ROI under 12 months

ROI in 6 to 12 months. Paid back before your next budget cycle.

Beyond headcount reduction, four additional drivers accelerate your yield:

Zero customer claims : Stop escapes before they ship and eliminate quality penalties.
Fewer false alarms : Scrap fewer good parts, eliminate redundant manual re-checks, and boost throughput.
100% inspection : Shift from statistical sampling to total coverage, fundamentally lowering your operational risk.
Shift consistency : Maintain identical detection accuracy at 3 a.m. as at 9 a.m.

Speed is the ultimate compounder Because deployment takes a single day, the payback clock starts this month, not next fiscal year. Better yet, DeepHawk is software-only: run it on a standard PC and GPU you source yourself, avoiding heavy capex or proprietary hardware lock-in.

At DeepHawk, we believe machine vision should prove its value on your balance sheet, not just in a slide deck.

Depending on your line cadence and current scrap rate, full payback takes between 6 and 12 months. The math is straightforward and relies on costs already sitting in your P&L:

~€50k initial investment : ~€25k annual software license + ~€25k one-time deployment.
~€150k annual savings : Replacing or reallocating 3 FTEs of manual inspection on a single line.
Net result : The line alone closes the business case. You are not funding a new line item you are optimizing an existing one.