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Agentic AI in the Factory:

What's Real, What's Working, and What's Next

Every vendor promises AI-powered manufacturing. Few can show you a factory floor where it’s actually running. We can.
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Agentic AI Manufacturing
Results our customers are already seeing.

From:
→
Data
DATA
→
Insight
INSIGHT
→
Action
ACTION
→
At Scale.

30% → 90%+ automated downtime labeling on Fuji SMT lines. First-pass yield up 1.6% and 1,400 repair hours saved every month. $169K recovered per line, per year from existing assets alone. No new equipment. No rip-and-replace. Just agentic AI used properly.

See the proof
30% → 90%+ automated downtime labeling on Fuji SMT lines. First-pass yield up 1.6% and 1,400 repair hours saved every month. $169K recovered per line, per year from existing assets alone. No new equipment. No rip-and-replace. Just agentic AI used properly.
See the proof
What Real Agentic AI Looks Like on the Shop Floor

The AI Reality Check

Why most manufacturing AI isn’t delivering, and what the category gets wrong

What Agentic AI Actually Does

The cognitive work operators and engineers hate: labeling, diagnosing, deciding is automated

The Fuji Breakthrough

How one partnership took automated downtime labeling from 30% to over 90%, and why it scales across any Fuji line

Real Customer Outcomes

FPY up 1.6%. Repair hours down 1,400/month. $169K recovered per line per year
CASE STUDY

$2.8M+

in Savings

75%

Downtime
Reduction

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CASE STUDY

$3.7M+

Annualized Savings
from one factory

70%

automatic downtime
classification

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Read Case Studies

What if every shift had an extra 30-year
factory expert watching every line?

The AI hype is loud.
The results speak louder.
Watch the on-demand session with our Fuji partners and see what agentic AI is actually delivering on the factory floor today.
WEBINAR
AI-powered language translation and reasoning for global insight and guidance
with host Andrew Scheuermann, CEO of Arch Systems
WATCH ON DEMAND

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