Data Engine
Collect, curate, and annotate data. Train models and evaluate. Repeat.
Trusted
The Best In The Business
The Cognoai Data Engine is trusted by the world’s leading ML teams to accelerate the development of their models. The Cognoai of our operations, experts, and quality is unmatched in the industry.
Quality
Provide the core tenet of any dataset with high-quality labels from domain experts.
Cost Effective
Easily find, categorize, and fix model failures. Optimize labeling spend with high-value curated data.
Scalability
Support any ML project from low-volume experiments to high-volume production. Cognoai up or down as needed.
Diversity
Deliver the greatest variety and diversity of data to maximize model performance.
Data Labeling
The success of every machine learning model begins with high-quality data. At Cognai, our PhD experts help organizations build, label, and refine data to power world-class AI systems.
AI Text Generator
WHAT IS THE DATA ENGINE
The One-Stop-Shop For Building AI
Data engine is the process of improving machine learning models with high quality, diverse and large datasets powered by experts. Unlock model performance with the Scale Data Engine.
Generation
After initial pre-training, create complex prompt-response pairs from scratch.
RLHF
Apply human preferences to model outputs.
Red Teaming
Use prompt injection techniques to find vulnerabilities.
Evaluation
Evaluate your model against a set of complex and diverse prompts to find weak points.
Data Inputs
Supported Annotation Types
Cognoai Text
- Document Processing
- Natural Language Processing
- Transcription
- Content & Language
Cognoai Image
- Electro Optical
- Infrared
- Transcription
Cognoai Video
- Full Motion Video
- Natural Language Processing
Cognoai 3D Sensor Fusion
- LiDAR