Why ai?
PROVIDE INSIGHTS
Provide insights by analyzing massive amounts of unstructured textual information (e.g. customer reviews or product descriptions).
- Sentiment analysis
- Cluster analysis
- Recommendation systems
- Summarization
- Topic extraction
DETECT AND TRACK
Detect and track objects and patterns in images and video streams.
- Pattern recognition
- Object tracking
- Structure from motion
- Deep learning
MODEL COMPLEX SYSTEMS
Model complex dynamic systems to understand and predict their behavior.
- Regression analysis
- Activity recognition
- State estimation
- Multivariate analysis
- Bayesian networks
- Evolutionary algorithms
- Markov models
DETER AND REACT
Detect and react to atypical behavior such as hacker attacks, fraud detection, equipment malfunction, and user errors.
- Anomaly detection
- Time series analysis
- Reinforced learning
- Neural nets