Edge Model Hardware Consulting

We match the right hardware to your AI workload — without buying more than you need or building something that can't keep up. GPU/NPU selection, memory planning, and thermal constraints handled.

On-Premise AI Setup & Configuration

Get AI running reliably on your own hardware. We configure the runtime, tune the model for your use case, and wire it into your existing tools — using Ollama, llama.cpp, vLLM, and similar runtimes.

Private Model & Agent Solutions

Run your own AI — fully on your infrastructure. Your data never touches a third-party server. We handle model selection, deployment, and tuning end to end.

Conglomo Agent Replacement

Replace expensive hosted AI subscriptions with small, purpose-built agents tailored to your actual workload. Lower cost, better fit, zero dependency on vendor roadmaps.

Cloud AI Cost Reduction

Already paying for cloud AI APIs? We migrate those calls to local models — cutting recurring costs and keeping your data in-house. Includes benchmarking and a low-risk transition plan.

AI Developer Tooling Adoption

Get your team actually using AI coding tools effectively. We configure Claude Code, Cursor, and OpenCode for your codebase and workflow — and build the guardrails that keep them useful at scale.

Enterprise Agent Lockdown

Security hardening and governance for AI systems in production. Tool access controls, audit logging, secrets management, and policy frameworks — so you can ship AI features without exposing critical infrastructure.

AI Usage Analysis & Optimization

Track how your team actually uses AI over time. Surface what's working, what's slowing people down, and tune your setup to match real usage — less friction, better outputs.