Aniruddha Biswas AI Supply Chain Intelligence

Portfolio & Professional Learning

Applied AI Supply Chain Lab

A portfolio of independent synthetic-data prototypes exploring how planning signals, supply-chain signals, scenario intelligence, explainable recommendations and human decision-making can be connected in enterprise decision-support experiences.

This release publishes one flagship experience — the AI Planning Command Center — and one domain solution family, Clinical Trial Supply Chain Intelligence, together with the SAP Clinical Supply Foundation it assumes. Further portfolio groups are prepared separately and are not part of this release.

1 published

Flagship Experience

AI Planning Command Center — an integrated planning decision-intelligence experience connecting MRP, demand, inventory and S&OP signals in one place.

1 solution family

Clinical Trial Supply Chain Intelligence

A domain solution family combining an operational foundation with specialized clinical-trial intelligence prototypes.

Published in this release

SAP Clinical Supply Foundation

The process, object and action foundation the family assumes — clinical-supply lifecycle context expressed in SAP-aligned vocabulary.

3 published

Specialized Clinical Experiences

Site performance, enrollment forecasting and site risk, and clinical supply planning and resupply are published in this release.

Why This Lab Exists

A working space for applied AI planning patterns

This lab is a professional portfolio and learning space, not a product catalog. It documents synthetic-data prototypes I build to explore how AI-assisted patterns can support enterprise planning, exception management, risk review and decision intelligence. The work published here covers enterprise planning and clinical trial supply chain.

Professional Learning

The lab is a structured way to practice applied AI patterns hands-on — building risk engines, planning assistants, and decision-support workflows end to end rather than reading about them. Every prototype is a learning exercise in how AI concepts translate into planning practice.

Portfolio Demonstration

Rather than describing architecture and AI-assisted planning ideas in the abstract, the lab documents working prototypes built on synthetic data. It shows how planning problems, exception logic, and executive decision support can be expressed in modern software.

Architecture Exploration

Each prototype explores architecture questions that matter in real SAP planning transformations: how to separate business logic from data sources, how to design adapter layers for future integration, and how to keep AI-assisted patterns governed and explainable.

Flagship Experience

The Lab's broadest integrated decision-intelligence experience. It connects multiple planning signals with business context, explainable recommendations, supporting evidence and human decision-making in a single experience.

AI Planning Command Center

Enterprise Planning Decision Intelligence

MRP exceptions, demand risk, inventory and shortage exposure and S&OP context are normally reviewed in separate transactions and meetings. This synthetic-data prototype brings them into one governed planning experience — with a conversational planning assistant, explainable recommendations and decision-pack preparation, and planner judgment kept at the decision point.

SAP-Aligned PlanningMRP IntelligenceDemand RiskInventory & ShortageS&OPJoule-Inspired AssistantSynthetic Data
Explore Planning Flagship

Clinical Trial Supply Chain Intelligence

A domain solution family, not a single prototype

Life sciences and clinical operations are handled as their own solution family: an operational foundation plus specialized synthetic-data intelligence prototypes for clinical-trial planning, enrollment, site operations, clinical supply, risk review, and human-governed action.

Solution Family Gateway

Clinical Trial Supply Chain Intelligence

A family of synthetic-data decision-intelligence prototypes supporting clinical-trial planning, enrollment, site operations, clinical supply, risk review, and human-governed action.

Clinical OperationsEnrollment OutlookClinical SupplyRisk IntelligenceSynthetic Data
Explore Clinical Supply Family

The Clinical Trial Supply Chain Intelligence family includes the SAP Clinical Supply Foundation and three specialized decision-intelligence presentations: Site Performance, Enrollment Forecasting & Site Risk, and Supply Planning & Resupply. Each owns a distinct decision domain and is built on fully synthetic data. Future clinical-trial POCs can join the same family without changing the primary website architecture.

Lab Guardrails

Synthetic data onlyJoule-inspired, not official SAP JouleNo live SAP connectionNo client or employer dataNot production decision software

Professional Discussion

Interested in the planning patterns, architecture choices, or applied AI approach behind this lab?

Contact for professional discussion