The promise of Big Data often gets bogged down in the reality of complex analysis. Many organizations struggle to translate raw data into timely, actionable intelligence. Carina Discover Series 3, developed by our analytics and AI R&D group, tackles this challenge head-on. It acts as an AI-powered analyst, working tirelessly behind the scenes.
Connecting securely to diverse data sources – cloud data warehouses, operational databases, streaming feeds, even unstructured text repositories – Carina Discover employs a suite of advanced techniques:
- Automated Anomaly Detection: Goes beyond simple threshold alerts to identify statistically significant deviations and shifts in trends across multiple dimensions.
- Correlation & Causation Analysis: Uses advanced statistical methods and ML to uncover hidden relationships and suggest potential causal factors driving key business metrics (e.g., identifying why sales dipped in a specific region by correlating it with competitor activity and local sentiment data).
- Natural Language Generation (NLG): Translates complex statistical findings into clear, concise, human-readable summaries and alerts, highlighting the most critical insights without requiring users to manually sift through dashboards or reports.
- Proactive Opportunity Surfacing: Identifies potential areas for optimization, growth, or cost savings based on data patterns that might otherwise go unnoticed.
Carina Discover Series 3 doesn’t replace skilled data scientists but empowers them, and business users alike, by automating the time-consuming discovery phase. It surfaces the “unknown unknowns” and delivers ready-to-use intelligence, dramatically shortening the path from data to decision and action.
