See how AI works
for 292 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

Zoom logoZ
ZoomAd campaign optimization
Wix logoW
WixIncident response
LinkedIn logoL
LinkedInVideo production
Red Hat logoR
Red HatMarketing intelligence
HubSpot logoH
HubSpotWorkflow automation
Zoom logoZ
ZoomAd campaign optimization
Wix logoW
WixIncident response
LinkedIn logoL
LinkedInVideo production
Red Hat logoR
Red HatMarketing intelligence
HubSpot logoH
HubSpotWorkflow automation
Try:,,
Showing 9 of 292 case studies
Employment Hero logoE

Employment Hero

Software & Platforms|Mid-size

Product activation calls

AgenticL4

Email moved some customers; calls moved more—but not at 350K accounts. An AI voice agent ran the calls: 33% answered, 3%+ activated.

33%Call Answer Rate
via elevenlabs.io
Published today
Emplifi logoE

Emplifi

Software & Platforms|Mid-size

Sales development

AgenticL4

High-intent buyers in APAC and ANZ arrived to silence—no local SDR, no follow-up. An AI agent now works every lead, every time zone.

10xYoY Revenue Growth
via qualified.com
Published 3 days ago
Baz logoB

Baz

Software & Platforms|SMB
up to

Code review agents

AgenticL4

Agent failures at 1M ops/day meant engineers stitching logs, traces, and code to diagnose. Now every decision links to a commit in one view.

80%Eval Time Reduction
via datadoghq.com
Published 4 days ago
Red Hat logoR

Red Hat

Software & Platforms|Enterprise

Marketing intelligence

AgenticL2

Campaign performance scattered across a dozen tools, stitched together by hand. MINE collapsed it into a single trusted conversation.

$1.3MAnnual Prod. Value
via databricks.com
Published Jun 12, 2026
Banzai logoB

Banzai

Software & Platforms|SMB

Content creation

AgenticL3

5+ hours daily on execution left the VP no time for strategy—or a content program at all. AI workflows run the pipeline; campaigns in days.

5+ hoursDaily Time Savings
via copy.ai
Published Jun 12, 2026
Netsmart logoN

Netsmart

Software & Platforms|Mid-size

Code modernization

AgenticL3

Each Angular upgrade consumed months of manual testing. Agentic AI finds and fixes breaking changes, freeing engineers for clinical work.

via aws.amazon.com
Published Jun 10, 2026