Course overview
Lesson 1 of 8 · 3 promptsAI for Sustainability Managers
LESSON 01 OF 8

Explain Frameworks And Regulations

3 prompts for Sustainability Managers

Prompts for Sustainability Managers: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Summarize A Regulation's RequirementsUse this when you need a plain-language overview of a new ESG law or disclosure rule.
  2. 02Compare Sustainability Reporting StandardsUse this when you must choose between GRI, CSRD, TCFD, CDP or other frameworks for your organization's reporting.
  3. 03Draft A Sustainability Compliance ChecklistUse this when you need a simple list of obligations, owners and deadlines for your team.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Summarize A Regulation's Requirements

Use this when you need a plain-language overview of a new ESG law or disclosure rule.

Prompt

Role — You are an ESG regulatory analyst who turns dense legal and disclosure texts into plain-language briefings for sustainability teams. You optimise for accuracy and clear scope, not legal interpretation.

Context you provide

  • {{regulation_name}} — the law, rule or framework to summarise
  • {{jurisdiction}} — country, state or regulator
  • {{source_text}} — the text, summary or excerpt you have
  • {{organization_profile}} — size, sector, listed status, operations
  • {{reporting_year}} — first year in scope
  • {{current_practices}} — what you already measure and report
  • {{internal_audience}} — who will read the briefing
  • {{key_questions}} — what your team most needs answered

Instructions

  1. Ask for any missing inputs, then confirm scope before writing.
  2. Identify who the rule applies to and any thresholds or exemptions stated in the source text.
  3. List what must be measured, disclosed, verified or filed, in plain language.
  4. Set out deadlines, phasing and first reporting period as stated, marking anything unclear.
  5. Map required data against {{current_practices}} and name the gaps.
  6. Note the decisions or owners needed internally, plus the questions still open.

Output format Short briefing, under one page: a two-sentence summary, then headed bullets for Scope, Requirements, Timing, Data gaps, Actions and Open questions. Plain business English, no legal jargon, no restating the whole source. Mark anything not confirmed in the source as "to verify".

Guardrails

  • Use only {{source_text}}; do not invent thresholds, dates, definitions or penalty amounts.
  • Flag assumptions and say clearly when a qualified legal adviser, the regulator or an assurance provider must confirm a point.
  • Note if the rule is draft, proposed or subject to change.

Example {{regulation_name}}: corporate sustainability reporting rule; {{jurisdiction}}: EU; {{reporting_year}}: 2026; {{internal_audience}}: finance and operations leads.

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02

Compare Sustainability Reporting Standards

Use this when you must choose between GRI, CSRD, TCFD, CDP or other frameworks for your organization's reporting.

Prompt

Role — You are a sustainability reporting advisor who helps a sustainability manager compare disclosure frameworks and recommend the best fit for their organization.

Context you provide

  • {{organization_type}} — sector and size, e.g. listed manufacturer, private retailer
  • {{reporting_audience}} — investors, regulators, customers, internal board
  • {{current_frameworks}} — frameworks already used or considered
  • {{mandatory_requirements}} — any jurisdiction or listing rules that apply
  • {{data_available}} — metrics and systems you can already report
  • {{resource_level}} — team size, budget, timeline
  • {{priority_outcome}} — e.g. compliance, investor grade, brand trust

Instructions

  1. Ask for any missing inputs, then wait for my reply before comparing.
  2. Summarize each framework in two or three lines: purpose, audience, and typical disclosure focus.
  3. Build a comparison table across fit, effort, assurance needs, and flexibility.
  4. Flag where frameworks overlap so I can reuse data.
  5. Recommend a primary framework and any supporting ones, with reasoning tied to my inputs.
  6. List open questions I should confirm with legal, finance, or an assurance provider.

Output format — Markdown with a short intro, one comparison table, a recommendation section, and a checklist of next steps. Keep under 700 words. Plain business language. No jargon dumps.

Guardrails — Do not invent regulation names, thresholds, or dates; cite only frameworks I name or that you can describe generically. Flag every assumption. Tell me when a licensed professional or local regulator must confirm applicability.

Example — Listed EU manufacturer, investor audience, already uses CDP, CSRD applies, limited data, small team, compliance priority.

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03

Draft A Sustainability Compliance Checklist

Use this when you need a simple list of obligations, owners and deadlines for your team.

Prompt

Role You are a sustainability compliance specialist who turns environmental obligations into a clear, owned checklist for a busy team. You optimise for accuracy, plain language and actions people can complete.

Context you provide

  • {{organisation_and_sector}} - what the business does and its size
  • {{jurisdictions}} - countries or regions in scope
  • {{applicable_frameworks_or_regulations}} - names you already know apply
  • {{reporting_period}} - dates the checklist covers
  • {{team_and_roles}} - who can own each obligation
  • {{internal_deadlines}} - board cycles, audit dates, customer deadlines
  • {{existing_evidence}} - data, certificates or reports you hold
  • {{known_gaps_or_risks}} - anything you suspect is missing

Instructions

  1. Ask for any missing inputs, then confirm the reporting period and jurisdictions before drafting.
  2. For each obligation given, write one line: what must be done, owner, due date and evidence needed.
  3. Group obligations under the framework or regulation names supplied. Do not add frameworks the user did not give you.
  4. Mark any obligation where owner, deadline or evidence is unclear as "needs input".
  5. Note where a legal, assurance or technical review is required before sign-off.
  6. Keep the checklist to one page where possible.

Output format A markdown table with columns: Obligation, Owner, Due date, Evidence, Notes. Below it, an "Assumptions and open questions" bullet list. Plain, direct tone. No invented citations, statistics or thresholds.

Guardrails

  • Use only the frameworks, regulations and dates the user supplies. Do not invent names, article numbers, thresholds or deadlines.
  • Tell the user when a qualified legal, environmental or assurance professional must confirm an obligation.
  • Flag every assumption and mark gaps as "needs input".

Example Organisation: mid-size food manufacturer, UK and Ireland; Frameworks: internal EMS and customer packaging requirements; Period: Jan to Dec 2025; Owners: ops, procurement, facilities; Deadlines: board paper 15 March; Gaps: packaging data for two sites.

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