SAP Planning Transformation
Shape practical SAP planning roadmaps across IBP, PP/DS, APO, and S/4HANA, with clear sequencing, integration logic, and business ownership.
Aniruddha Biswas / Senior SAP Planning Advisory
SAP Planning, AI-Enabled Forecasting, and Clinical Trial Supply Chain Advisory
U.S.-based senior SAP planning and supply chain specialist with 26+ years across supply chain, SAP planning, and IT services — including 20+ years in SAP consulting and transformation, with AI-enabled forecasting and clinical trial supply chain expertise across regulated and global environments.
Featured Market Intelligence
AI Supply Chain Intelligence Hub
A curated intelligence hub tracking SAP Joule, SAP IBP, Kinaxis, Blue Yonder, o9, Oracle SCM, and AI adoption across supply chain planning, procurement, logistics, manufacturing, and clinical supply chain.
Where I Add Value
26+ years across supply chain, SAP planning, and IT services — including 20+ years in SAP consulting and transformation.
Regulated, global, and clinical trial planning environments
SAP ICSP completed, SAP IBP certification in progress
Expertise
Focused advisory and architecture support for complex planning environments where technology choices, operating discipline, and stakeholder confidence all matter.
AI-Enabled Forecasting
Translate forecasting and ML concepts into governed planning workflows that improve exception focus, scenario readiness, and forecast confidence.
Clinical Trial Supply Chain
Support regulated clinical planning where enrollment variability, patient continuity, shelf-life, and supply assurance require disciplined scenario thinking.
Executive Program Leadership
Guide complex planning initiatives with senior stakeholder alignment, testing governance, risk management, and calm delivery leadership.
Featured Insight
Classifying demand patterns before forecasting
A practical ML workflow for separating high-frequency and low-frequency demand SKUs, translated for SAP IBP and PP/DS planning contexts.
May 1, 2026 / 8 min read
Classifying High-Frequency vs. Low-Frequency Demand SKUs
A practical ML workflow applied to demand planning, translated for SAP IBP and PP/DS contexts.
Read insightAvailability