Aolani, a Singapore-founded neocloud, has launched the Aolani Token Factory, a managed inference platform that allows organizations to deploy and scale AI models on a pay-per-token basis without needing to provision or manage GPU infrastructure. This move positions Aolani as the first Singapore-founded neocloud to offer production-grade managed inference at scale.
As global AI companies expand operations in Singapore and businesses worldwide invest in AI, the demand for production-grade inference infrastructure is accelerating. The Token Factory aims to close the accessibility gap, providing AI-native companies and enterprises a compliant and high-performance path from experimentation to production-scale deployment.
The platform uses per-token metering, where customers pre-purchase credits and pay based on token consumption, avoiding heavy capital expenditure on GPUs. Aolani manages the entire inference stack—including GPU allocation, model serving, orchestration, scheduling, and workload optimization—allowing customers to scale without continuous infrastructure provisioning.
At launch, the platform supports leading open-source models such as DeepSeek, GLM, Kimi, and Qwen. Customers can also deploy their own models via OpenAI-compatible APIs. For enterprises with strict compliance and data residency requirements, dedicated capacity and data isolation options are available.
The Token Factory targets three core use cases: AI agents for high-volume inference and workflow automation, enterprise AI applications like internal copilots and knowledge assistants, and coding agents for code generation and review.
Sea Xu, Applied AI Research Lead at Aolani, said: "The Aolani Token Factory is built on a high-performance inference stack that supports the most in-demand open-source model families. We designed the platform for fast model adaptation and deployment, so our customers can get access quickly as new models emerge. As Southeast Asia's AI ecosystem evolves, it is our goal to ensure infrastructure keeps pace."
Nicholas Chia, CEO of Aolani, added: "Fast-moving AI natives want to build and ship products flexibly and on-demand, without managing GPU fleets. With competitive per-token pricing and a fully managed stack, companies can go from model selection to production deployment without capital outlay or operational complexity. This milestone will fundamentally change how customers access AI compute."
The launch comes as AI adoption accelerates across Asia, with companies seeking cost-effective and scalable solutions. The Token Factory's pay-per-token model lowers entry barriers, enabling startups and enterprises to leverage advanced AI without heavy upfront investments. This could democratize AI access in the region, fostering innovation and competition.
Interested parties can register interest at Aolani Token Factory. Aolani is headquartered in Singapore and was founded in 2023, backed by compliant infrastructure to deliver next-generation AI performance. Its AI factories support organizations in Asia's fastest-growing AI market.
