We transform complex compute
into AI systems that perform
Capacity exists — but sits idle.
Modern AI depends on large-scale data,
GPU clusters, and distributed compute.
Most infrastructure wasn't built for this.
Modern AI depends on large-scale data, GPU clusters, and distributed compute. Most infrastructure wasn't built for this.
Project Meridian builds the infrastructure
that makes unused compute usable, at scale.
Project Meridian builds the infrastructure that makes unused compute usable, at scale.
Four integrated layers.
One coherent system.
Infrastructure Orchestration
Inference Systems
Systems for organizing GPUs, clusters, and distributed compute environments required to train and operate large-scale AI models.
Post-Training Pipelines
Systems for organizing GPUs, clusters, and distributed compute environments required to train and operate large-scale AI models.
Enterprise Data Systems
Systems for organizing GPUs, clusters, and distributed compute environments required to train and operate large-scale AI models.
Enterprise Intelligence
RAGs • AI Agents • AI Workflows
MERIDIAN LAYER
Agentic AI Cloud
RL Envs • Sandboxes • Data Pipelines
AI GPU Cloud
Training F/W
PT • SFT • RL
Inference F/W
Spec • Bench
Gpu Cloud
Orchestration • Storage • Compute
Four integrated layers.
One coherent system.
Working directly with teams
building modern AI infrastructure
Operate AI-native cloud infrastructure
GPU clusters and storage infrastructure become coordinated environments capable of supporting modern AI workloads.
Distributed
model training
High-Throughput
Inference Environments
GPU Cluster
Orchestration
AI-Ready Compute
Infrastructure
Production
Inference Systems
Fine-Tuning & Internal
Model Training
Enterprise AI
Platforms
Distributed Compute
Coordination
Build internal AI platforms
Existing compute infrastructure can be organized into cohesive environments capable of supporting internal AI development and deployment.
Every deployment is different.
Want to know what your infrastructure will cost and return? Share your setup with us and we'll model the exact costs, utilization, and ROI for your scenario.
Power & Cooling
Full cost breakdown for your GPU cluster and cooling setup
Inference ROI
Revenue potential and payback period modelled to your traffic
Built with Meridian
Operate AI-native cloud
Transform existing data centers into coordinated AI infrastructure with distributed compute orchestration.
Build faster AI pipelines
Accelerate model development with integrated training, fine-tuning, and deployment workflows.
Deploy internal AI systems
Build enterprise AI applications with secure data pipelines and compliance-ready infrastructure.
Ongoing confidential deployments across emerging neo-cloud providers and enterprise AI platforms