INDEPENDENT COLLECTIVE • NO VC • COMMUNITY AUDITED • BUILT FOR SMALL OPERATORS & INDIE DEFENDERS • TRANSPARENCY FIRST
METHOD 5 phases · 60-90 day calibration

How Private AI Systems Are Delivered

We treat every deployment as an engineering project, not a product sale.

PHASE 1

Technical Assessment

We conduct an on-site evaluation of your existing Control4 and Magnolia installation — network topology, device inventory, existing integration points, and performance characteristics.

PHASE 2

System Design

We design a complete private AI platform using RTX or DGX Spark hardware, including model selection, network segmentation, power planning, and integration architecture.

PHASE 3

Installation & Integration

Hardware is installed and the AI system is integrated with your existing Control4 environment. All components are tested for interoperability and baseline performance.

PHASE 4

Calibration

For the first 60-90 days, we actively refine the system based on real usage patterns. Model parameters, trigger sensitivity, and response characteristics are tuned to the specific environment.

PHASE 5

Ongoing Partnership

You work directly with the team that designed and installed your system. No account managers. No ticketing systems. Direct access to the engineers who built your infrastructure.

Begin the Assessment