See how 97 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
MUFG Bank logoM
MUFG BankClient presentations
Timken logoT
TimkenEmployee goal setting
Genius Sports logoG
Genius SportsQuote generation
BioIVT logoB
BioIVTQuote generation
IBM logoI
IBMRenewal automation
MUFG Bank logoM
MUFG BankClient presentations
Timken logoT
TimkenEmployee goal setting
Genius Sports logoG
Genius SportsQuote generation
BioIVT logoB
BioIVTQuote generation
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Showing 9 of 97 case studies
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
Genius Sports logoG

Genius Sports

Software & Platforms|Mid-size

Quote generation

AgenticL4

Reps manually reentered up to 10 campaign jobs per renewal. Now, an AI agent autonomously clones past campaigns via natural language.

5%Time on Billing Inquiry
via salesforce.com
Published May 19, 2026
BioIVT logoB

BioIVT

Pharmaceuticals & Biotech|Mid-size

Quote generation

AgenticL3

Reps faced 70-case queues, taking days to manually cross-reference specs. Now, an AI drafts quotes in minutes for final human review.

43%Capacity Increase
via salesforce.com
Published May 8, 2026