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Open portal
extraction.csv
metric:       scope_1_emissions
value:        40,100 tCO2e
page:         12
source:       Nike 2025 Impact Report.pdf
explanation:  Direct emissions from owned facilities

metric:       board_gender_pct
value:        41.7%
page:         34
source:       Unilever Annual Report 2024.pdf
explanation:  5 of 12 board directors are women

metric:       water_withdrawal
value:        1,850 ML
page:         28
source:       Shell Sustainability Report 2024.pdf
explanation:  All sources incl. groundwater

Data Extraction

Structured datapoints from any sustainability disclosure

Our AI pipeline extracts custom datapoints from sustainability disclosures: carbon emissions, board diversity, water usage, waste metrics, renewable energy targets, and more. Every extracted value links back to the exact page and passage in the original report, so your data is always auditable.

  • Custom datapoint extraction
  • ESRS, SASB, GRI & custom framework support
  • Page-level traceability for every datapoint
  • Full access to underlying source reports

Custom pricing based on scope and volume. Contact us for a quote.

Markdown Conversion

Machine-readable output, ready for analysis

Our state-of-the-art VLM pipeline converts PDF sustainability reports into clean, structured markdown. Headers and footers are removed, page boundaries are marked, and rich content is preserved with semantic tags.

  • PDF to structured markdown
  • Table, figure & image tags
  • Page markers & clean headers
  • Sustainability taxonomy
  • Ready for AI/LLM pipelines

Custom pricing based on scope and volume. Contact us for a quote or sample.

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output.md
# Annual Sustainability Report 2024

[[Page: 1]]

## Environmental Performance

Total emissions decreased by 12% year-over-year,
driven by renewable energy adoption across
manufacturing facilities.

[[Table.units: tCO2e]]
| Scope   | 2023     | 2024     | Change |
|---------|----------|----------|--------|
| Scope 1 | 45,200   | 40,100   | -11.3% |
| Scope 2 | 28,900   | 24,600   | -14.9% |
| Scope 3 | 312,000  | 278,500  | -10.7% |

[[Figure.chart: Emissions trend 2020-2024: Bar chart showing total GHG emissions (Scope 1+2) declining from 89,400 tCO2e in 2020 to 64,700 tCO2e in 2024. Steepest reduction between 2022–2023 coinciding with solar installation at 3 facilities.]]

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Bank for International Settlements

Rotterdam School of Management

University of Toronto

Lund University

National University of Singapore

Amazon

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