How AI + product engineering works
for 622 companies

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

DoorDash logoD
DoorDashDeveloper productivity
Spotify logoS
SpotifyCodebase automation
PGA TOUR logoP
PGA TOURWebsite testing
Stanford University logoS
Stanford UniversityResearch computing
Nissan logoN
NissanSoftware development platform
DoorDash logoD
DoorDashDeveloper productivity
Spotify logoS
SpotifyCodebase automation
PGA TOUR logoP
PGA TOURWebsite testing
Stanford University logoS
Stanford UniversityResearch computing
Nissan logoN
NissanSoftware development platform
Try:,,
Showing 9 of 622 case studies
SK Innovation logoS

SK Innovation

Energy & Utilities|Mid-size

Enterprise agent platform

AgenticL2

No-code tools worked for chatbots, not agents. Coding each from scratch took weeks. Microsoft Foundry cut that to a day.

via microsoft.com
Published today
Synthflow logoS

Synthflow

Software & Platforms|SMB

Voice transcription

AgenticL2

A laggy transcript or missed end-of-turn breaks a call. One self-hosted stack now handles real-time STT, code-switching, and EU residency.

10Languages Supported
via deepgram.com
Published today
League logoL

League

Software & Platforms|Mid-size

Software development

AgenticL3

Compliance kept AI in pockets; security reviews backed up three weeks. After a weekend rollout, two-week sprints became three-hour sessions.

15 minsSecurity Assessment Timevs multiple weeks
via anthropic.com
Published yesterday
Tenali AI logoT

Tenali AI

Software & Platforms|SMB

In-call sales answers

AgenticL2

A $2M deal evaporated in the 24 hours it took to follow up. Now reps answer technical questions live, in under a second.

via mongodb.com
Published yesterday
DoorDash logoD

DoorDash

Transportation & Logistics|Enterprise

Developer productivity

AgenticL3

Scale buried the CTO in review overhead—no production code since the dorm room. Claude Code brought him—and DoorDash—back into production.

3 weeksMigration Timevs 4 engineers over a quarter
via anthropic.com
Published 5 days ago
Spotify logoS

Spotify

Entertainment|Enterprise

Codebase automation

AgenticL4

Code grew 7x faster than headcount; hundreds of teams ran identical migrations for months. Agents now author and auto-merge the bulk of PRs.

75%+PR Frequency Increase
via anthropic.com
Published 5 days ago