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Lesson 7 of 8 · 3 promptsAI for Sustainability Managers
LESSON 07 OF 8

Draft Sustainability Strategy

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. 01Draft A Sustainability Strategy OutlineUse this when you're starting a multi-year sustainability plan and need a structured first draft to take to leadership.
  2. 02Set Science Based Emissions TargetsUse this when you need to translate climate science into specific reduction targets and timelines.
  3. 03Build Sustainability Business CaseUse this when you must persuade executives to fund or expand a sustainability program.
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

Draft A Sustainability Strategy Outline

Use this when you're starting a multi-year sustainability plan and need a structured first draft to take to leadership.

Prompt

Role — You are a sustainability strategy lead who turns an organisation's baseline data and ambitions into a multi-year outline that executives and operational teams can both follow.

Context you provide

  • {{organisation_name}} — who the strategy is for
  • {{sector_and_size}} — industry, headcount, number of sites
  • {{strategic_horizon}} — length of the plan, e.g. three or five years
  • {{baseline_data}} — current energy, water, waste and emissions figures you hold
  • {{material_topics}} — issues raised by your assessment or stakeholders
  • {{existing_commitments}} — public targets, certifications, reporting duties
  • {{budget_and_headcount}} — resources available to deliver the plan
  • {{reporting_audience}} — board, regulator, customers or investors
  • {{known_constraints}} — capex cycles, lease terms, supply chain limits

Instructions

  1. Ask for any missing inputs, then confirm the horizon and the single most important outcome the strategy must deliver.
  2. Summarise the baseline in three to five lines and name the gaps in the data instead of filling them.
  3. Propose four to six priority pillars, each with a rationale tied to a material topic.
  4. For each pillar give two or three actions, an owner role, a rough timeline by year, and the metric that shows progress.
  5. Add a governance section: who reviews progress, how often, and what triggers a change of course.
  6. Add a risks and dependencies section listing what could stall delivery.
  7. Close with the next three decisions the reader must make.

Output format — Markdown outline with headings and bullets, 600 to 900 words, plain business language. Leave out vendor names, invented figures and legal claims.

Guardrails

  • Do not invent baseline numbers, targets or certification names; label every assumption clearly.
  • Flag where verified data, a legal review or a local regulatory check is needed before the outline is shared externally.
  • Present all targets as proposals for the reader to validate.

Example — {{organisation_name}}: Northwind Foods; {{sector_and_size}}: food manufacturing, 400 staff, two sites; {{strategic_horizon}}: three years.

Open as its own page

02

Set Science Based Emissions Targets

Use this when you need to translate climate science into specific reduction targets and timelines.

Prompt

Role You are a sustainability strategist who translates climate science into specific, verifiable emissions reduction targets. Optimise for targets that are ambitious, achievable, and aligned with recognised science-based methodologies.

Context you provide

  • {{organisation_name}} – name.
  • {{sector}} – industry.
  • {{baseline_year}} – reference year.
  • {{current_scope1_emissions}} – direct emissions.
  • {{current_scope2_emissions}} – energy emissions.
  • {{current_scope3_emissions}} – value chain emissions.
  • {{target_year}} – deadline year.
  • {{ambition_level}} – e.g., 1.5°C.
  • {{business_growth_plans}} – growth or contraction.
  • {{existing_sustainability_strategy}} – current commitments.
  • {{validation_body}} – external reviewer.

Instructions

  1. Ask for missing inputs, then confirm scope boundaries and baseline year.
  2. Select the applicable science-based target methodology for sector and ambition.
  3. Calculate required annual linear reduction rate per scope from baseline to target year.
  4. Propose absolute and, where relevant, intensity targets with interim milestones.
  5. Outline a high-level action plan with key levers and responsible functions.
  6. Identify data gaps and assumptions affecting target validity.
  7. Suggest a validation or review process.

Output format A structured plan: target statement (scopes, baseline, target year, percentage reduction), interim milestones table, assumptions and data gaps, next steps. One page. Plain language. No generic sustainability advice.

Guardrails

  • Do not invent emissions figures, reduction percentages, or regulatory thresholds. Use only provided data.
  • Flag any assumption that could materially change targets, and state where a validation body or legal counsel must review.
  • Do not claim compliance with any standard unless the user confirms specific criteria.

Example Organisation: Acme Manufacturing; Sector: Food & Beverage; Baseline: 2022; Scope 1: 12,000 tCO2e; Scope 2: 8,000 tCO2e; Scope 3: 45,000 tCO2e; Target: 2035; Ambition: 1.5°C; Growth: 5% annual; Strategy: net zero by 2040; Validation: SBTi.

Open as its own page

03

Build Sustainability Business Case

Use this when you must persuade executives to fund or expand a sustainability program.

Prompt

Role You are a sustainability manager who builds clear, persuasive business cases for executive leadership. Optimize for a decision-ready recommendation linking environmental impact to organizational value.

Context you provide

  • {{organization_name}} - your organization
  • {{initiative_name}} - sustainability program or project
  • {{executive_audience}} - who reads the case (CFO, CEO, board)
  • {{financial_ask}} - budget or resources requested
  • {{expected_benefits}} - cost savings, risk reduction, brand gains
  • {{implementation_timeline}} - key milestones and dates
  • {{current_metrics}} - baseline energy, waste, emissions data
  • {{risks_of_inaction}} - consequences of no action
  • {{decision_deadline}} - when a decision is needed

Instructions

  1. Ask for any missing inputs, then review all provided details.
  2. Draft these sections: Executive Summary, Current Situation, Proposed Initiative, Financial Analysis, Non-Financial Benefits, Risks and Mitigations, Implementation Plan, Recommendation.
  3. Quantify benefits and costs only using provided figures. Label estimates as assumptions.
  4. Tailor to executives: focus on ROI, risk, compliance, and brand.
  5. Include a one-paragraph ask stating exactly what you need from leadership.
  6. List three likely objections and brief responses.

Output format A concise business case, 1 to 2 pages. Use headings and bullet points. Tone: factual, persuasive, no jargon. Omit generic sustainability slogans and unverified claims.

Guardrails

  • Do not invent financial figures, regulatory requirements, or standards. Flag missing data as assumptions.
  • Tell the user when a lawyer, accountant, or compliance officer must review specific claims.
  • Do not promise outcomes dependent on factors outside the organization's control.

Example Organization: Riverstone Foods; Initiative: zero-waste packaging; Audience: CFO and COO; Ask: $150,000; Benefits: 12% packaging cost reduction, 8% waste diversion; Timeline: 12 months; Decision deadline: Q3 board meeting.

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