$ Services
Implementation of Meyerbro AI Solutions — delivered through direct, embedded engagements with engineering teams building private, local-first AI. From TensorRT-LLM tuning to SFF Blackwell deployment, Meyerbro AI Labs brings research-grade engineering to your infrastructure.
TensorRT-LLM Optimization
Production tuning of on-premise LLM and SLM workloads on NVIDIA Blackwell and Hopper hardware. Quantisation, kernel selection, request batching, and KV-cache strategies to reduce latency and increase throughput per GPU.
On-Premise SLM Deployment
End-to-end deployment of small language models inside customer-controlled environments. Model selection, hardened runtime, private endpoints, and air-gap-friendly packaging — so sensitive data never leaves the boundary.
High-Density GPU Orchestration
Scheduling, lifecycle management, and observability for dense GPU fleets. Kubernetes device plugins, MIG partitioning, heterogeneous node placement, and graceful failure handling for multi-tenant inference clusters.
Meyerbro Core Implementation
Implementation of Meyerbro AI Solutions built on the Meyerbro Core orchestration layer. Design partner engagements for organisations deploying private AI inside regulated networks.
AI Platform Engineering
Embedded engineering partnership to build and operate the underlying platform AI workloads run on — Kubernetes, HashiStack, CI/CD, secrets, and observability. Staff-level expertise applied directly to your infrastructure.
SFF Compute & Edge AI
Design and deployment of small-form-factor AI nodes for branch offices, labs, trading floors, and edge sites. Thermal-aware placement, power budgeting, and integration with centralised fleet management.
AI Observability
Full-stack monitoring for inference workloads: GPU utilisation, token latency distributions, model-level SLOs, cost-per-inference tracking. Built on Prometheus, Grafana, and OpenTelemetry.
Infrastructure as Code
Terraform, Terragrunt, Ansible, and Packer to codify GPU nodes, network fabrics, and orchestration layers. Reproducible, auditable deployments across on-prem, cloud, and hybrid footprints.
$ ready to discuss an implementation?
Connect on LinkedIn to start the conversation.