See how 290 companies
reduce costs with AI

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

Nestlé logoN
NestléInterview scheduling
trivago logoT
trivagoKnowledge search
IBM logoI
IBMRenewal automation
Goodwill Industries International logoG
Goodwill Industries InternationalResume generation
Reed Smith logoR
Reed SmithDocument review
Nestlé logoN
NestléInterview scheduling
trivago logoT
trivagoKnowledge search
IBM logoI
IBMRenewal automation
Goodwill Industries International logoG
Goodwill Industries InternationalResume generation
Reed Smith logoR
Reed SmithDocument review
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Showing 9 of 290 case studies
Cleverbridge logoC

Cleverbridge

Financial Services|Mid-size

Performance analytics

AgenticL2

Client analytics required SQL queries only engineers could write. Now CSMs pull performance reports in minutes with plain language prompts.

~1 FTEAnnual CSM Time Savings
via snowflake.com
Published 3 days ago
CookUnity logoC

CookUnity

Retail|Mid-size

Workforce analytics

AgenticL2

Reports built from scratch; one org question pulled in 3–4 colleagues. Now HR gets the same analysis mid-meeting, without interrupting anyone.

2–4hWeekly Savings per HRBP
via rippling.com
Published Jul 18, 2026
Reed Smith logoR

Reed Smith

Professional Services|Mid-size

Document review

AgenticL2

TAR scored chat too low—key evidence slipped through. AI screens first and surfaced all three docs opposing counsel used in deposition.

$2.3M+Review Cost Savings
via relativity.com
Published Jul 16, 2026
Flybuys logoF

Flybuys

Retail|Mid-size

Customer support

AgenticL2

Outsourced tools kept the team blind to their own data—no transcripts, no metrics—until they migrated everything in-house in 7 months.

24%Cost Reduction
via aws.amazon.com
Published Jul 15, 2026
Advantage Solutions logoA

Advantage Solutions

Professional Services|SMB

Compliance checks

AgenticL2

Paper-and-highlighter compliance checks ate 20–30 min per shift across thousands of locations. A photo now does it in minutes.

<30 minsForecast Assembly Timevs 10 hours per forecast cycle
via anthropic.com
Published Jul 10, 2026
St. James's Place logoS

St. James's Place

Financial Services|Mid-size
up to

Training video creation

AgenticL1

Quarterly compliance updates meant costly reshoots. Now scripts regenerate instantly — no cameras, no vendors, no delays.

75%Cost Savings
via synthesia.io
Published Jul 3, 2026