Leadership
3 roles
Chief Data Officer
8 commandsOversees data strategy, governance, and maturity progression across the IPA.
- /ipad-kit:assess Run a maturity assessment across all dimensions
- /ipad-kit:gap-analysis Identify gaps between current and target maturity
- /ipad-kit:roadmap Generate a phased improvement roadmap
- /ipad-kit:governance Define data governance structures and policies
- /ipad-kit:data-quality Assess data quality rules and metrics
- /ipad-kit:ethics Develop a data ethics framework
- /ipad-kit:ai-governance Define AI governance policies and controls
- /ipad-kit:report Produce a maturity assessment report
Director of Investment Promotion
7 commandsDrives IPA mandate delivery with data-informed strategy and stakeholder engagement.
- /ipad-kit:assess Run a maturity assessment across all dimensions
- /ipad-kit:stakeholders Map stakeholders and their data needs
- /ipad-kit:roadmap Generate a phased improvement roadmap
- /ipad-kit:business-case Build a business case for data investment
- /ipad-kit:funnel Analyse the investment promotion funnel
- /ipad-kit:benchmark Benchmark against peer IPAs and standards
- /ipad-kit:report Produce a maturity assessment report
Head of Analytics
6 commandsLeads analytics capability building, insight delivery, and decision support systems.
- /ipad-kit:assess Run a maturity assessment across all dimensions
- /ipad-kit:analytics-design Design analytics use cases and pipelines
- /ipad-kit:insight-delivery Plan insight delivery and reporting mechanisms
- /ipad-kit:layer-spec Specify data architecture layers
- /ipad-kit:benchmark Benchmark against peer IPAs and standards
- /ipad-kit:report Produce a maturity assessment report
Data & Analytics
3 roles
Data Architect
10 commandsDesigns entity models, data contracts, catalogues, and quality frameworks for the IPA.
- /ipad-kit:entity-model Generate canonical entity-relationship models
- /ipad-kit:data-catalogue Build a metadata catalogue for IPA datasets
- /ipad-kit:data-contracts Define data contracts between producers and consumers
- /ipad-kit:data-quality Assess data quality rules and metrics
- /ipad-kit:data-sources Inventory and assess external data sources
- /ipad-kit:data-classification Classify data by sensitivity and regulatory tier
- /ipad-kit:layer-spec Specify data architecture layers
- /ipad-kit:diagram Generate architecture and data flow diagrams
- /ipad-kit:governance Define data governance structures and policies
- /ipad-kit:review Conduct a design review of architecture artifacts
Data Steward
6 commandsManages data quality, classification, and governance compliance across domains.
- /ipad-kit:data-quality Assess data quality rules and metrics
- /ipad-kit:data-classification Classify data by sensitivity and regulatory tier
- /ipad-kit:data-catalogue Build a metadata catalogue for IPA datasets
- /ipad-kit:governance Define data governance structures and policies
- /ipad-kit:principles-compliance Check alignment with architecture principles
- /ipad-kit:health Run a data health check across systems
Data Analyst
5 commandsRuns analytics design, insight delivery, benchmarking, and performance analysis.
- /ipad-kit:analytics-design Design analytics use cases and pipelines
- /ipad-kit:insight-delivery Plan insight delivery and reporting mechanisms
- /ipad-kit:benchmark Benchmark against peer IPAs and standards
- /ipad-kit:funnel Analyse the investment promotion funnel
- /ipad-kit:report Produce a maturity assessment report
Technology
2 roles
IT Director
7 commandsPlans technology infrastructure, security architecture, and AI governance strategy.
- /ipad-kit:assess Run a maturity assessment across all dimensions
- /ipad-kit:security Design the security and access control model
- /ipad-kit:ai-governance Define AI governance policies and controls
- /ipad-kit:layer-spec Specify data architecture layers
- /ipad-kit:roadmap Generate a phased improvement roadmap
- /ipad-kit:data-sources Inventory and assess external data sources
- /ipad-kit:review Conduct a design review of architecture artifacts
Systems Administrator
4 commandsManages data sources, system integration, and platform operational health.
- /ipad-kit:data-sources Inventory and assess external data sources
- /ipad-kit:health Run a data health check across systems
- /ipad-kit:security Design the security and access control model
- /ipad-kit:diagram Generate architecture and data flow diagrams
Investment Operations
3 roles
Investment Promotion Officer
5 commandsUses funnel analytics, stakeholder analysis, and entity data to drive investment attraction.
- /ipad-kit:funnel Analyse the investment promotion funnel
- /ipad-kit:stakeholders Map stakeholders and their data needs
- /ipad-kit:entity-model Generate canonical entity-relationship models
- /ipad-kit:analytics-design Design analytics use cases and pipelines
- /ipad-kit:report Produce a maturity assessment report
Aftercare Manager
4 commandsTracks investor lifecycle with entity model, analytics, and satisfaction insights.
- /ipad-kit:entity-model Generate canonical entity-relationship models
- /ipad-kit:analytics-design Design analytics use cases and pipelines
- /ipad-kit:insight-delivery Plan insight delivery and reporting mechanisms
- /ipad-kit:stakeholders Map stakeholders and their data needs
Marketing Lead
4 commandsLeverages analytics design, benchmarking, and insight delivery for promotion strategy.
- /ipad-kit:analytics-design Design analytics use cases and pipelines
- /ipad-kit:benchmark Benchmark against peer IPAs and standards
- /ipad-kit:insight-delivery Plan insight delivery and reporting mechanisms
- /ipad-kit:funnel Analyse the investment promotion funnel
Governance
2 roles
Compliance Officer
6 commandsEnsures ethics, AI governance, security, and traceability compliance across the IPA.
- /ipad-kit:ethics Develop a data ethics framework
- /ipad-kit:ai-governance Define AI governance policies and controls
- /ipad-kit:security Design the security and access control model
- /ipad-kit:traceability Map traceability from goals to implementation
- /ipad-kit:principles-compliance Check alignment with architecture principles
- /ipad-kit:governance Define data governance structures and policies
Privacy/Security Officer
5 commandsManages security model, data classification, ethics framework, and audit readiness.
- /ipad-kit:security Design the security and access control model
- /ipad-kit:data-classification Classify data by sensitivity and regulatory tier
- /ipad-kit:ethics Develop a data ethics framework
- /ipad-kit:governance Define data governance structures and policies
- /ipad-kit:review Conduct a design review of architecture artifacts
Strategy
2 roles
Policy Analyst
5 commandsUses gap analysis, benchmarking, and roadmaps for evidence-based investment policy.
- /ipad-kit:gap-analysis Identify gaps between current and target maturity
- /ipad-kit:benchmark Benchmark against peer IPAs and standards
- /ipad-kit:roadmap Generate a phased improvement roadmap
- /ipad-kit:stakeholders Map stakeholders and their data needs
- /ipad-kit:report Produce a maturity assessment report
Performance Manager
5 commandsTracks maturity progress, principles compliance, KPIs, and organizational performance.
- /ipad-kit:assess Run a maturity assessment across all dimensions
- /ipad-kit:principles-compliance Check alignment with architecture principles
- /ipad-kit:traceability Map traceability from goals to implementation
- /ipad-kit:benchmark Benchmark against peer IPAs and standards
- /ipad-kit:story Generate a data maturity narrative