Carbon footprint estimator

Carbon Footprint Estimator

Overview

The Carbon Footprint Estimator skill provides detailed estimation of company carbon footprints and environmental impact for ESG due diligence. It calculates Scope 1, 2, and 3 emissions and projects environmental impact trajectories.

Capabilities

Scope 1 Emissions (Direct)

• Estimate emissions from owned facilities
• Calculate fleet and vehicle emissions
• Assess process emissions from operations
• Account for fugitive emissions

Scope 2 Emissions (Indirect - Energy)

• Calculate purchased electricity emissions
• Estimate heating and cooling emissions
• Assess renewable energy usage
• Apply location vs. market-based methods

Scope 3 Emissions (Value Chain)

• Estimate supply chain emissions
• Calculate business travel impact
• Assess employee commuting
• Evaluate product use and end-of-life

Impact Analysis

• Benchmark against industry standards
• Project emissions trajectory
• Model reduction scenarios
• Calculate carbon intensity metrics

Usage

Estimate Carbon Footprint

Input: Company operations data, energy usage
Process: Apply emission factors, calculate totals
Output: Carbon footprint by scope, total CO2e

Benchmark Emissions

Input: Company footprint, industry sector
Process: Compare against benchmarks
Output: Benchmark comparison, percentile ranking

Project Trajectory

Input: Current footprint, growth plans
Process: Model future emissions scenarios
Output: Trajectory projection, growth-adjusted

Model Reduction Scenarios

Input: Current state, reduction initiatives
Process: Calculate reduction impact
Output: Scenario analysis, pathway to goals

Emission Categories

Scope	Categories	Data Sources
Scope 1	Facilities, vehicles, processes	Fuel usage, fleet data
Scope 2	Electricity, heating	Utility bills, provider mix
Scope 3	Supply chain, travel, commuting	Spend data, travel records

Integration Points

• ESG Scorer: Feed emissions data into ESG scores
• ESG Due Diligence: Core environmental analysis
• ESG Analyst (Agent): Support environmental assessment
• Portfolio Value Creation: Track reduction initiatives

Calculation Standards

• Greenhouse Gas Protocol (GHG Protocol)
• Science Based Targets initiative (SBTi)
• CDP (Carbon Disclosure Project)
• ISO 14064 GHG accounting standards

Best Practices

1. Prioritize Scope 1 and 2 for direct control
2. Use sector-appropriate emission factors
3. Distinguish location vs. market-based Scope 2
4. Focus Scope 3 on material categories
5. Track intensity metrics (per revenue, per employee)