Enterprise AI StrategyAI Consulting

AstraZeneca Israel

Pharmaceutical

Advisory engagement for AI-native data platform transformation

About the Client

AstraZeneca Israel (AZIL) is the local affiliate of the global pharmaceutical organization, operating in a highly regulated life-sciences environment with complex commercial, medical, and external data ecosystems. The organization serves multiple markets including commercial effectiveness, omnichannel engagement, medical insights, and finance/performance management.

The Challenge

AZIL's analytics environment had evolved into a fragmented, manually-intensive ecosystem with significant reliance on spreadsheets and decentralized logic. This created delivery friction and constrained scalability toward advanced analytics and AI, with limited governance, inconsistent reference data alignment, and high manual effort for refresh cycles.

Multiple data sources with limited consolidation

Analytics logic distributed across reports and spreadsheets

Limited governance and documentation of data lineage

Refresh cycles requiring high manual effort

Infrastructure limitations preventing AI scalability

Our Solution

AI Consulting

ICAI provided a consulting/advisory engagement including current-state diagnostic, target-state blueprint for an AI-native platform, delivery roadmap with phasing and milestones, and comprehensive AI enablement strategy. The architecture was designed tool-agnostic with clear separation of concerns and built-in governance.

Executive diagnostic and full ecosystem mapping

Target-state blueprint for AI-native platform

4-phase AI enablement evolution path

Data domain decomposition and prioritization

Operating model and governance framework

Technologies & AI Methods

Tool-agnostic Architecture Principles

Modular Domain Data Products

Industrial-grade Governance Design

AI-native Platform Patterns

Ask Your Data Capability Design

Results & Impact

Clear transformation blueprint delivered

Execution-ready roadmap with sequenced phases

Practical governance framework established

Path to AI-native operations defined

Ready for controlled pilot execution phase

Services Provided

AI Strategy & Advisory

Data Platform Assessment

Architecture Blueprint

Roadmap Development

Governance Design

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