Stop estimating. Start disclosing.
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AI Governance: Building a Defensible
Governance Framework — 22 AprAI Governance: Building a Defensible Governance Framework — 22 Apr
PCAF v2.0-aligned financed emissions across all 7 asset classes. Dual-axis data quality. Audit-ready from day one.
All 7 asset classes. One platform.
Attribution factor calculated per PCAF v2.0. The platform applies the correct denominator for this asset class - no manual formula selection.
Attribution Formula
Outstanding ÷ EVIC
Workflow
Import holding data
Outstanding, counterparty, sector
Source emissions
Scope 1+2 from CDP, reports, or EF
Auto-calculate
Attribution × emissions = financed
Score data quality
Dual-axis DQ with audit trail
Data Quality
Every holding scored on two independent axes. The weakest link governs — no hiding poor denominator data behind good emissions data.
DQ 1
Verified
DQ 2
Reported
DQ 3
Physical estimate
DQ 4
Economic estimate
DQ 5
Sector average
Not just the calculation.
Purpose-built attribution logic per PCAF Table 4-1.
Emissions + denominator scored independently. MAX governs.
Ranked by financed emissions - upgrade what moves the needle.
ISSP, CSRD, GRI, SDR outputs from a single data set.
Draft, Review, Approved, locked. separation of duties enforced.
AI suggests emission factors. Humans confirm. System records both.
Framework Coverage
Manual emission factors in Excel
Single DQ score per holding
No audit trail for DQ decisions
Separate PCAF workbook from reporting
Year-end data collection scramble
Asset-class-specific DQ lookup tables with automated factor selection
Dual-axis scoring — emissions + denominator assessed independently
Full provenance logged per holding: source, assessor, timestamp
PCAF module owns scores — ISSB, CSRD, GRI consume directly
Continuous ingestion with automated staleness alerts
See how SustainGRC handles your portfolio in under 30 minutes.