HoldFieldBoardroom mode
Where quality risk is created, caught, and converted into business intelligence.
A view for the people who fund the line. See where quality cost hides today, what changes with a controlled inspection layer, and the illustrative range of value a single station can return.
The problem
Quality risk map.
Escaped defects
Bad parts ship, then surface as returns and chargebacks.
Manual variation
Results drift by operator, shift, and fatigue.
Supplier disputes
No shared proof means slow, contested claims.
No replayable evidence
A challenged decision cannot be reconstructed.
Slow root cause
Days lost tracing a problem across lines and lots.
Audit risk
Records are scattered, not structured or versioned.
Line delay
Inspection becomes the bottleneck at volume.
Inspection labor scaling
Headcount grows in step with throughput.
The shift
Before and after one controlled layer.
Today
- Defects are found late, by the customer.
- Every operator inspects a little differently.
- Disputes drag on without shared proof.
- Root cause takes days to trace.
- Audits are a manual scramble.
With HoldField
- Risk is caught at the station, before it ships.
- The same spec and coverage gate run every cycle.
- Every decision seals a replayable evidence receipt.
- Trends pinpoint cause by part, lot, and supplier.
- Evidence is already structured and searchable.
The visibility
Quality risk is now visible by station, part, lot, supplier, and decision reason.
Escape rate
0.4–0.9%First-pass yield
96–99%Dispute resolution time
2–5 daysTime to root cause
1–3 daysCoverage proven
98–100%Review queue
3–6% of partsStations certified
8 of 9Audit effort
60–80% lowerFigures shown are illustrative, not measured customer results.
The value
ROI calculator.
Enter your own line numbers. HoldField returns a conservative-to-optimistic range — never a single false number, never a guarantee.
Estimated annual value
Total annual benefit
$177k – $328k
- Avoided rework / yr
- $21k – $39k
- Avoided scrap / yr
- $66k – $122k
- Avoided complaint cost / yr
- $21k – $39k
- Investigation hours saved / yr
- 1,969–3,656 hrs
- Payback
- 2.2–4.1 months
- Annual parts inspected
- 500,000
- Annual inspection labor
- $58k
Illustrative ranges, not a guarantee. Pilot measures your real numbers.
The path
HoldField earns autonomy step by step.
- Observe
Capture and measure every part. No decisions made yet.
- Assist
Flag likely defects for the operator to confirm.
- Gate
Hold parts that fail the rules, with sealed evidence.
- Control
Route accept and reject decisions onto the line.
- Autonomy
Run the station hands-free under proven limits.
Start with one painful inspection station.
Scope the part, defect classes, evidence needs, and KPIs — then prove the value on your own line.