OUR TECHNOLOGIES
ARCOGNI
Autonomous Machine Learning Architecture Generation
ARCOGNI automates the design and optimization of machine learning architectures, enabling rapid development of high-performance models for complex datasets and applications.
OVERVIEW
Better Models, Built Faster
Designing a high-performing machine learning model usually takes experts weeks of trial and error: choosing an architecture, tuning it, and testing it again and again. ARCOGNI automates that process.
It searches for and refines model architectures suited to your data and your goal, so teams can move from raw data to a reliable model in far less time, even without deep machine learning expertise.
AT A GLANCE
KEY CAPABILITIES
What ARCOGNI Does
From your data to an optimized, ready-to-use model.
Automated Architecture Design
Generates and evaluates candidate neural network architectures tailored to your dataset and task.
Model Optimization
Tunes model structure and settings to balance accuracy, speed, and computing cost.
Performance Evaluation
Compares candidate models side by side so the best-performing option is clear.
Works With Your Data
Handles complex datasets such as images, sensor signals, and engineering measurements.
Scalable Computing
Runs on high-performance and cloud computing resources to explore many designs quickly.
Ready for Deployment
Delivers trained models that can be integrated into your applications and workflows.
SEE IT IN ACTION
Watch ARCOGNI at Work
See how ARCOGNI designs and optimizes machine learning models, and learn about the patent-pending technology behind it.
APPLICATIONS
Where ARCOGNI Creates Value
Applying automated machine learning to challenging problems across science and engineering.
