AI Governance: Building a Defensible
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ESG Reporting Suite

Collect once.
Report everywhere.

One canonical metric library. Every major framework. Every disclosure audit-trailed, evidence-linked, and ready for assurance — without the copy-paste.

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Framework Coverage

FY2025 · Canonical Metrics

84 Disclosures
CSRD / ESRS74%
GRI Standards89%
ISSB S1 / S283%
GCC ESG90%
UNGC68%
53
Metrics
5 Frameworks
Mapped
142 Items
Evidence
ISSB, GRI, ESRS & GCC
AI-assisted narratives
Export to XBRL & PDF
The Problem

Five frameworks. Five spreadsheets. Zero audit trail.

Every reporting cycle, your team copies the same data into GRI, ISSB, CSRD, and investor templates. When assurance arrives, nobody can prove how the numbers got there.

Copy-paste across frameworks

The same emission figure entered five times, with five chances to get it wrong. Reconciliation takes weeks, not hours.

No evidence chain

Assurance providers ask "where did this number come from?" — and the answer is someone's laptop, not a linked data source.

Regulatory change blindness

ISSB updates a disclosure requirement, CSRD adds a data point — you find out after the deadline, not before.

How It Works

One metric library.
Every framework mapped.

Enter each metric once. The platform maps it to every applicable disclosure across GCC, GRI, ISSB, CSRD/ESRS, and UNGC — with full traceability from data source to published report.

Canonical Data Model

53 core metrics mapped across 5+ frameworks. One entry point, automatic cross-referencing.

Evidence-Linked Disclosures

Every metric connects to source documents, calculation methodology, and verification status.

AI-Assisted Narratives

AI drafts disclosure narratives per framework requirements. Humans review and approve before publishing.

Period Lock & Assurance

DRAFT → IN_REVIEW → APPROVED → LOCKED. No edits to locked periods. Full audit trail for assurance readiness.

How Sustain maps one metric library to multiple frameworks
Intelligent Automation

Your reporting adapts when regulations change

When ISSB updates a disclosure or ESRS adds a data point, the platform maps the change to your metrics, identifies gaps, and queues the work — before your team even reads the gazette.

  • ALWAYS CURRENT

    Framework mappings that update themselves

    When a regulatory body revises a standard, the platform propagates the change across every affected disclosure, identifies new gaps in your coverage, and creates tasks for your compliance team.

  • COLLECT ONCE

    Cross-framework consistency — automatic

    Enter a GHG figure once and the system maps it to ISSB S2, CSRD E1, GRI 305, and GCC simultaneously. Conflicting narratives across frameworks are flagged before review.

  • AUDIT-READY

    Evidence freshness you don't have to police

    The platform monitors whether linked evidence is still current for the reporting period. Stale or expired documents surface automatically in the review queue.

  • ONE-CLICK EXPORT

    Board pack assembly in minutes, not weeks

    Material topics, framework coverage, gap analysis, and key metrics pulled into a structured board paper with one click. Every number linked to its source.

  • AI proposes · Humans confirm · System records both

    AI drafts narratives and maps frameworks — but never publishes, scores, or makes governance decisions. Every AI suggestion is labelled, dismissible, and audit-trailed.

Enterprise Integration

Connect your data. We handle the mapping.

Pull from the systems your teams already use. No manual re-entry.

Workday

HR & Workforce

SAP

Finance & Operations

Honeywell

Facilities & Energy

GHG Inventory

Emissions (Scope 1-3)

Cornerstone

Learning & Development

Intelex

HSE Management

Canonical
Metrics

CSRD / ESRS

74%

GRI Standards

89%

ISSB S1 / S2

83%

GCC ESG

90%

UNGC

68%

XBRL Export

Connected Intelligence

Your reporting feeds from — and feeds into — the platform

ESG Reporting doesn't live in isolation. Material topics, risk assessments, and carbon data flow in. Coverage gaps and compliance status flow out.

Materiality Assessment

Material topics determine which disclosures are in scope. Classification changes update coverage automatically.

Carbon Accounting

Scope 1, 2, and 3 figures flow directly from the GHG Inventory module. No manual data transfer.

Regulatory Intelligence

New regulation requirements auto-generate findings against your reporting configuration.

Climate Risk

Scenario analysis results feed into ISSB S2 and CSRD E1 disclosures with linked methodology.

Why SustainGRC

Not another disclosure spreadsheet.

CapabilitySustainGRCPoint Tools
Canonical metric library mapped to 5+ frameworks
Collect once, report everywhere architecture
AI-assisted narrative generation per frameworkPartial
Evidence linking with two-person verification
Regulation change propagation to disclosures
Cross-framework consistency checking
DRAFT -> APPROVED -> LOCKED state machineManual
XBRL / iXBRL exportPartial
Board pack auto-assembly
Connected to Risk, Materiality, Carbon modules
"We cut our multi-framework reporting cycle from 14 weeks to 5. The canonical metric model eliminated the reconciliation nightmare entirely."

Chief Sustainability Officer

GCC-Listed Holding Company · Dubai

Ready to report once and satisfy everyone?

Join enterprises across EMEA and GCC who trust SustainGRC for investor-grade, assurance-ready ESG reporting.

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