We help organizations design and operate technology that performs reliably in the
real world. Engagements are scoped to the problem, not a price list — start a
conversation and we’ll tell you, honestly, where we can move the needle.
AI Systems Architecture
Agentic workflows and enterprise-grade AI infrastructure, designed to run in production.
- Agentic workflows & multi-step orchestration
- RAG pipelines & retrieval architecture
- Model integration & evaluation
- Enterprise-grade AI infrastructure & governance
Discuss this → Distributed & Enterprise Infrastructure
High-reliability systems engineered for scale, resilience, and operability.
- High-reliability & high-availability systems
- Virtualization & orchestration
- Large-scale compute environments
- Resilience & failure-mode design
Discuss this → Networking & Systems Diagnostics
Deep-dive troubleshooting for the failures that defeat everyone else.
- VLAN design & segmentation
- Multicast / IGMP tuning
- Wi-Fi systems engineering
- Elusive failure root-cause analysis
Discuss this → High-Performance Compute Engineering
Multi-GPU and multi-CPU systems tuned for real throughput.
- Multi-CPU server architecture
- GPU clusters
- Storage architecture
- Performance optimization & profiling
Discuss this → AI Image Generation Workflows
Custom generation tooling and pipelines built for control and repeatability.
- ComfyUI pipeline engineering
- Model tuning & selection
- Custom generation tooling
- Workflow automation
Discuss this → Document Intelligence & Synthetic Data
Embeddings, clustering, and synthetic corpora for data that respects privacy.
- Synthetic corpora generation
- Embeddings pipelines
- Clustering & classification systems
- Privacy-preserving data workflows
Discuss this → Technical Strategy & Leadership
The architectural judgment that only comes from operating systems at scale.
- AI adoption & governance
- Long-term architectural decisions
- Technical due diligence
- Engineering leadership & mentorship
Discuss this → // start a conversation Not sure which of these you need?
Most real problems cut across several. Describe the situation — we’ll help you find the actual constraint.
