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Data egress
We design AI systems and deploy them on hardware you own — Mac Mini, NVIDIA Jetson, DGX Spark. Real-time voice, vision and reasoning that runs inside your walls. Your data never leaves the building.
Cloud AI ships your most sensitive data to someone else's datacenter and bills you forever for the privilege. We flip it: the model lives on a box on your network. Nothing crosses the perimeter, and the cost stops at the hardware.
From a silent Mac Mini under a reception desk to a DGX Spark crunching multimodal models, we match the right inference box to your workload, footprint and budget.
State-of-the-art systems deployed for regulated industries where data can't go to the cloud and downtime isn't an option.
Books appointments, triages symptoms and handles patient calls in natural speech — on a box inside the clinic, HIPAA-safe by design.
Live · on-premAnswers reps and pharmacists from internal SOPs and drug data via private RAG — auditable, offline, no formula ever leaves the site.
Live · air-gappedResolves tier-1 calls end to end with sub-second response, native-language understanding and a clean hand-off to humans when it matters.
Live · 24/74–8 cameras into a single Mac Mini — staff attendance and access logged by face, fully on-site with no cloud video stream.
DeployedEdge models on Jetson read disease, growth and yield straight from field cameras and drones — running where the connectivity isn't.
Field-testedA searchable, citeable assistant over your contracts, manuals and archives — answers grounded in your files, hosted entirely in-house.
Live · RAGEvery stage of the voice pipeline — listening, understanding, reasoning and speaking — executes locally. No round-trip to the cloud, no per-minute bill.
Local speech-to-text turns the caller's voice into text in real time.
Intent and context extracted on-device, native to the caller's language.
A private LLM with RAG answers from your own documents and systems.
Neural text-to-speech replies in a natural, human-sounding voice.
Books, updates or escalates through your telephony and back-office tools.
We sit with your team, find the highest-value workflow and pick the model and hardware to match.
Voice, vision or RAG built and tuned on your real data, your terminology, your edge cases.
The box arrives configured. We rack it, wire it to your network and validate it live.
You own the hardware and the stack. We stay on for support, updates and scale-out.
Vibe-coded apps ship in a weekend and break by the quarter. We take the AI-generated codebases nobody can safely touch and turn them into systems your team can build on.
We map the codebase and surface every risk, dead path and landmine.
Clean architecture, deduped logic and readable, modular code.
Security fixes, a real test suite and CI that catches regressions.
Documented, maintainable and fully yours to build on.
We built our MVP with an AI tool over a weekend. Six months later nobody could touch it. ANY1 rebuilt the core in three weeks — same features, half the code, and it finally has tests.
Our AI-generated backend was leaking API keys and shipped with no auth at all. They caught it in the audit before anyone on the outside did.
I couldn't hire anyone to work on my vibe-coded app — they'd open it and walk away. Now it's documented and my new devs ship on day one.
Tell us the workflow you'd hand to a machine. We'll come back with the model, the hardware and a fixed price — running on your premises, not someone else's cloud.