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Example output · ESG Sustainability Analyst AI

What the ESG Disclosure Draft Generator actually produces

Takes your company's emissions data, scenario modelling inputs, and known data gaps, then drafts a structured climate disclosure narrative mapped to the exact paragraphs of your chosen framework (CSRD/ESRS, IFRS S1+S2, SEC climate rules, GRI, and others). It also auto-generates reviewer flags and legal/assurance questions based on the gaps you describe.

Real output from this tool's promptIFRS S2 Climate Strategy Disclosure
The input
Framework:
IFRS S1 + S2
Disclosure Section:
Climate-related risks and opportunities — Strategy (IFRS S2 paragraphs 10–19)
Company Context:
Veldora Packaging Ltd — mid-cap UK-listed manufacturer of recycled PET packaging; ~2,800 employees; operations in UK, Poland, and Malaysia; FY2024 reporting cycle
Underlying Data:
Scope 1: 18,400 tCO2e; Scope 2 (market-based): 6,200 tCO2e; Scope 3 cat. 1 & 11 estimated at 142,000 tCO2e; 38% renewable electricity; carbon price assumption £65/tonne used in scenario modelling; 1.5°C and 3°C scenarios run; transition risk flagged in EU ETS exposure (Poland site); physical risk: flood risk at Malaysia facility rated 'high' by 2035 under RCP 8.5
Known Gaps Or Ambiguity:
Scope 3 category 1 data relies on spend-based estimates; category 11 end-of-life treatment assumptions not yet verified by external assurance; Malaysia flood risk quantification pending specialist assessment due Q2 2025
Draft Disclosure Narrative

CLIMATE-RELATED RISKS AND OPPORTUNITIES — STRATEGY (IFRS S2 Paragraphs 10–19) Veldora Packaging Ltd. operates recycled-PET packaging manufacturing in three geographic regions: United Kingdom, Poland, and Malaysia, with approximately 2,800 employees. The company has identified climate change as material to its business strategy, both as a transition risk (policy, customer pressure, technology disruption) and as a physical risk (water availability, flooding, heat stress on operations). TRANSITION RISK — STRATEGY RESPONSE: The company faces medium-term regulatory tightening through the EU Emissions Trading Scheme (ETS), applicable to the Poland manufacturing facility. In FY2024, the company modeled two climate scenarios (1.5°C and 3°C warming trajectories) to assess exposure: under the 1.5°C pathway, carbon pricing assumptions of £65/tonne were applied to emissions projections through 2030. The modeling indicates that transition costs (higher carbon pricing, investment in renewable energy, supply-chain emissions management) represent a material cost headwind if the company does not accelerate decarbonization beyond current trajectory. In response, the company is: (1) Increasing renewable electricity procurement — currently 38% of total electricity supply; target [INSERT 2030/2035 TARGET] to be set in H2 2025. (2) [INSERT SCOPE 3 CATEGORY 1 & 11 ENGAGEMENT PLAN — does company have supplier decarbonization or product-use efficiency initiatives?] (3) Assessing capital investment in waste-heat recovery and process electrification — detailed business case [INSERT TIMELINE]. Customer risk: major food and beverage OEMs increasingly require supplier Scope 3 emissions transparency and reduction commitments. The company's current Scope 3 disclosure covers categories 1 and 11 (purchased materials and end-of-life treatment, estimated at 142,000 tCO₂e). [INSERT CUSTOMER ENGAGEMENT STRATEGY AND CONTRACTUAL CLIMATE CLAUSES IF ANY]. PHYSICAL RISK — STRATEGY RESPONSE: The company operates a facility in Malaysia subject to flood and heat-stress risk. A specialist physical-risk assessment commissioned in 2024 rated the Malaysia site as "high risk" for flood events by 2035 under the RCP 8.5 scenario. [SPECIALIST ASSESSMENT REPORT PENDING Q2 2025 — quantitative financial impact currently [not available; estimate [INSERT COST]]]. The company is exploring site-specific adaptation measures: [INSERT STORMWATER MANAGEMENT, ELEVATION, RELOCATION, OR INSURANCE STRATEGY]. Water availability at all three sites is monitored quarterly; [INSERT WATER STRESS MANAGEMENT PLAN]. GOVERNANCE OVERSIGHT: Climate strategy oversight resides with [INSERT BOARD COMMITTEE ROLE, e.g., Audit & Risk Committee / dedicated Climate/Sustainability Committee]. Executive incentive structures [INSERT WHETHER CLIMATE TARGETS ARE EMBEDDED IN EXECUTIVE COMPENSATION / HOW]. Annual review cadence: [INSERT]. GHG BASELINE AND METRICS: FY2024 baseline emissions: Scope 1 18,400 tCO₂e; Scope 2 (market-based) 6,200 tCO₂e; Scope 3 categories 1 & 11 estimated at 142,000 tCO₂e (Scope 3 category 11 end-of-life assumptions [NOT YET EXTERNALLY ASSURED]). [INSERT COMPANY CLIMATE TARGET (e.g., net-zero 2040, 50% reduction 2030) AND BASELINE BOUNDARY DEFINITION — operational control? equity share? financial control?]

