Case Studies
Trusted by industry experts
$10M+
saved in compute spend through
targeted data curation
91%
of AI-generated responses showed significant improvement
How Kore.ai Uses Collinear’s Simulation Lab to Train Enterprise AI Agents at Scale
Data
10k+ model failure modes
proactively identified across languages in pre-production
How a National AI Lab used Collinear’s high-quality multilingual data packs to improve Arabic & English Model Alignment
Data
90%
correlation with
human CSAT
Global Telecom Leader builds custom conversation quality metric to improve AI agent conversations
Data
RL Environments
1,000+ jailbreaks
Multi-modal: text, image,
and video prompts tested
Amazon AGI Labs Scales Red-teaming to strengthen safety of foundation models
Data
15%
increase in safety and reliability scores with Collinear training data packs
How MasterClass uses Collinear data packs to build authentic AI instructor Personas
Data
RL Environments
5,000+
realistic customer conversations used for model training and Groq performance benchmarking
How ThoughtWorks used Collinear data packs to validate real-time AI on Groq
Data
RL Environments
15% increase
in unique visitor-to-first-visit conversion with Collinear's Custom Sales Agent Judge
How La Haus is transforming LATAM real estate with Collinear
RL Environments
Remarkable 96%
F1 score achieved
by Veritas
How Matillion is Supercharging Enterprise AI pipelines with Collinear
RL Environments
Better environments.
Better data. Better agents.
See what a thousand rollouts can teach your agent in 30 minutes.
Stop launch-and-pray AI.
Simulations catch failures before your customers do.