Permion AI™
Harvesting Permion Platform's speed and power in AutoGraph and Graph Signals Analysis, we have unlocked applications for myriad AI settings.
Applications
Permion Graph ML
World-leading graph analytics, revealing hidden structure to empower learning on the most complex datasets. Insight at scale and across domains, underpinned by automated machine learning that gives one analyst the power of a hundred.
Permion Molecular Property Prediction
Discovering the properties of new and existing chemical compounds is slow and expensive. Existing methods – painstaking lab tests – cannot keep up with the thousands of chemicals that need to be analyzed for drug properties, toxicity, and other interactions.
The promise of powerful machine learning has not yet proven up to this challenge – until today. Our system draws on the full power of Permion Graph ML, delivering results that exceed published benchmarks in the field across approximately 1000 tasks.
Permion Analyst Suite
Multi-agent text analysis platform that rapidly learns document content to create knowledge graphs and proto-ontologies. Learned expertise helps guide further research with automatic hypothesis generation in the document or corpus’s topic area, using automated web search to gather supporting evidence.
Challenge
Contemporary AI requires heavy compute, large amounts of training data, and yet still often functions as a black box.
Permion Solution
Our Permion AI offers explainable results with less data and higher degrees of accuracy.
- World-leading graph analytics
- Results that exceed published benchmarks
- Creates knowledge graphs and proto-ontologies
- Automatic hypothesis generation
- Gives one analyst the power of a hundred
Groundbreaking Results: Toxicology Prediction
10 March 2023 - Predicting properties of new and existing chemical compounds is slow and expensive. Existing methods – painstaking lab tests – cannot keep up with the thousands of chemicals that need to be analyzed for drug properties, toxicity, and other interactions. The promise of powerful machine learning has not yet proven up to this challenge – until today.
Permion Graph ML is our fully automated graph machine learning system, its design inspired by the challenge of these and other benchmark graph-format datasets. In chemical compound prediction tasks, Permion Molecular Properties Prediction has beaten the performance of 95% of state-of-the-art methods, in some cases needing 50% less training data while outperforming all published results.