AI Strategy & Advisory
Where to start, what to skip. Our fixed-scope AI Readiness Review delivers a prioritized roadmap, target architecture, and an honest cost model.
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Private AI · Secure infrastructure · Senior-led delivery
Private AI infrastructure for mission-critical operations.
We design private LLMs and governed agentic systems with the compute, networking, storage, and security required to run them in production — as one accountable stack.
Agentic AI · Private LLM · Offensive Security
The hard part starts after the demo.
We build private agentic systems on infrastructure you control, with security testing, operating controls, and documentation designed for production.
Private compute · Controlled data · Governed actions
What we build
One stack. From the rack to the agent.
Most AI vendors hand you a model and walk away. We integrate it — into your infrastructure, your security model, and the workflows your team actually uses.
Agentic AI Solutions
Multi-step, governed agents that complete real work — permitting, content workflows, contract triage, incident response — across the systems you already run.
Learn morePrivate & On-Prem LLM
Self-hosted models on your hardware or VPC. Your data never leaves your environment. Built for confidentiality, auditability, and predictable cost.
Learn moreData Center & Infrastructure
The foundation everything sits on. Compute, GPU, network, fiber channel, SAN/NAS, RHEL/Ubuntu — engineered for AI workloads and 24/7 operations.
Learn moreCybersecurity
Red, blue, and OSINT teams that pressure-test your AI deployments the way attackers actually move — before someone less friendly does.
Learn moreManaged AI Services
We run your AI in production so your team doesn't have to babysit it — monitoring, evaluation, model upgrades, and 24/7 response when something goes sideways.
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Industries we serve
Built for the workflows you can't hand to a generic chatbot.
We pair domain experience with engineering depth. We've sat in the chair — broadcast control room, SOC, permitting desk — and we know where AI helps and where it has to be kept on a leash.
Defense Contractors
Private AI, controlled technical data workflows, secure infrastructure, and audit-ready delivery for the defense industrial base.
State & Local Government
Permits, benefits, document review, citizen services — agentic workflows with auditable guardrails.
Media & Entertainment
VOD, OTT, linear broadcast, MAM/PAM, agentic post-production, archive intelligence.
Financial Services
Private LLMs and agentic workflows for research, KYC/AML, and risk — inside your perimeter.
Healthcare & Life Sciences
HIPAA-aligned private AI for clinical documentation, prior-auth, and operations. PHI stays home.
Telecom & Service Providers
GPU and edge compute, carrier-grade fabrics, and agentic NOC operations at scale.
How we work
Architects, not order-takers.
Every engagement starts with an AI Readiness Review — the kind we'd run on our own production gear. We bring opinions, defend them with data, then build, document, and hand over systems your team can actually operate.
- Vendor-agnostic design grounded in your operating reality
- Private by default — data sovereignty is the floor, not a feature
- Runbooks, diagrams, and bill-of-materials you can audit
- Knowledge transfer baked in — not sold as an upsell
Assess → Design → Build → Operate
From rack elevation to autonomous agent.
01
Agent orchestration · multi-step
02
Private LLM · on-prem inference
03
RAG pipeline · your knowledge base
04
GPU compute · H100 / H200
05
Guardrails · red-team validated
● SECURED
Platforms we build on
Vendor-neutral by design.
We're not tied to any single vendor. We architect with the right AI models, compute, storage, networking, and security for your workload — then integrate them into one accountable stack.
Models & Accelerated Compute
Frontier and open-weight LLMs paired with GPU platforms matched to accuracy, latency, cost, and data-sovereignty requirements.
Data & Network Infrastructure
Enterprise storage, low-latency fabrics, fiber channel, and carrier-grade connectivity engineered as one production foundation.
Security & Deployment Platforms
Zero-trust controls, identity, detection, bare metal, private cloud, and virtualization for on-premises, hybrid, or air-gapped delivery.
Latest analysis
Track what changes. Understand what matters.
Source-linked briefings on the technologies, security practices, and requirements shaping production AI.
AI Risk Management in 2026
Translate NIST's framework into controls that production teams can own, test, and operate.
Read briefingControl the Tools, Not Just the Model
Secure the identities, data, tools, approvals, and recovery paths around AI agents.
Read briefingCMMC and AI Data Boundaries
Evaluate AI workflows that may encounter FCI or CUI with defensible boundaries and evidence.
Read briefing
Got an AI initiative that can't miss?
Let's scope it together.
No decks, no fluff — just a working session with a senior architect who's seen what works and what fails in production.