AI & Emissions Calculations in Envizi"

Invoice line items are extracted via OCR and NLP—converting unstructured documents intostructured data automatically.

AI classifiers map spend to emission factors, then automatically categorize Scope 3transactions. Human-in-the-loop feedback ensures continuous learning: the system improveswith each correction.

The Envizi Emissions API delivers instantaneous CO₂e calculations using versioned emissionfactors—ensuring calculations remain compliant with ISSB and GRI standards as methodologiesevolve.

Result: What previously required weeks of manual effort now happens in minutes with higheraccuracy.

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INTEGRATION & GOVERNANCE

Flexibility: Real-time or batch processing, depending on operational needs.

Unit Harmonization: Automatic conversion (kWh → MWh, metric tons → CO₂e equivalent) ensuresconsistency across reporting.

Allocation Rules: Geographic allocation, allocation to business units, and location-basedenrichment happen automatically.

Confidence Thresholds: Set confidence levels for AI classifications. Ambiguous items routeto human review instead of silently propagating errors.

Audit Snapshots: Capture point-in-time emissions calculations for compliance audits andregulatory reporting.

Rollback Capabilities: If emission factors are updated, recalculate historical emissions andtrack methodology changes transparently.

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OPERATIONAL TRANSFORMATION

The result is profound:

Reduced Manual Work: AI eliminates tedious categorization and calculation—freeing teams fromadministrative burden.

Increased Consistency: Automated classification ensures uniform methodology across theorganization.

Accelerated Reporting: ESG reports that previously took months are completed in weeks.

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STRATEGIC INSIGHT UNLOCKED

With reliable emissions data, sustainability teams shift focus:

Scenario Modeling: "If we electrify 50% of our fleet, what's the emissions reduction?"

Decarbonization Planning: Model pathways to net-zero with quantified impact.

Board Reporting: Present actionable decarbonization strategies backed by reliable data.

Investor Confidence: Demonstrate credible, auditable sustainability progress.

Competitive Advantage: Lead competitors in emissions transparency and climate action.

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FROM COMPLIANCE TO COMPETITIVE EDGE

Organizations deploying AI-assisted emissions calculations in Envizi transform theirsustainability posture:

Compliance task → Strategic capabilityManual effort → Automated intelligenceDelayed reporting → Real-time insightsCost center → Competitive differentiator

Envizi turns ESG reporting from a regulatory obligation into a foundation for competitiveadvantage—enabling organizations to act with confidence and agility in their sustainabilityjourney.

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