Context Windows | 2000+ AI case studies with real results

See which AI use cases
are paying off

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.

30+ use cases|2,429 case studies (+96 last 30d)

2,166 companies|

30+ use cases|2,429 case studies (+96 last 30 days)|2,166 companies|

Real-world implementations from

AXA SwitzerlandClaims processing

ZoomAd campaign optimization

NestléInterview scheduling

PanasonicMarket research simulation

Hitachi EnergyEmployee support

LyftSelf-serve multi-agent platform lets non-engineers ship Lyft support agents in weeks

Chess.comWorkforce reporting

Porsche Cup BrasilDamage assessment

AXA SwitzerlandClaims processing

ZoomAd campaign optimization

NestléInterview scheduling

PanasonicMarket research simulation

Hitachi EnergyEmployee support

LyftSelf-serve multi-agent platform lets non-engineers ship Lyft support agents in weeks

Chess.comWorkforce reporting

Porsche Cup BrasilDamage assessment

See which AI use cases
are paying off

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.

30+ use cases|2,429 case studies (+96 last 30d)

2,166 companies|

30+ use cases|2,429 case studies (+96 last 30 days)|2,166 companies|

Real-world implementations from

AXA SwitzerlandClaims processing

ZoomAd campaign optimization

NestléInterview scheduling

PanasonicMarket research simulation

Hitachi EnergyEmployee support

LyftSelf-serve multi-agent platform lets non-engineers ship Lyft support agents in weeks

Chess.comWorkforce reporting

Porsche Cup BrasilDamage assessment

AXA SwitzerlandClaims processing

ZoomAd campaign optimization

NestléInterview scheduling

PanasonicMarket research simulation

Hitachi EnergyEmployee support

LyftSelf-serve multi-agent platform lets non-engineers ship Lyft support agents in weeks

Chess.comWorkforce reporting

Porsche Cup BrasilDamage assessment

GenAI case study database

Try:,,

Showing 9 of 2,429 case studies

Tecban

Financial Services

Tecban scaled Copilot across business and dev teams

Tecban rolled out Microsoft 365 + GitHub Copilot to 3,000+ users across 98 use cases, achieving up to 30% productivity gains with governance intact.

30%More Output

Up to 30% productivity gains
3,000+ users onboarded across 98 Copilot use cases

via microsoft.com

Published today

DIRECTV

Telecommunications|Enterprise

DIRECTV opened its data to plain-language questions with Genie

DIRECTV adopted Databricks Genie so anyone can query its 1,200-attribute customer dataset in plain language, getting instant answers instead of waiting days or weeks.

Instantvs Days

Plain-language analytics answered instantly instead of days or weeks
1,200+ customer attributes made self-service across the business

via databricks.com

Published yesterday

Physics Wallah (PW)

Education & Training|Enterprise

PhysicsWallah gave its AI tutor a natural voice with ElevenLabs

PhysicsWallah added ElevenLabs voice to its AI tutor — which resolves 90%+ of doubts — serving the 52% of students who prefer audio-first learning in Hinglish.

90%+Doubts

AI resolves over 90% of student doubts
52% of students prefer audio-first learning, now served with natural voice

via elevenlabs.io

Published yesterday

Rippling

Software & Platforms|Mid-size

Rippling shipped a production multi-agent AI in 6 months

Rippling built a production multi-agent AI layer on LangChain Deep Agents in ~6 months, serving millions of users across HR, IT, payroll and finance.

MillionsUsers

Multi-agent AI serving millions of users across HR, IT, payroll and finance
Shipped production multi-agent AI in ~6 months

via blog.langchain.com

Published yesterday

GoFundMe

Software & Platforms

GoFundMe reimagined fundraiser creation as an AI conversation

GoFundMe replaced its blank fundraiser form with a Sierra conversational agent, helping organizers raise 5% more (≈$125M) while 65-75% felt less stressed.

5%More Raised

Organizers raised 5% more in donations
65-75% of organizers said the AI agent made fundraising less stressful

via sierra.ai

Published yesterday

Promenade

Software & Platforms

Promenade automated sales-to-implementation handoffs with AI

Promenade's reps use Revenue AI to generate standardized deal handoff notes in under a minute instead of 10+, saving up to 6 hours a month for selling.

<1 minPer Note

Handoff notes cut from 10+ minutes to under 1 minute
Reps save up to 6 hours per month on admin

via revenue.io

Published yesterday

Sarvam AI

Software & Platforms|SMB

Published 2 days ago

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Merck KGaA

Pharmaceuticals & Biotech

Published 2 days ago

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Sonata Software

Technology|Enterprise

Published 4 days ago

Unlock to view details

GenAI use case tracker

38 use cases mapped from 2,843 case studies

Lead Qualification

AI agents that engage website visitors and inbound prospects 24/7 — qualifying interest, scoring intent, and booking meetings with sales reps automatically.

-23%

-23%YoY growth

Predictive Maintenance

Foundation models that read sensor streams alongside maintenance logs, manuals, and technician notes to predict equipment failures.

+71%

+71%YoY growth

Agentic Customer Service

AI agents that autonomously handle customer requests — processing refunds, modifying accounts, making bookings, and resolving issues without human intervention.

+123%

+123%YoY growth

Predictive Analytics

Forecasting demand, credit risk, churn, and sales pipelines — foundation models extending traditional forecasting with reasoning over unstructured signals like emails, calls, and reports.

+76%

+76%YoY growth