Floodlight vs IBM Envizi
IBM's enterprise ESG data management and sustainability reporting suite. Systemises data capture across distributed sources with AI-assisted transformation into audit-ready datasets covering Scope 1, 2, and 3 emissions.
Satellite-verified emissions data
Emissions figures derived from independent atmospheric satellite observations, not reported disclosures or emissions factors.
Asset-level monitoring
Emissions and risk scores tied to individual facilities, buildings, or assets - not rolled-up sector or company averages.
Envizi is strong at multi-site, facility-level data management; Floodlight independently measures rather than ingesting client data.
Independent third-party verification
Data produced without reliance on issuer self-disclosure; independently reproducible and auditable by third parties.
Continuous / near-real-time monitoring
Emissions tracked on an ongoing basis with alerts for anomalies; not a once-a-year snapshot.
Envizi supports automated data capture on frequent intervals; not continuous atmospheric monitoring.
Global asset coverage (190+ countries)
Coverage of industrial and commercial assets worldwide, not limited to North America or Western Europe.
Scope 1 direct emissions
Direct emissions from owned or controlled sources including combustion, process emissions, and fugitive releases.
Scope 2 market and location-based
Indirect emissions from purchased electricity, steam, and cooling - both market-based and location-based methods.
Scope 3 / PCAF financed emissions
Financed emissions across lending and investment portfolios aligned with PCAF data quality scores 1-3.
Envizi handles Scope 3 category accounting; PCAF financed-emissions for banks is not a primary use case.
Methane and fugitive emissions detection
Detection of methane leaks, venting, and flaring events often missed by factor-based inventories.
Multi-gas coverage (CO2, CH4, N2O, HFCs)
Coverage beyond CO2 to include the full basket of Kyoto greenhouse gases on a CO2e basis.
CBAM embedded emissions reporting
Facility-level embedded emissions per CN code for EU Carbon Border Adjustment Mechanism importer reporting.
Physical climate risk assessment
Asset-level exposure scores for flood, heat stress, wildfire, sea-level rise, water stress, hurricane, and other perils.
Transition risk assessment
Exposure to regulatory carbon costs, stranded-asset risk, and technology disruption under decarbonisation scenarios.
Climate Value-at-Risk (Climate VaR)
Probabilistic financial loss estimate under named climate scenarios, in the same units as market and credit VaR.
CSRD / ESRS E1 compliance
Data mapped to CSRD ESRS E1 data-point IDs including E1-5, E1-6, and E1-9 financial-effects table.
SFDR / Principal Adverse Impact (PAI)
PAI indicators for Article 8 and 9 funds including GHG intensity, biodiversity, water, and social metrics.
ISSB / IFRS S2 alignment
Climate-related disclosures structured for IFRS S2 cross-industry metric categories.
Full audit trail and data provenance
Every figure traceable to satellite overpass, model version, and confidence band - reproducible by external reviewers.
Limited assurance (ISAE 3410)
Methodology and documentation pack sufficient for limited assurance opinion without supplementary procedures.
Big Four auditor compatibility
Pre-reviewed control matrix and sandbox API used by Big Four assurance practices for climate disclosure engagements.
REST API access
Programmatic access to all data via documented REST API with pre-trade and portfolio query modes.
Automated regulatory reporting
Pre-built report templates for CSRD, ISSB, SFDR, and PCAF that auto-populate from the data layer.
Honest verdict
Where Floodlight wins
IBM Envizi is a data management and reporting platform - it aggregates, normalises, and audits data that clients supply, but it does not independently measure anything. Floodlight's satellite observation layer provides the independently verified emissions figures that give Envizi reports their evidential foundation. For financial institutions with PCAF obligations, Floodlight provides the satellite-verified PCAF score 1 data that Envizi cannot generate. Floodlight also provides physical and transition climate risk analytics that sit entirely outside Envizi's scope.
Where IBM Envizi wins
IBM Envizi excels at enterprise-scale data management: ingesting utility bills, invoices, and operational data from thousands of sites, normalising it, and building a consistent, auditable dataset. Its AI-assisted forecasting, planning, and scenario modelling tools are well-suited to large industrial organisations tracking energy and emissions across complex multi-site operations. The IBM enterprise ecosystem integration - with cloud infrastructure and existing client relationships - is a significant go-to-market advantage.
Ready to see Floodlight in action?
Schedule a demo to learn how Floodlight can help you monitor emissions and assess climate risk with satellite-verified data.