In Progress Generative AI
AI-Powered Customer Insights Engine
Generative AI platform that transforms raw customer data into actionable business intelligence through RAG and natural-language queries.
PythonLangChainOpenAI APIRAG
Innovation Lab
Research & Innovation
Exploring the frontier of AI-powered solutions. Here's what we're working on.
At Cation System, research is not a side project. It is the foundation of everything we build. We run open research programs to solve hard problems before clients ask us to. This gives us tested methods and proven results we can apply from day one.
Our focus areas include document intelligence, supply chain forecasting, and customer analytics. These are fields where data is plentiful but useful insights are rare. We publish our progress openly so you can see how we work and what we have learned.
Three active projects, each solving a real business problem. These are systems in development with real data flowing through them. Not slide deck proofs of concept.
Research Projects
Generative AI
AI-Powered Customer Insights Engine
Generative AI platform that transforms raw customer data into actionable business intelligence through RAG and natural-language queries.
PythonLangChainOpenAI API
AI & ML
Intelligent Document Processing
AI-powered system that extracts, classifies, and processes unstructured business documents at scale using computer vision and NLP.
PythonNLPComputer Vision
Data Intelligence
Predictive Supply Chain Analytics
ML models that forecast demand patterns and optimize inventory management across supply chains using multi-signal time series analysis.
Pythonscikit-learnTime Series Analysis
In Progress Prototype AI & ML
Intelligent Document Processing
AI-powered system that extracts, classifies, and processes unstructured business documents at scale using computer vision and NLP.
PythonNLPComputer VisionTensorFlow
Research Data Intelligence
Predictive Supply Chain Analytics
ML models that forecast demand patterns and optimize inventory management across supply chains using multi-signal time series analysis.
Pythonscikit-learnTime Series AnalysisPostgreSQL
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