See how 127 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
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Showing 9 of 127 case studies
Noctrix Health logoN

Noctrix Health

Pharmaceuticals & Biotech|SMB

Patient intake

AgenticL3

New reimbursement codes sent referral faxes surging—too handwritten for OCR, too many to process. AI now reads, splits, and routes each one.

67%Offshore Staff Reduction
via tennr.com
Published Jul 23, 2026
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
RSM Cayman logoR

RSM Cayman

Professional Services|SMB

Audit testing

AgenticL3

Auditors spent hours matching invoices and confirmations by hand. AI agents now do the grunt work, freeing juniors for real judgment calls.

30 minsExpense Test Time
via datasnipper.com
Published Jun 9, 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