Domain I

Digital Reporting Tools and Responsible AI

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Select and govern digital reporting tools; design controlled workflow automation and structured reporting; use AI to support research, mapping, analysis and drafting; verify and ground AI-assisted outputs; assess use-case, bias and model risk; protect data, privacy, security and intellectual property; and preserve human accountability, approval, monitoring and auditability.

Core question

Are digital and AI tools used for suitable reporting purposes through controlled data, workflow, source-verification, human-review, security and accountability arrangements, without delegating non-delegable judgement or creating unsupported reporting information?

Status

Working Draft

Developed working draft — ready for technical review

version 1.1

Area I-CA1 · Reporting technology, automation and structured data

Select and operate reporting technologies, design controlled automation and apply taxonomies and structured-data principles while preserving requirements, approvals, exceptions, lineage and digital quality.

ID	Competency unit	Status
I.1	Select, implement and govern reporting technologies	Working Draft
I.2	Design and control automated reporting workflows	Working Draft
I.3	Apply taxonomies, structured data and digital tagging	Working Draft

Area I-CA2 · Responsible AI use, grounding and model-risk control

Use AI proportionately for research, mapping, analysis and drafting; ground and verify outputs against authoritative sources and evidence; and assess limitations, bias, context loss, version change and other model risks.

ID	Competency unit	Status
I.4	Use AI for research, retrieval and source discovery	Working Draft
I.5	Use AI for mapping, analysis and controlled drafting	Working Draft
I.6	Ground, verify and document AI-assisted outputs	Working Draft
I.7	Assess AI use cases, limitations, bias and model risk	Working Draft

Area I-CA3 · Information protection, human accountability and tool governance

Protect information and intellectual property, define ownership and non-delegable decisions and maintain approvals, logs, monitoring, incident response, change control and retirement for digital and AI tools.

ID	Competency unit	Status
I.8	Protect data, privacy, security and intellectual property in digital and AI tools	Working Draft
I.9	Maintain human accountability and digital and AI governance	Working Draft