Emmi - Emmi
Data category
- Environmental data
- Climate Risk Data; Emissions; Transition Risk; Physical Risk
The data offers solutions for:
- Climate scenario analysis
- Geospatial/location data
- Physical risk
- Reporting: CSRD
- Reporting: EU Regulations
- Reporting: ISSB standards
- Reporting: Other Regulations
- Reporting: SEC climate
- Reporting: SFDR
- Reporting: TCFD
- Reporting: TNFD
- Reporting: UN SDGs
- Supply chains
- Temperature alignment
- Transition plan assessments
- Transition risk
- Value at risk
Who are the data users?
- Corporates
- Financial institutions
- Government
- Investors
- Trustees
- Platforms
What asset class does the data cover?
- Alternatives
- Commodities
- Credit/loans
- Fixed income
- Forestry
- Listed equity
- Private equity
- Real assets
- Real estate
Brief description of the data offering
Emmi is a climate risk data provider helping companies and investors quantify and reduce their exposure to climate risk. We deliver comprehensive data across emissions, transition risk, and physical risk. Including physical hazard modeling, temperature alignment, emissions targets and forecasts, and market-based physical risk, Emmi enables climate risk assessment across multiple scenarios and all major asset classes.
Emmi is backed by a team of climate and finance experts.
Where and how do you source your data?
Emmi uses a structured waterfall approach to data sourcing, combining multiple inputs to achieve comprehensive coverage across all asset classes and markets.
Reported emissions are sourced primarily from major financial data providers. Financial fundamentals (revenue, NPPE, CapEx, market cap, EBITDA, employees, and more) are sourced from FactSet across approximately 50,000 listed companies. Emissions reduction targets are drawn from company sustainability reports and websites, supplemented by a FactSet dataset.
Emmi applies a consistent data hierarchy across all asset classes, ensuring every asset in a portfolio receives a reliable emissions calculation:
- Where a company or asset reports emissions data, Emmi uses it first, subject to quality checks that screen for under-reporting, particularly in high-materiality sectors.
- Where reported data is absent or incomplete, Emmi's proprietary machine learning model calculates emissions from financial fundamentals. Trained on tens of thousands of companies' reported figures and validated with university research partners, Emmi’s models map the relationships between financial structure and emissions intensity, calculating accurate Scope 1, 2 and 3 emissions. Emmi then uses the emissions numbers of the asset to calculate both transition and physical risk.
- Where financial inputs are limited, Emmi applies industry-standard factors and proxies to ensure no asset is left without a calculation.
For high-materiality sectors, including Integrated Oil, Motor Vehicles, Steel, Coal, and Banks, Emmi applies additional checks and may substitute under-reported Scope 3 values using sector-specific carbon intensity factors.
The result supports 100% comprehensive climate risk coverage: listed equities, corporate bonds, sovereign debt, private equity, private debt, property, infrastructure, and corporates are all assessed using a single, consistent methodology. No major asset class or corporate left uncovered.
For private assets (private equity, debt, property, and infrastructure), where financial information is not readily available, investors provide asset-level financial metrics and any available reported emissions. Emmi then generates emissions and risk metrics for the full portfolio, with a full audit trail maintained throughout.
Emmi data is accessible via multiple financial industry workstations, platforms, and integration patterns.
What is the cost for your data offering?
Emmi's pricing is flexible and tailored to customer requirements. Cost depends on factors including coverage, delivery method, and the platform or integration through which data is accessed. Emmi data is available directly or via multiple financial industry platforms and workstations. To discuss pricing, please contact us directly.
Contacts
George Droulias
Head of Sales and Partnerships
[email protected]