Case studies

Building a Unified Data Platform for a Pharmaceutical Company

ERP, CRM, manufacturing, inventory, distributor, pharmacy, hospital, e-commerce and finance data sat in disconnected systems. This is the platform that brought them into one governed foundation for reporting and analytics.

• Cloud Data Lake
• ETL / ELT
• Spark / PySpark
• Data Warehouse
• Lakehouse
• Master Data Management
• Data Governance
• BI & Reporting

1. Data sources09
2. Ingestion10
3. Cloud data lake05
4. Processing06
5. Warehouse / lakehouse07
6. Analytics & consumption08

Challenge, architecture and outcomes

VR Robotic Surgery Assistant

An agentic AI concept for the operating theatre: immersive visualisation, retrieval over approved clinical knowledge, and a reasoning loop that recommends but never decides. Every critical action stays behind a clinician's approval.

• Agentic AI
• Virtual Reality
• Human-in-the-loop
• Computer Vision
• RAG
• Policy Guardrails
• Audit Logging
• RBAC

1. Approved inputs04
2. Agentic orchestration05
3. Experience & integration04

Challenge, architecture and outcomes

AgentOS — An Enterprise Multi-Agent AI Workforce

A reference architecture for AI agents that complete work rather than describe it: a supervisor delegating to specialists, retrieval over approved company knowledge, typed tools onto real business systems — and a governance layer that decides whether any of it is allowed to run.

• Agentic AI
• Multi-agent
• RAG
• Tool Calling
• Human-in-the-loop
• Approval Policy
• Audit Trail
• Least Privilege

1. Experience layer04
2. Orchestration layer04
3. Specialist agents05
4. Governance layer05
5. Enterprise systems05

Challenge, architecture and outcomes