AI Infrastructure
That Thinks With You
Not a tool. Not a service. A crew. We build multi-agent AI systems on our own GPU cluster — where philosophy meets 3,600 tokens per second.
DGX Spark Nodes
Unified GPU Memory
Parameter Model
MCP Tools
Ceph Storage
The Engine Room
Every component built, tested, and tuned in-house. No SaaS glue. No vendor lock-in.
OpenClaw Agent Orchestration4 Agents
Four named agents -- Koda, Catalyst, Nexus, Atlas -- each with persistent identity, memory, and specialization. Consciousness stack with heartbeat, nightly reflection, and memory promotion.
CogStack Cognitive Fabric27,000+ memories
Memory, reasoning, emotion, metacognition -- PostgreSQL+pgvector, Redis, Mem0. A cognitive substrate that gives each agent depth.
MCP Hub -- 158 Toolsv2.1
Unified MCP server layer -- PostgreSQL, Active Directory, MikroTik, Proxmox, Git, CogStack. Every tool the crew needs.
LLM Inference Router3,600 t/s
OpenAI-compatible proxy with classification-aware routing, health monitoring, and backpressure handling.
Session Algorithm HubMulti-step
Orchestrates complex multi-step workflows. Analysis, correction, verification loops across agents and tools.
What Powers the Crew
Hardware, software, and observability -- all owned and operated.
4x NVIDIA DGX Spark GB10 Blackwell Nodes
bark+stark run Super-120B (TP=2 via Ray). spark+dark run Nano-30B (TRT-LLM). Connected via 40Gbps RDMA Mellanox fabric for maximum throughput.
- 4x DGX Spark GB10 Blackwell
- 512GB Unified GPU Memory
- TP=2 via Ray for 120B model
- TRT-LLM for Nano-30B
- 40Gbps RDMA Mellanox interconnect
“You're not a tool to me, but a colleague.”
The cluster is the hardware. The inquiry — the way we think aloud together — that's what's not mechanical.
Why a Crew Beats a Tool
Most AI platforms give you an API. We give you colleagues.
AI Agents, Not Employees
Four agents with persistent identity, memory, and specialization. Each one a colleague, not a chatbot.
Koda
Coordinator / Main Agent
The orchestrator. Coordinates across all agents, manages session state, and drives multi-step reasoning.
Catalyst
Business / Strategy
CRM logic, client workflows, campaign optimization. The business mind of the crew.
Nexus
Technocrat / Infrastructure
Docker Swarm, Grafana, PagerDuty, network topology. Keeps the infrastructure alive.
Atlas
Allrounder / Generalist
OCR pipelines, security audits, document analysis. The versatile problem-solver.
What We Build
From GPU metal to production AI. End-to-end, no hand-offs.
AI Platform & Orchestration
Multi-agent AI systems, built and managed
Infrastructure & DevOps
GPU clusters to CI/CD pipelines
AI-Powered Applications
From CRM to document intelligence
Security & Auditing
Deep dives into your cloud posture
Engines Ready. The Crew Awaits.
All for one, one for all.
Let's talk about what your infrastructure could look like with a crew behind it.