Our Vision
What we're building
An AI platform purpose-built for engineers who work with simulation and testing data. Designed to turn raw experimental data into predictive insights -- without requiring a data science background.
We're currently in the research and customer discovery phase. Everything below represents our product vision informed by real conversations with engineers.
Planned Capabilities
Three ways we envision you'll work with Kamileon AI
Custom AI Models
Purpose-built machine learning models trained on your specific datasets and domain requirements. This is the core of what we're designing.
- Transfer learning from industry-specific foundation models
- Time series forecasting for degradation prediction
- Anomaly detection tuned to your failure modes
- Continuous model retraining with new data
- Explainable AI outputs for engineering teams
How It Will Work
Our planned workflow: three steps from data to insight
Connect Your Data
Ingest data from test benches, sensors, databases, or file uploads. We plan to support all major engineering data formats.
AI Processing
Custom models will analyze patterns, detect anomalies, and generate predictive insights from your domain-specific data.
Actionable Insights
Clear, prioritized recommendations delivered through dashboards, automated reports, or API integrations.
Target Use Cases
Problems we're designing to solve
Technical Direction
Our planned technical approach
Shape what we build
This vision is only as good as the feedback behind it. If you work with simulation or testing data, your input will directly influence our product roadmap.
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