Answer Hub
What Is the AI Junior on a Box?
A small dedicated computer with a modern GPU and 128+ GB of unified memory, configured for the role of the person sitting in front of it. Local inference for routine work, frontier models when needed. You own the hardware. We own the ongoing relationship.
The Short Version
We sell a configured AI workstation. It sits on someone's desk and acts as their AI junior — reading inbound documents, drafting outputs, surfacing what needs attention, handling the cognitive load of routine office work. It runs models locally for sub-second response on routine tasks. It reaches out to Claude or OpenAI when the task warrants a frontier model. The data stays under your roof for the local work. Cloud is used deliberately, not by default.
What Comes With It
The hardware itself (mini-tower form factor, modern NVIDIA GPU, 128+ GB unified memory). A configured model stack on the box (vision language model, coding model, embedding model). A research and intelligence orchestration layer — the same operational system we run our own business on. A role-specific agent configuration tuned to the actual job of the person it serves: inside sales, submittal coordinator, estimator, project administrator, service dispatcher. The recurring relationship with us covers maintenance, role evolution as your business adds workflows, cloud API budget for the frontier-model calls, and an engineering bench you can call when something needs to change.
Why a Box Instead of a SaaS Subscription
Three reasons. First, sovereignty: your data layer never leaves the building for the routine work. Second, economics: the per-seat cloud-AI pricing model doesn't fit a workflow where someone is making thirty queries an hour all day; on-box inference has no marginal cost. Third, durability: a SaaS vendor can change their model behind your back, deprecate features, raise prices, or get acquired. A box on your desk is yours. The frontier-model calls are configured per-workflow, with a budget you control.
Frequently Asked Questions
How much does it cost?
We don't publish package pricing. The right shape depends on which role you're configuring it for, how many boxes the engagement covers, and whether the relationship is a fixed-scope build or an ongoing one. We scope every engagement in the first conversation.
Do you sell just the hardware?
No. The hardware is one input to the engagement. The value is the configuration, the role tuning, and the ongoing relationship that keeps the box useful as your business evolves. A box without the engineering wrap is just a workstation.
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