial contexts. Through their 'Sectors' product, they provide the structured data infrastructure necessary for agents to perform Retrieval-Augmented Generation (RAG) on Indonesian market data. This allows for the creation of agents that can autonomously plan market research, execute data-driven financial analysis, and power intelligent chatbots for large institutions like the Indonesia Stock Exchange.
The company is an active champion of 'Agentic AI,' moving beyond simple text generation to systems that possess a goal-based mindset and autonomous planning capabilities. They are active in the stack as both a data provider (via Sectors API) and an implementation partner (via their consultancy), making them essential for anyone building financial agents in the region. Their commitment to vendor neutrality ensures that the agents they support can be deployed across various model providers and open-source frameworks.
Supertype is an AI consultancy and data engineering firm based in Jakarta that operates with a distinct focus on technical depth over administrative management. Founded in 2021 by Samuel Chan—who previously established the Algoritma Data Science School—the company has built its reputation on handling complex AI implementations for Indonesia's largest institutions. Their client roster includes Bank Indonesia, the Indonesia Stock Exchange (IDX), and the Ministry of Finance, suggesting a high degree of trust in their ability to manage sensitive financial data and critical automation infrastructure.
What makes the company unique is its internal culture and hiring philosophy. They adhere to a strict policy of hiring mathematics and computer science graduates, avoiding the project management-heavy approach common in larger consultancies. This focus on engineering manifests in two ways: a managed services arm that builds custom AI for enterprises and an incubator arm that develops proprietary software products. The firm is 100% employee-owned and vendor-neutral, meaning they do not take kickbacks for recommending specific cloud or LLM providers, a rarity in an industry where partnerships often dictate technical choices.
While consultancy remains a core part of the business, Supertype has shifted toward infrastructure with its product, Sectors. Sectors is a financial data suite designed for the modern AI stack. It addresses the fundamental problem of data quality in financial machine learning by providing structured, API-accessible data from the Indonesia Stock Exchange. This is specifically marketed as the backbone for Retrieval-Augmented Generation (RAG) and AI agents.
By providing first-in-class APIs, Sectors allows developers to build financial chatbots and autonomous agents that are grounded in real-time market data rather than static training sets. The product currently powers over 500 financial workflows in the region, serving as a critical bridge between legacy financial systems and the emerging autonomous agent ecosystem. It includes features like the 'Fear and Greed Index,' which uses data engineering to quantify market sentiment, turning abstract trends into usable data points for automated trading and research agents.
The company operates primarily as a remote-first organization, with a engineering team that works from home 90% of the time, flying into Jakarta only for high-stakes workshops or retreats. This decentralized model allows them to recruit specialized talent across Indonesia while maintaining a physical presence for sales and government relations in the capital. Their technical stack is built on open-source principles, frequently utilizing tools like Kafka, Spark, and Cassandra to build streaming data pipelines.
Supertype avoids the 'black box' approach to AI development. They emphasize vendor neutrality and architectural transparency, which is particularly important for their public sector clients. Their work spans the full data lifecycle, from ingestion and cleaning to the deployment of deep learning models and agentic planning systems. By controlling both the data infrastructure through Sectors and the implementation through their consultancy, they have established a verticalized position in the Southeast Asian AI market.
Financial data infrastructure and APIs for AI agents and RAG workflows.
Supertype is hiring.