Core
Structural Fabrication
Scrap impact: Measurable
Learn more →Solutions / Production
Production
Execution intelligence for crews and fabrication yards. Designed to reinforce upstream planning tools through verified downstream execution outcomes.
Strategic deployment model
Reality Anchors uses a deployment model based on measurable execution impact and facility rollout scope.
We scope deployment by facility profile, throughput, and execution complexity, then align commercial terms to expected margin and performance improvement.
- ›A modeled value range
- ›A suggested subscription range aligned to that value
- ›A usage layer that scales with bench activity
No performance audits. No revenue-share disputes. No percentage-of-savings contracts.
Baseline integrity
We do not price against self-reported scrap rates. Instead, we anchor to independent, published industry benchmarks and apply conservative assumptions. This prevents pricing inflation and keeps contracts stable over time.
Step 1 — Model your operational delta
We estimate a material delta (scrap reduction), labor delta (rework/time reduction), and risk delta (error frequency reduction). Modeled assumptions are conservative by default.
The result is a clear view of the material and labor value Reality Anchors can recover for your operation, drawn entirely from metrics you already track.
In onboarding, we align metrics to what you already track.
Measured, not estimated
Savings are grounded in what actually happens on the floor — reduced material scrap, fewer rework hours, and steadier throughput — captured as verified run records you can export to ERP and QA.
All savings are measured using transparent, logged metrics.
Step 2 — Align subscription to value
Your subscription is priced relative to modeled operating value. This keeps upside strongly in your favor while supporting continuous product development and support.
Per-bench tier structure
| Tier | Scale | Intended fit |
|---|---|---|
| Pilot | Single bench | Solo operators and small crews |
| Production | Multi-bench | Fabrication yards and multi-bench shops |
| Enterprise | Multi-site | High-volume plants with ERP integration |
Usage alignment layer
- ›Active benches
- ›Monthly tonnage above baseline
- ›Advanced optimization batch frequency
Validation window
- ›Onboarding captures your starting metrics
- ›Operating results reviewed against your baseline
- ›Subscription kept aligned to the value delivered
Final pricing depends on bench count, scope, calibration governance requirements, and multi-project optimization complexity.
“Most shops budget for waste and move on. The opportunity is catching cut-list errors and over-orders before they ship — the kind of thing you wonder how you lived without.”
— Representative scenario
Construction supply operations
Regimes commonly deployed in commercial benches
These programs are typically paired with a baseline implementation and a structured validation window.
Pro
Multi-Project Optimization
Material reuse: Improved
Learn more →Pro
Machine Calibration
Drift visibility: Continuous
Learn more →Pilot program
Not ready for a full deployment? Start with a structured pilot to validate fit and measure impact before committing to a broader rollout.
Week 1–2
Onboarding
Baseline metrics captured, workflows configured, operators trained.
Week 3–8
Validation
A structured window measuring scrap, rework, and throughput against baselines.
Week 9+
Decision
Review measured outcomes. Scale, adjust, or walk away — no lock-in.
Get in Touch
See if it fits your operation
Complete the form and we'll return with a fit assessment, suggested rollout scope, and an estimate of what you could save.
- We assess fit for your bench layout and recommend the right starting point for your operation.
- Pilots are scoped with a clear review date and a defined path — no ambiguity about what comes next.
- Technical reviews available for teams with integration, governance, or export requirements.