Predictive & Prescriptive Analytics
IGS applies machine learning and artificial intelligence to automate insights, improve system performance, and deliver scalable, secure innovation. We transform complex datasets into forward-looking insights and recommendations, helping agencies predict trends and optimize outcomes.
Capabilities include
- Supervised and unsupervised machine learning models
- Natural language processing (NLP) and text analytics
- Computer vision and anomaly detection
- Model training, validation, and monitoring at scale
- Predictive modeling for outcomes, risks, and behaviors
- Prescriptive analytics for resource allocation and planning
- Time-series forecasting and pattern recognition
- Data-driven simulations and scenario modeling using tools like Python, Java, Perl, SQL, SAS, and R