Pecan AI combines traditional predictive modeling with generative AI techniques to accelerate model development and improve accuracy. The platform specializes in time-series forecasting for revenue projections, demand planning, and workforce optimization. What sets Pecan apart is its conversational interface that guides users through predictive scenario building without requiring SQL or Python knowledge. Marketing teams use it for customer lifetime value prediction, while operations managers forecast equipment maintenance needs. Pecan's automated feature engineering handles messy real-world data better than rule-based systems, and its explainability features help build stakeholder trust in AI recommendations. Deployment options range from cloud SaaS to private VPC installations for sensitive data environments.