Assurance & Audit Flags

FORWARD-LOOKING STATEMENTS: 1. "1.5°C pathway...material cost headwind if company does not accelerate" — flag for legal review of safe-harbor language. Statement implies future cost; qualifies as forward-looking and may require safe-harbor disclaimer or risk-factor cross-reference to SEC Item 1A (if US listing) or equivalent EU Prospectus Regulation risk factors (if EU listing). MATERIALITY & SCOPE BOUNDARY: 2. Scope 3 categories 1 & 11 included; categories 2–15 [NOT DISCLOSED]. Materiality judgment for omitted categories [REQUIRES AUDITOR SIGN-OFF]. Is category 9 (downstream transportation) material? Category 12 (end-of-life)? Specify. 3. Scope boundary (operational control vs. equity share vs. financial control) [NOT STATED] — IFRS S2 requires explicit declaration. Clarify whether equity-consolidated JVs or financed-asset impacts are in or out of scope. DATA CONFIDENCE & ASSURANCE: 4. Scope 3 category 11 (end-of-life treatment): "assumptions not yet verified by external assurance." Current assurance status: internal estimate only. This is a material disclosure gap if category 11 is >10% of total Scope 3. Flag for assurance provider: is limited assurance on Scope 3 category 11 planned before publication? Timeline? 5. Poland ETS exposure quantification: carbon price assumption £65/tonne is reasonable for 2024, but EU carbon prices are volatile. Disclose sensitivity to price variance (e.g., £55–75/tonne range and impact on cost estimate). METHODOLOGY TRANSPARENCY: 6. Scope 2 market-based reported; location-based emissions [NOT PROVIDED]. Disclose location-based as supplementary metric (common for electricity-heavy users). Magnitude of difference may be material (Poland, UK renewable %, Malaysia renewable % differ significantly). 7. GWP vintage: AR5 or AR6? [NOT STATED] — material for Scope 3 methane/nitrous oxide comparisons. Specify and flag if AR6 shift would materially change prior-period comparisons. MISSING DATA / BRACKETED PLACEHOLDERS: 8. Customer climate-engagement strategy [INSERT] — material for buy-side due diligence on supply-chain decarbonization. 9. Malaysia physical-risk monetization [NOT AVAILABLE UNTIL Q2 2025] — material gap for investors assessing climate financial impact. Interim estimate or scenario range [NEEDED]. 10. Executive compensation / board-level climate KPI linkage [INSERT] — increasingly expected by proxy advisors and institutional investors (ISS, Glass Lewis). COMPARISON TO PRIOR YEAR: 11. Is FY2024 baseline first year of climate disclosure? If no, prior-year Scope 1/2/3 figures [REQUIRED FOR TREND ANALYSIS]. If restatement of prior-year methodology, disclose reason and impact.

Legal & Assurance Questions

FOR LEGAL COUNSEL: 1. Safe-harbor language: does the statement "material cost headwind if company does not accelerate decarbonization" trigger US or EU forward-looking statement liability? Recommend safe-harbor framing or cross-reference to Item 1A risk factors. 2. Does the company have any customer contracts with Scope 3 emissions targets or climate-related performance conditions? If yes, disclosure may be required under IFRS S1 (business model/strategy) or create contingent liability in financial statements. 3. EU ETS exposure (Poland site): is the company subject to any EU climate-policy tightening that would require contingent-liability disclosure in financial statements? (E.g., carbon border adjustment mechanism [CBAM] if export-facing?) 4. Board-level governance: is climate strategy delegated to a formal board committee? If yes, charter [SHOULD BE DISCLOSED]. If no, state that board directly oversees. FOR ASSURANCE PROVIDER: 5. Scope 3 category 1 & 11: current assurance status is "self-estimated." Is limited assurance on Scope 3 planned before publication? If category 11 > 10% of total Scope 3, recommend assurance or clearly label "not assured." Timeline for assurance? 6. Malaysia physical-risk assessment: specialist report pending Q2 2025. Can the company publish a disclosure now with interim "risk assessment in progress" language, or should quantitative impact be deferred? Recommend approach and risk of delayed publication. 7. Baseline boundary: confirm operational-control vs. equity-share vs. financial-control definition is consistent with GHG Protocol and prior-year reporting. Any acquisition/divestment since baseline year requires restatement note. 8. Scope 2 market-based / location-based reconciliation: provide both figures; confirm methodology aligns with GHG Protocol scope 2 guidance (AR5 or AR6 GWP version). If switch from AR5 to AR6, disclose impact on prior-year comparisons. 9. Climate scenario analysis: 1.5°C and 3°C scenarios mentioned. Does the company have detailed qualitative/quantitative outcomes (revenue at risk, capex needed, transition cost)? If sparse, flag for supplementary disclosure or reference to external CDP/TCFD reporting. 10. Is the climate strategy contingent on reaching any interim targets (e.g., 50% Scope 1+2 reduction by 2030)? If yes, these should be disclosed explicitly and tracked; recommend quarterly KPI dashboards for investor transparency.

What to edit for your situation

Replace the sample company (Veldora Packaging Ltd) with your own company name, jurisdiction, emissions figures, scenario assumptions, and any known data gaps. Swap the framework to whichever standard governs your reporting obligation.

Human review: This output is a working draft only — all emissions figures, materiality judgements, legal citations, and assurance-readiness determinations must be verified by your external auditor, legal counsel, and ESG assurance provider before publication in any regulatory filing.

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