Evidence / 01
Case study in preparationReporting portal
GroupIQ
A centralized reporting portal for the pharmaceutical industry in Australia.
Selected achievements
A working portfolio of products, platforms, and operating systems. The named dossiers below are being prepared for publication; supporting case studies remain available now.
Evidence register / 2026
Each entry will expand with the problem, decisions, artefacts, and measurable outcome once publishable.
Evidence / 01
Case study in preparationReporting portal
A centralized reporting portal for the pharmaceutical industry in Australia.
Evidence / 02
Case study in preparationOperations platform
A clearer way to run people operations.
Evidence / 03
Case study in preparationAI audit product
An automated way to audit dashboards and propose improvements.
Evidence / 04
Case study in preparationMobile marketplace
A mobile marketplace for oyster producers in Arcachon Bay.
Evidence / 05
Case study in preparationMulti-agent data system
A multi-agent system that connects media platforms and builds an AI-ready data architecture.
Evidence
Anonymized production examples that show the architecture, operating choices, and outcomes behind the broader practice.
Agentic AI · Operating model
A hierarchical agent system maintaining a live skills graph for 40+ consultants and supporting staffing decisions across three regions.
Data platform · Governance
A governed bronze–silver–gold lakehouse with one semantic layer for analytics, machine learning, and agent workflows.
Semantic layer · AI
A metric layer redesigned for LLM and agent consumption, standardizing how AI systems read the business.
Leadership · Operating model
An operating model for a distributed data function: pod design, role boundaries, delivery rituals, and a view of organizational health.