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About Us - Our AI Expertise

Deploy AI anywhere — cloud, edge, and on-prem

  Deploy AI in the real world — from on-prem GPU hardware to production software, security, and ongoing operations.   


Enterprises, mid-market ops teams, regulated industries, and orgs that can’t rely on “just an API.” 

 

We design, deliver, and operate secure AI systems across cloud, on-prem, and edge—combining GPU hardware stacks with hardened software platforms. 

 

Core offerings

Hardware Deployment
GPU servers & clusters, networking, storage, rack/stack, burn-in, performance validation
Software Deployment
Model serving, RAG, MLOps, security, observability, governance, lifecycle management




Hardware Deployment

 

What’s included


  • GPU sizing + capacity planning
     
  • Server + storage + networking design
     
  • Rack/stack, power/thermal validation
     
  • Kubernetes + GPU operator setup (if needed)
     
  • Security baseline + patching
     
  • Benchmarking (throughput/latency) & handoff
     

Packages


  • Starter Pod (single-node / small cluster)
     
  • Scale Cluster (multi-node training/inference)
     
  • Edge Pods (distributed sites)

Software Deployment

 

What’s included


  • Model serving (APIs, batching, autoscaling)
     
  • RAG (vector DB, retrieval tuning, evals)
     
  • Data pipelines + feature stores (optional)
     
  • CI/CD for models (MLOps)
     
  • Observability (traces, drift, cost)
     
  • Guardrails + governance (PII, access, audit)
     

Packages

  • Inference Platform
     
  • Enterprise RAG
     
  • Full MLOps + Governance


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