ScaleLab Tech delivers production-ready AI infrastructure — GPU inference clusters, token management, and API gateway services. If you need models running in production without managing the hardware yourself, we handle that.
Explore Our ServicesScaleLab Tech Limited (香港思凱科技有限公司) is an AI infrastructure company incorporated in Hong Kong. We build and operate GPU computing clusters, token management systems, and API gateway services for enterprise clients across Asia-Pacific.
The team has hands-on experience running large-scale inference workloads, multi-tenant API platforms, and distributed computing systems in production. We focus on the operational side of AI — keeping models running reliably, at low cost, with minimal latency.
Our clients typically need AI inference capacity without wanting to manage GPU fleets themselves, or need a unified API layer to manage access across multiple model providers.
Managed GPU inference on NVIDIA A100/H100. Deploy LLMs, image models, or custom ML models behind auto-scaling endpoints. We run vLLM and TensorRT under the hood — you get an API endpoint and pay by usage.
A single API gateway for accessing multiple LLM providers. OpenAI-compatible interface, usage metering, rate limiting, team-level access control. Consolidate your AI spend into one dashboard.
Applied AI for specific business problems: ad spend optimization across Google/Meta/TikTok, credit risk scoring, fraud detection, and automated reporting. We integrate models into existing workflows rather than selling generic "AI solutions."
TensorRT + vLLM serving stack, optimized for throughput on A100/H100 GPUs
Scale GPU allocation up and down based on traffic. Scale to zero when idle to cut costs.
Route requests to different models/providers based on cost, latency, or availability. Automatic failover.
TLS everywhere, API key hashing at rest, request logging, IP allowlisting for enterprise accounts.
Rm 5042, 5/F, Yau Lee Centre, No.45 Hoi Yuen Road, Kwun Tong, Kowloon, Hong Kong
alex@scale-lab.net
www.scale-lab.net