See how 95 companies
use AI for infrastructure & 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

LG U+ logoL
LG U+Customer search
Stanford University logoS
Stanford UniversityResearch computing
Lyft logoL
LyftSelf-serve agent platform
Sony Group logoS
Sony GroupKnowledge management
Shopee logoS
ShopeeMultilingual ecommerce model
LG U+ logoL
LG U+Customer search
Stanford University logoS
Stanford UniversityResearch computing
Lyft logoL
LyftSelf-serve agent platform
Sony Group logoS
Sony GroupKnowledge management
Shopee logoS
ShopeeMultilingual ecommerce model
Try:,,
Showing 9 of 95 case studies
FloQast logoF

FloQast

Software & Platforms|Mid-size

Incident investigation

AgenticL2

Finding root cause meant stitching logs, traces, and metrics by hand during incidents. Now AI surfaces the hypothesis; engineers verify.

10%Invest. Time Reduction
via grafana.com
Published 3 days ago
LG U+ logoL

LG U+

Telecommunications|Enterprise

Customer search

AgenticL2

Every latency spike pulled engineers in by hand. Moving Gemini to their own infrastructure — not Google's — cut both the risk and the cost.

36%Operating Cost Reduction
via databricks.com
Published 4 days ago
Strike Graph logoS

Strike Graph

Software & Platforms|SMB

Agent access control

AgenticL2

Building agent identity from scratch would have tied up an entire team for months. Off-the-shelf auth got the MCP server live in one sprint.

via auth0.com
Published 4 days ago
Common Room logoC

Common Room

Software & Platforms|SMB

Agent security

AgenticL2

MCP stayed internal—the early spec lacked enterprise identity controls. Auth0's identity layer plugged that gap and made it customer-ready.

10-15Data Sources Unified
via auth0.com
Published 4 days ago
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 5 days ago
Inter logoI

Inter

Financial Services|Mid-size

Virtual assistant management

AgenticL3

700 hours a year on manual JSON deployments across 18 assistants. Automation cut each to minutes.

~95%Deploy Effort Reduction
via ibm.com
Published Aug 12, 2026