Phase-by-phase build plan from hardware procurement through data product launch. Phases 0-2 are contracted scope. Phases 3-4 are reviewed at prior phase completion.
On-premises compute and storage installed at Des Moines headquarters before any software work begins. The inference server, NAS, and network isolation are prerequisites for the entire platform - no cloud dependency, no OEM data exposure.
The on-prem control plane, knowledge graph, and initial corpus ingestion. The platform ingests existing repair history, harness catalog data, and OEM documentation into a queryable graph. All Phase 2 nodes build on this layer.
The core revenue case: technicians diagnose components on a bench without a running machine, voice agents handle inbound repair calls during seasonal peaks, and the repair queue routes work across all four sites. End-to-end diagnosis to quote to work order in one system.
Field tablet for in-machine diagnostics, behavioral model replacing recorded traces, advanced voice features, calibration certificate management, parts inventory integration, and the corpus quality loop that improves verdict accuracy over time.
Domain fine-tuned model on Ag Express's corpus. Dealer tenancy and licensing infrastructure for external access. The electronics residual risk scoring data product - pricing equipment risk for auction houses, lenders, insurers, and dealers using 34 years of failure data.
These opportunities exist because of Ag Express's first-party position - their own branded products, their own manufacturing, their own failure corpus. None require OEM permission. Not in scope for Phase 1-3. Surface at Phase 3 review.