Skip to content

Example output · ESG Sustainability Analyst AI

What the ESG KPI Extraction & Framework Mapping actually produces

Takes raw ESG data from a sustainability report and extracts structured KPIs, then maps each metric to the exact clause or disclosure requirement across GRI, SASB, IFRS S1/S2, TCFD, ESRS, and EU Taxonomy. It also flags required disclosures that are missing rather than filling in gaps with assumed values.

Real output from this tool's promptMining firm ESG report mapping
The input
Report Source:
NovaTerra Materials AG – 2024 Sustainability Report (PDF, 87 pp.)
Report Content:
Scope 1 emissions: 42,300 tCO₂e; Scope 2 (market-based): 18,750 tCO₂e; Scope 3 (categories 1, 11, 15): 310,000 tCO₂e. Total energy consumption: 1.2 PJ (38% renewable). Water withdrawal: 4.1 million m³ (85% recycled). Lost-time injury rate: 1.8 per million hours. Female representation in senior management: 34%. Employee turnover: 12.4%. Community investment: €2.1M. Product recyclability rate: 67%. Carbon reduction target: net-zero by 2040. No TCFD scenario analysis disclosed. EU Taxonomy-eligible revenue: 52%, aligned revenue: 29%.
Frameworks To Map:
GRI, SASB (Metals & Mining), IFRS S1 & S2, TCFD, ESRS, EU Taxonomy
Reporting Period:
FY 2023 (Jan 1 – Dec 31, 2023)
Extracted KPIs

GREENHOUSE GAS EMISSIONS: • Scope 1: 42,300 tCO₂e [page reference not provided; methodology not stated] • Scope 2 (market-based): 18,750 tCO₂e [methodology: market-based approach] • Scope 3 (categories 1, 11, 15): 310,000 tCO₂e [partial scope — categories 1, 11, 15 only; methodology for category allocation not stated] • Total GHG: 371,050 tCO₂e (Scope 1+2+3 as stated) • Assurance status: [not provided — verify] ENERGY & RENEWABLE ELECTRICITY: • Total energy consumption: 1.2 PJ [methodology: [not specified]] • Renewable electricity: 38% [methodology: [not specified]; scope — global or site-specific not stated] • Assurance: [not provided] WATER: • Water withdrawal: 4.1 million m³ • Water recycled: 85% [methodology: [not specified]; whether this is part of withdrawal or in addition unclear] • Assurance: [not provided] SOCIAL PERFORMANCE: • Lost-time injury rate: 1.8 per million hours [methodology: [not specified]; scope — global or specific facility?] • Female representation in senior management: 34% • Employee turnover: 12.4% [denominator/calculation method not stated] • Community investment: €2.1M • Assurance: [not provided for any social KPI] PRODUCT & COMMITMENT: • Product recyclability rate: 67% • Carbon reduction target: Net-zero by 2040 [scope: Scope 1+2 or including Scope 3? [not stated]; interim targets [not disclosed]; offset use [not stated]] • EU Taxonomy alignment: 52% eligible revenue; 29% aligned revenue [methodology for alignment assessment [not specified]]

Framework Mapping

GRI STANDARDS (2021): • Scope 1, 2, 3 emissions → GRI 305-1, 305-2, 305-3 [categories partially disclosed — categories 1, 11, 15 only] • Renewable energy → GRI 302-1 • Water withdrawal → GRI 303-3 • Lost-time injury rate → GRI 403-9 (injury rate metric) • Female representation → GRI 405-1 • Employee turnover → GRI 401-1 • Community investment → GRI 201-1 • Product recyclability → [sector-specific metric; [verify exact GRI code]] SASB (METALS & MINING, EM-RM): • GHG emissions (Scopes 1, 2) → EM-RM-110a.1 (gross Scope 1+2); Scope 3 → [topic-specific guidance needed] • Energy consumption/renewable % → EM-RM-130a.1 • Water withdrawal/recycling → EM-RM-140a.1 • Safety (TRIR/injury rate) → EM-RM-320a.1 • Workforce diversity → EM-RM-330a.1 • Product disclosure → [sector-specific] IFRS S1 & S2: • Climate risk disclosure → IFRS S2 (governance, strategy, risk management, metrics & targets); Scope 1, 2, 3 emissions required under metrics; interim targets [not disclosed] • Water materiality → IFRS S1 (General Requirements); assess [verify exact section] • Social factors → IFRS S1 (if material to strategy) TCFD (NOW IFRS S2): • Governance, Strategy, Risk Management, Metrics & Targets — partial disclosure; scenario analysis [not mentioned] ESRS (EU): • Scope 1, 2, 3 → ESRS E1-6 [verify exact requirement]; interim targets [not disclosed] • Water → ESRS E3-[verify code] • Social factors → ESRS S1, S2, S4 [verify specific codes] EU TAXONOMY: • Eligible/Aligned revenue disclosed (52%/29%); methodology [not detailed]

Gaps & Caveats

MATERIAL GAPS: 1. Scope 3 categories: only 1, 11, 15 disclosed; categories 2–10, 12–14 not mentioned. Materiality of omitted categories [not justified]. 2. Renewable energy: "38% renewable" — scope boundary unclear (global, UK operations only, electricity only?). Methodology for calculation [not stated]. 3. Water recycling: reported as "85% recycled" but not clear if recycled portion is separate from withdrawal or a percentage of withdrawn water. If recycled, is it counted in withdrawal? [Clarification needed]. 4. Interim climate targets: 2040 net-zero stated but no interim 2030/2035 targets disclosed. [CSRD/ESRS and SBTi guidance typically require interim targets]. 5. Scope 3 offset use, boundary definition, and materiality rationale: not disclosed. 6. Assurance status: no indication of limited or reasonable assurance on any KPI; self-reported. 7. Scenario analysis (TCFD/IFRS S2 requirement): not mentioned. METHODOLOGY QUESTIONS: • Scope 2: market-based stated; location-based [not provided] — significant divergence possible. • Baseline year and recalculation policy for emissions targets [not stated]. • GWP vintage (AR5 vs AR6): [not disclosed]. • Product recyclability: tested, modeled, or estimated? System boundaries? [Clarify]. • EU Taxonomy alignment: which activities counted? [Provide alignment assessment methodology]. DATA CONFIDENCE: • GHG (partial Scope 3, no assurance): low-to-medium confidence. • Water and energy: medium confidence (no assurance stated, methodology unclear). • Social KPIs: medium confidence (standard HR metrics, but calculation method and scope boundaries [not specified]).

What to edit for your situation

Replace the report source name, reporting period, and pasted report content with your company's actual sustainability data. If your company is in a different SASB sector (e.g., Chemicals, Real Estate), update the frameworks field to specify the correct industry standard.

Human review: Verify every framework citation against the current published standards before using in a regulatory filing, investor disclosure, or assurance engagement — clause numbers and materiality thresholds change between standard versions.

Generate this for your own situation — free.

5 runs a day, no credit card.

Try the ESG KPI Extraction & Framework Mapping

← Browse more example outputs