See how AI works
for 325 companies
in software & platforms

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

Red Hat logoR
Red HatMarketing intelligence
Paychex logoP
PaychexPayroll processing
BNB Chain logoB
BNB ChainAgent deployment
HubSpot logoH
HubSpotWorkflow automation
Smartsheet logoS
SmartsheetWorkflow automation
Red Hat logoR
Red HatMarketing intelligence
Paychex logoP
PaychexPayroll processing
BNB Chain logoB
BNB ChainAgent deployment
HubSpot logoH
HubSpotWorkflow automation
Smartsheet logoS
SmartsheetWorkflow automation
Try:,,
Showing 9 of 325 case studies
Cadence logoC

Cadence

Software & Platforms|Mid-size

Patient alert calls

AgenticL4

40,000+ monthly alerts dialed by hand. Patient volume doubled yearly; median wait hit 1 hour 48 minutes. Agents now call in 3.5 minutes.

97%Contact Time Reduction
via elevenlabs.io
Published 2 days ago
Impel logoI

Impel

Software & Platforms|Mid-size

Sales training

AgenticL2

Features shipped faster than reps could sell them. A roleplay agent trained on 150K calls lets reps practice without touching a real dealer.

1 monthNew Product Ramp Time
via anthropic.com
Published 3 days ago
GoFundMe logoG

GoFundMe

Software & Platforms|Mid-size

Customer support

AgenticL2

'Where is my money' stumped the scripted bot. Ray digs deeper, acknowledges grief first, letting agents slow down for cases that need them.

+20%CSAT Increase
via ada.cx
Published 5 days ago
Paychex logoP

Paychex

Software & Platforms|Enterprise

Payroll processing

AgenticL3

Each payroll submitted by email was read, validated, and keyed by hand. Specialists now catch exceptions; an agent handles the full cycle.

30%Human Effort Reduction
via bain.com
Published 6 days ago
Huntress logoH

Huntress

Software & Platforms|Mid-size

Knowledge search

AgenticL2

Info fragmented across a growing SaaS stack as headcount hit 800. Employees grab shared agents from a library instead of hunting answers.

1.5+hWeekly Time Savings
via glean.com
Published 6 days ago
Forlex logoF

Forlex

Software & Platforms|SMB

Legal workflow automation

AgenticL2

Overtaxed servers left 13 legal models trailing as laws changed. AWS migration cut costs 40%, throughput up 170%, opened new markets.

3-6 moExpected ROI Timeline
via aws.amazon.com
Published Sep 10, 2026