Purposeful Precision in Planning
Accurate and timely forecasting is critical for commercial success in the pharma industry – whetherestimating demand, projecting sales, managing inventory, allocating budgets, or planning resources. Chryselys’ Forecasting capability equips strategy, commercial, finance, launch and supply chain teams with the tools to anticipate what’s next, using historical data, market signals, real and anticipated events and advanced analytics to drive informed, timely decisions.
Key Features
The Benefits
Hybrid Forecasting Approach
Combines statistical models (ARIMA, exponential smoothing) with AI/ML for enhanced accuracy.
Therapy-Specific Forecast Templates
Tailored frameworks for specialty, retail, and rare disease products that account for unique demand drivers.
Built-In Governance Framework
Embedded workflows to track changes, version control, and approvals across business teams.
Modular Deployment
Implemented independently or alongside existing planning tools and systems.
End-to-End Integration
Aligns with Chryselys’ offerings across data, analytics, and operations for full visibility from forecast to action.
Powered by Predictive and GenAI Technologies
Validates and refines assumptions, detects anomalies and generates synthetic data
Enhancing Forecasting with Predictive and GenAI Technologies
Integrating predictive and GenAI technologies enhance accuracy and efficiency of forecasting by identifying hidden trends, validating assumptions, enabling scenario comparisons, track forecast evolution and intuitive visualizations
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