Case Studies
Trusted by industry experts
ServiceNow’s Apriel-1.5-15b-Thinker matches larger-model accuracy with half the data
$10M+
saved in compute spend through
targeted data curation
.webp)
How a National AI Lab used Collinear’s high-quality multilingual data packs to improve Arabic & English Model Alignment
10k+ model failure modes
proactively identified across languages in pre-production
Global Telecom Leader builds custom conversation quality metric to improve AI agent conversations
90%
correlation with
human CSAT
Amazon AGI Labs Scales Red-teaming to strengthen safety of foundation models
1,000+ jailbreaks
Multi-modal: text, image,
and video prompts tested
How MasterClass uses Collinear data packs to build authentic AI instructor Personas
15%
increase in safety and reliability scores with Collinear training data packs
How ThoughtWorks used Collinear data packs to validate real-time AI on Groq
5,000+
realistic customer conversations used for model training and Groq performance benchmarking
.png)
How Kore.ai Uses Collinear data packs to ensure consistency, reliability, and safety across customer Service Agents
91%
of AI-generated responses showed significant
improvement
How La Haus is transforming LATAM real estate with Collinear
15% increase
in unique visitor-to-first-visit conversion with Collinear's Custom Sales Agent Judge
.webp)
How Matillion is Supercharging Enterprise AI pipelines with Collinear
Remarkable 96%
F1 score achieved
by Veritas
Stop launch-and-pray AI.
Simulations catch failures before your customers do.