Predictive AI Development

Our client was operating in the dark by making critical business decisions based on lagging indicators and gut instinct. We developed a Predictive AI platform that gathers structured and unstructured data from various operational systems, trains forecasting models unique to a given domain, and presents actionable recommendations via a user-friendly decision intelligence dashboard. From demand forecasting and churn prediction to risk scoring and anomaly detection, the platform replaced reactive operations with proactive, data-driven strategy. It turns historical data into forward-looking business intelligence by predicting outcomes before they happen.

Technology Stack

• Python / Scikit-learn
• XGBoost / LightGBM
• TensorFlow
• Apache Spark
• Apache Kafka
• dbt + Snowflake
• MLflow
• React + Recharts
• FastAPI
• GCP / BigQuery