Core
Structural Fabrication
Real-time fabrication guidance targeting lower scrap, consistent quality, and smoother bench execution.
Scrap Δ target: Up to 1.8 pts
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Pilot
A practical execution layer for solo operators and small teams that need fewer errors, cleaner handoffs, and a clear path into larger-scale deployments.
$1,200/bench/moBuilt for 1–8 benchesScales into Production
Who it's for
- ›Independent operators
- ›Small fabrication crews (2–8 people)
- ›Shops replacing whiteboards and ad-hoc notes
- ›Teams building toward commercial-grade operations
What it solves
- ›Cuts rework from missed bends, mis-reads, and sequence drift
- ›Builds repeatable operator habits without heavy SOP overhead
- ›Captures execution proof for customer updates and QA reviews
- ›Establishes workflow discipline before scaling into multi-project work
Pilot SaaS plans
Pilot pricing is bench-based so small teams can start quickly, then transition into Production plans without retraining or data migration. Every tier includes the same workflow foundation; higher tiers add coordination and governance.
| Tier | Monthly | Includes | Intended fit |
|---|---|---|---|
| Pilot | $1,200/bench | Step-by-step execution guidance, offline-first operation, 1–8 benches | Solo operators and small crews |
What the savings look like
Solo · 200 t/yr
~$5k
annual savings · 9× ROI
Studio · 800 t/yr
~$21k
annual savings · 12× ROI
Crew · 3,000 t/yr
~$79k
annual savings · 19× ROI
Illustrative estimates based on $850/ton steel, 8% baseline scrap, 1.5pt improvement. Actual results vary by operation.
Ready for more? Crew gets you started. When you need audit logs, multi-bench coordination, or formal compliance controls, Production picks up where Crew leaves off — with your existing workflows intact.
“This kind of tooling doesn’t have to be just for the big shops with IT departments. A small crew can get set up quickly and tighten up cuts and welds without extra paperwork.”
— Representative scenario
Independent steel fabrication crew
Curated program examples
Pro
Multi-Project Optimization
Plan across multiple jobs to target improved material reuse, reduced over-ordering, and simpler scheduling.
Reuse uplift target: Up to 23%
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Machine Calibration
Keep machine output stable with continuous performance checks and practical drift visibility.
Drift band target: ±0.2°
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Included in every plan
| Capability | Details |
|---|---|
| Manual job entry | First-class for every plan. |
| Photo import + OCR assist | Optional import with manual verification. |
| Cut + bend execution guidance | Step sequence, counters, and hold points. |
| Offline-first operation | Works on device; sync when connected. |
| Progressive upgrade path | Transition to Production without rework or data migration. |
Get in Touch
Join Our Waitlist
Tell us about your operation and we'll reach out when a slot opens. No commitment required.
- 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.