See how AI works
for 92 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
Try:,,
Showing 9 of 92 case studies
Synthomer logoS

Synthomer

Industrial & Manufacturing|Mid-size

Order processing

AgenticL3

Emails and PDFs, each decoded and entered manually. AI agents now propose materials and ship-to details; employees review, then approve.

98%Material Match Rate
via sap.com
Published 4 days ago
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 Jun 13, 2026
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