See how AI works
for 91 companies
in industrial & manufacturing

Context Windows brings together credible AI case studies from the open web, so you can pick and prioritise the use cases that are already working.

Real-world implementations from

Mitsubishi Electric logoM
Mitsubishi ElectricIndustrial operations analytics
Siemens logoS
SiemensWebsite search
Hunter Douglas logoH
Hunter DouglasCustomer support
Barry-Wehmiller logoB
Barry-WehmillerThreat detection
MSC Industrial Supply logoM
MSC Industrial SupplyQuality assurance
Mitsubishi Electric logoM
Mitsubishi ElectricIndustrial operations analytics
Siemens logoS
SiemensWebsite search
Hunter Douglas logoH
Hunter DouglasCustomer support
Barry-Wehmiller logoB
Barry-WehmillerThreat detection
MSC Industrial Supply logoM
MSC Industrial SupplyQuality assurance
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Showing 9 of 91 case studies
Cosmos Aluminium logoC

Cosmos Aluminium

Industrial & Manufacturing|Mid-size

Document search

AgenticL2

Manual résumé review took 14 days across 1,000+ inconsistently formatted CVs. Two AI agents now return results in minutes.

~15 minsCandidate Search Timevs 14 days
via aws.amazon.com
Published 2 days ago
Hitachi Industrial Equipment Systems logoH

Hitachi Industrial Equipment Systems

Industrial & Manufacturing

Document translation

Every bilingual deck meant checking each phrase in both directions—2–3 days per draft. Now staff translate the whole file in one day.

>60%Time Savings
via deepl.com
Published May 28, 2026
CMPC logoC

CMPC

Industrial & Manufacturing|Enterprise

Supply chain compliance

AgenticL2

Manual 12-day checks for EU deforestation rules created risk. Now, an AI traces the supply chain in 3 minutes, ensuring full compliance.

3 minManual Traceability Time
via portalagrochile.cl
Published May 13, 2026
KD Navien logoK

KD Navien

Industrial & Manufacturing|Mid-size

Enterprise process automation

AgenticL2

Scattered data across 47 countries buried teams in manual checks. Now, role-specific AI agents automate verifications to speed decisions.

28k hAnnual Time Saved
via microsoft.com
Published May 8, 2026
Barry-Wehmiller logoB

Barry-Wehmiller

Industrial & Manufacturing|Enterprise

Threat detection

AgenticL2

Analysts manually investigated hundreds of daily security alerts. Now, AI automates triage, leaving just one actionable threat a week.

$750K+Annual Cost Savings
via sentinelone.com
Published Apr 24, 2026
Siemens logoS

Siemens

Industrial & Manufacturing|Enterprise

Customer support

AgenticL4

Previously, agents manually handled all simple info requests—30% of contacts. Now, an AI agent resolves these queries automatically.

86%CSAT Rating
via zendesk.com
Published Apr 23, 2026