Intermediate

ESG metric inventory: definitions, boundaries, and data owners

Builds an ESG metric inventory with definitions, boundaries, and ownership—critical for auditability. Useful for sustainability teams starting structured reporting.

Create an ESG metric inventory for {organization_name}.

Inputs:
- Reporting frameworks targeted: {frameworks}  # e.g., GRI, SASB, TCFD, CSRD (if applicable)
- Material topics: {material_topics}
- Operations footprint and boundaries: {boundaries}
- Available data sources: {data_sources}
- Governance and owners: {owners}

Output:
1) Metric inventory table: metric, definition, boundary, unit, data source, owner, frequency, controls.
2) Data quality risks and suggested controls.
3) Documentation standards (evidence, calculation files, sign-offs).
4) Roadmap to close gaps before reporting deadlines.

Avoid making claims; use placeholders if data missing.

Related Prompts

Compliance & Regulatory

Intermediate

Grant compliance monitoring plan with testing cadence

Designs a grant compliance monitoring plan including testing cadence and documentation. Useful for nonprofits managing multiple grants and preventing findings.

GPT-5.2 Thinking; GPT-4.1; o3-mini

Compliance & Regulatory

Beginner

CCPA/CPRA consumer request workflow (DSAR) with SLAs

Designs a DSAR workflow including intake, verification, fulfillment, and logging, with SLA tracking. Useful for operationalizing privacy compliance.

GPT-5.2 Thinking; GPT-4.1; o3-mini

Compliance & Regulatory

Advanced

AML policy refresh: gap assessment against current requirements

Creates a structured AML policy gap assessment and an update plan. Useful for compliance leaders preparing for exams or audits.

GPT-5.2 Thinking; GPT-4.1; o3-mini