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PRANINNOVATIONSProduction Specialists

Work

What went in, and what it had to clear first

Each engagement with the constraint that shaped it, the thresholds it was held to, and what it did once it was running.

Measured, not claimed

99.4%

detection rate on the validated hold-out set

See the validation report
02
decision latency at the camera, on-device
12 ms
03
fewer defects reaching final inspection
73%
04
line-side availability across monitored sites
99.9%
Every figure here links to the engagement it came from

Manufacturing · Vision

Surface defect inspection, decided at the camera in 12 ms

Final inspection was manual and sampled, so surface defects were being found by the customer rather than on the floor. We surveyed the cell, captured production across three shifts, and commissioned an edge vision station that inspects every part and drives the existing reject gate.

decision latency at the camera
12 ms

decision latency at the camera

detection rate on hold-out set
99.4%

detection rate on hold-out set

Read the case study

Start with a call, then a costed plan

Thirty minutes on the problem, the site and the constraints. If it looks like a fit, the next step is a four-week AI Pilot at a fixed price, with acceptance criteria signed before any code is written.

Book a 30-min call Scope an AI Pilot
+1 (609) 203-2992info@praninnovations.com

Mon–Fri, 9:00–18:00 ET