Brightlume & vLLM
vLLM is the gold standard for self-hosted LLM inference. Brightlume helps organisations deploy and optimise vLLM for production model serving — on-premises or in the cloud.
What we deliver with vLLM
High-throughput model serving with vLLM. We don’t just advise — we build, deploy, and support production-grade vLLM solutions that deliver real business outcomes within 90 days.
- Self-hosted LLM inference deployment
- PagedAttention for efficient memory usage
- Multi-model serving and routing
- GPU cluster management and optimisation
- Kubernetes deployment and scaling
- Performance benchmarking and tuning
Our approach to vLLM
A proven 90-day methodology from discovery to production deployment.
Discovery
We assess your current stack and identify the highest-value vLLM use cases for your organisation.
Architecture
We design a production-ready vLLM solution tailored to your security, compliance, and integration requirements.
Build & Deploy
We build, test, and deploy your vLLM solution — production-ready within 90 days, not a proof-of-concept.
Scale & Support
We upskill your team, monitor performance, and optimise your vLLM deployment as your needs evolve.
Average time to production
Of pilots taken to production
Team enablement included
Response time on enquiries
Why enterprises choose Brightlume for vLLM
Production, not PowerPoint
We ship working AI software, not strategy decks. Every engagement results in a production-deployed solution with measurable business impact.
90-day delivery guarantee
Our battle-tested methodology moves from discovery to production in 90 days — fast enough to demonstrate ROI within a single quarter.
Enterprise-grade security
Built for regulated industries. Governance, compliance, and security frameworks that meet the standards Australian enterprises demand.
Your team gets stronger
We embed with and upskill your people so they can maintain and evolve AI solutions independently. No long-term dependency.
Ready to deploy vLLM in production?
Tell us about your vLLM challenge and we’ll show you how we can take it from idea to production — in 90 days or less.