See how 94 companies
use AI for document drafting

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

IBM logoI
IBMRenewal automation
Genius Sports logoG
Genius SportsQuote generation
BioIVT logoB
BioIVTQuote generation
Docker logoD
DockerFinancial close reporting
Waterford.org logoW
Waterford.orgPerformance reviews
IBM logoI
IBMRenewal automation
Genius Sports logoG
Genius SportsQuote generation
BioIVT logoB
BioIVTQuote generation
Docker logoD
DockerFinancial close reporting
Waterford.org logoW
Waterford.orgPerformance reviews
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Showing 9 of 94 case studies
The Ventures logoT

The Ventures

Financial Services|SMB

Investment review

AgenticL2

Delays hit 72 hours — a ceiling no new hire could raise. AI runs market sizing to report drafts; reviewers focus on founders.

24 hoursReview Turnaround
via n.news.naver.com
Published Jul 27, 2026
Delaware Nation Industries logoD

Delaware Nation Industries

Professional Services|Mid-size

Proposal response

AgenticL2

Knowing whether to bid required tracking down technical staff; proposals meant digging through old files. Agents now handle both.

83%Effort Reduction
via glean.com
Published Jul 15, 2026
IBM logoI

IBM

Technology|Enterprise

Renewal automation

AgenticL4

Renewal quotes built by hand, scattered across regional systems—quarter-end always a scramble. Watsonx now generates them six months early.

37k hHours Saved (YTD)
via conga.com
Published Jun 18, 2026
TechChange logoT

TechChange

Education & Training|SMB

Proposal writing

AgenticL2

An 80-page RFP hit mid-holiday with nothing to draw on. AI templates let three people structure, adapt, and submit in three weeks—and win.

30%Writing Time Reduction
via freewill.com
Published Jun 13, 2026
Promenade logoP

Promenade

Software & Platforms|SMB

Handoff notes

AgenticL2

Hand-written deal handoffs ate selling time and often slipped; AI now drafts a standardized note from the deal context in under a minute.

<1 minPer Note
via revenue.io
Published Jun 2, 2026
Met Office logoM

Met Office

Mid-size

Forecast generation

AgenticL1

Forecasters spent 2,920 hours a year condensing weather data into text across 31 sea areas. AI now writes the first draft.

62%LLM Forecast Accuracy
via aws.amazon.com
Published May 26, 2026