Core
Structural Fabrication
Scrap Δ target: Up to 1.8 pts
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 value-amplification 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 predicted annual savings 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 use published industry ranges by segment and apply conservative deltas. This prevents pricing inflation and keeps contracts stable over time.
| Segment | Typical scrap range | Model baseline |
|---|---|---|
| Small commercial shop | 6–10% | 8.0% |
| Prefab yard | 4–7% | 5.5% |
| Industrial (for reference) | 2–5% | 3.5% |
Contracts reference a published baseline model version for clarity.
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.
AnnualSavings ≈ (Tons/month × 12 × SteelCost/ton × ScrapDelta) + (Tons/month × 12 × LaborHoursDelta × LoadedRate)
In onboarding, we align metrics to what you already track.
What gets instrumented
- ›Scrap percent and offcut inventory
- ›Miscut / rework events
- ›Throughput indicators (tons, bars, work orders)
- ›Operator actions, timestamps, machine profiles
- ›Audit exports (job-level and run-level)
All savings are measured using transparent, logged metrics.
Step 2 — Align subscription to value
Your subscription is typically set at 8–15% of modeled annual savings. This keeps upside strongly in your favor while supporting continuous product development and support.
Per-bench monthly pricing
| Tier | Monthly per bench | Intended fit |
|---|---|---|
| Pilot | $1,200 | Solo operators and small crews |
| Production | $3,200 | Fabrication yards and multi-bench shops |
| Enterprise | $4,800 | High-volume plants with ERP integration |
Usage alignment layer
- ›Active benches
- ›Monthly tonnage above baseline
- ›Advanced optimization batch frequency
60-day validation window
- ›Onboarding instruments baseline metrics
- ›Logged operating results reviewed against the baseline model
- ›Subscription tier recalibrated if materially misaligned
Final pricing depends on bench count, instrumentation 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 60-day validation window.
Pro
Multi-Project Optimization
Reuse uplift target: Up to 23%
Learn more →Pro
Machine Calibration
Drift band target: ±0.2°
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
60-day 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 map the right one-camera baseline, mixed-camera expansion path, and optional LiDAR upgrade for your workflow.
- Pilot and beta evaluations include a documented review date and paid-conversion expectation before activation.
- Optional technical deep-dive covering architecture, integration, governance, and export requirements.