See how 128 companies
use AI for data extraction

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

AXA Switzerland logoA
AXA SwitzerlandClaims processing
Citigroup logoC
CitigroupClient onboarding
Wayfair logoW
WayfairCatalog and supplier support
Telia Company logoT
Telia CompanyData tagging
Generali Global Corporate & Commercial logoG
Generali Global Corporate & CommercialUnderwriting automation
AXA Switzerland logoA
AXA SwitzerlandClaims processing
Citigroup logoC
CitigroupClient onboarding
Wayfair logoW
WayfairCatalog and supplier support
Telia Company logoT
Telia CompanyData tagging
Generali Global Corporate & Commercial logoG
Generali Global Corporate & CommercialUnderwriting automation
Try:,,
Showing 9 of 128 case studies
Lemvigh-Müller logoL

Lemvigh-Müller

Industrial & Manufacturing|Mid-size

Supplier order matching

AgenticL4

Buyers dug through 10-page PDFs across nine inboxes, comparing each to POs line by line. AI agents handle 90%+—only deviations reach buyers.

>90%Touchless Processing
via sap.com
Published Jun 26, 2026
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 Jun 19, 2026
Telia Company logoT

Telia Company

Telecommunications|Enterprise

Data tagging

AgenticL3

With 99% of records missing metadata, teams sifted unlabeled databases. Now, AI generates column descriptions for data experts to verify.

€700,000Cost Savings
via accenture.com
Published May 23, 2026
Akkuro logoA

Akkuro

Financial Services|SMB

Financial document processing

AgenticL2

Manually extracting data from PDFs took 4 hours per loan, delaying approvals for weeks. Now, in-country AI securely structures the data.

same-dayCredit Decisionsvs weeks
via microsoft.com
Published May 9, 2026
Generali Global Corporate & Commercial logoG

Generali Global Corporate & Commercial

Insurance|Mid-size

Underwriting automation

AgenticL2

Fragmented legacy tools bottlenecked underwriters. A unified platform and GenAI assistant now automate data extraction across 25 countries.

60%Licensing Cost Reduction
via capgemini.com
Published May 8, 2026
Eton Solutions logoE

Eton Solutions

Financial Services|Mid-size

Document processing

AgenticL2

Financial data scattered across systems took up to 15 manual steps per file. AI automates workflows and unlocks natural language queries.

75%Manual Effort Reduction
via microsoft.com
Published May 1, 2026