
Production-ready private AI clouds, built with Knovel and Lablup
Lablup collaborates with Knovel Engineering, a Singapore-based Enterprise AI Partner that builds, assures and deploys private AI clouds on Backend.AI: from compute to production-ready AI for government and other highly regulated environments.
Learn more about Backend.AIKnovel Engineering and AI assurance
Grounded in AI, cloud, and data expertise, Knovel Engineering is a Singapore-based enterprise AI partner that helps government and highly regulated entities to adopt and scale AI. It designs, validates, and deploys real-world AI systems so governments and enterprises can put AI they trust into production.
Building on robust infrastructure, Knovel turns raw compute into production-ready AI, and keeps that work current by scouting and prototyping emerging tools as they mature. Every solution it delivers is rigorously tested for AI assurance, so what reaches production stays reliable and trusted.
×Backend.AI, delivered as a private AI cloud
Knovel builds, assures, and deploys Backend.AI as a complete private AI cloud. Rather than delivering GPU hardware alone, the partnership provides a platform that raises GPU utilization while keeping each organization in full control of its data and AI workloads. The result accelerates AI adoption, improves operational efficiency, and supports sovereign AI across highly regulated enterprises and government organizations.
Better together

End-to-end system integration
Builds, assures, deploys and on-going optimization of real-world systems from infrastructure to production
AI assurance
Every solution rigorously tested so deployments stay reliable and trusted
Emerging-tool enablement
Scouts and prototypes new AI tools as they mature, then brings them to production
Sovereign AI delivery
Private AI clouds for enterprises and government organizations
Backend.AI Platform
The operating system for AI workloads, running on any AI chip, anywhere
Fractional GPU
Container-level GPU virtualization that raises utilization and lowers cost
Proven at scale
120+ global sites running Backend.AI in production
Security & sovereignty
Multi-tenant isolation with full control of data and AI workloads
Knovel’s integration and assurance expertise meets Lablup’s AI platform, delivered as a private AI cloud organizations can trust.
What our leaders say
“Our partnership with Lablup combines advanced AI infrastructure management with deep enterprise AI implementation expertise. Together, we enable organisations to build secure, scalable, and cost-effective private AI clouds that maximise GPU utilisation while maintaining full control of their data and AI workloads.
Rather than simply delivering GPU hardware, we provide a complete AI cloud platform that accelerates AI adoption, improves operational efficiency, and supports sovereign AI initiatives across enterprises and government organisations.
Seah Hee Chuan, CEO of Knovel Engineering
“Backend.AI gives organizations one platform to run AI on any chip, anywhere, with the utilization and control that production demands. Knovel brings the integration and assurance expertise that turns that platform into systems enterprises and governments can trust, tested and ready for the real world.
We share a clear belief that AI should be both accessible and trustworthy, and this partnership delivers both: a private AI cloud that each organization fully owns, from compute to production-ready AI.
Jeongkyu Shin, CEO of Lablup Inc.
Read about our partnership
Click each item to read the press release.
Build a private AI cloud you can trust.
Talk to Knovel and Lablup about deploying Backend.AI as a secure, sovereign AI cloud.