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12 case studies
Taboola logoT

Taboola

Media|Mid-size

Ad content moderation

Teams reviewed thousands of ads image-by-image. Gemini now automates compliance checks, cutting moderation costs by 75%.

75%Cost Reduction
via cloud.google.com
Published Jan 19, 2026
Condé Nast logoC

Condé Nast

Media|Enterprise

Content moderation

Manual review slowed a viral Vogue contest. AI took over to moderate 56,000 entries, saving two weeks of editorial effort.

2 weeksManual Review Saved
via aws.amazon.com
Published Nov 14, 2025
Weverse Company logoW

Weverse Company

Entertainment|Mid-size

Content moderation

Keyword filters missed toxic sarcasm. Analysts now deploy GenAI safety models via SQL in one day, scanning millions of posts instantly.

1 dayDeployment Timevs weeks
via cloud.google.com
Published Oct 21, 2025
Modulate logoM

Modulate

Entertainment|SMB

Voice moderation

Voice moderation lagged behind real-time chat. AI now flags toxicity in 40 seconds, cutting abuse by 50% for major gaming studios.

300%Return on Investment
via aws.amazon.com
Published Sep 19, 2025
SafetyKit logoS

SafetyKit

Financial Services|SMB

Content moderation

Rigid filters missed phone numbers hidden in images. Multimodal agents now scan 16B tokens daily, flagging fraud across text and visuals.

100%Content Coverage
via openai.com
Published Sep 9, 2025
GoGuardian logoG

GoGuardian

Education & Training|Mid-size

Student safety monitoring

Manual labeling slowed updates for 6B daily safety checks. GenAI prioritization cut human review loads by 95%.

>95%Review Volume Reduction
via databricks.com
Published Jul 10, 2025
PopChill logoP

PopChill

Retail|SMB

Product discovery and moderation

Recommendations took days to refresh; staff lost half-days to fraud checks. AI updates feeds in two hours and automates chat screening.

2 hoursRefresh Frequencyvs every few days
via cloud.google.com
Published Mar 12, 2025
Unitary logoU

Unitary

Software & Platforms|SMB
up to

Content moderation

Managing 1,200 instances overwhelmed a 3-person team. Event-driven scaling now flexes to 1,000 nodes to process 26M videos daily.

26MDaily Videos Processed
via aws.amazon.com
Published Mar 7, 2025
123RF logo1

123RF

Media|Mid-size

Content moderation and translation

Open-source models missed logos, requiring 20 staff. Claude 3 screens images 100x faster and cut translation costs from $120k to $6k.

95%Cost Reduction
via aws.amazon.com
Published Nov 26, 2024
S

South Australia Department for Education

Education & Training|Enterprise

Published Apr 3, 2024
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