Intelligence Console

Press ⌘K for commands

Soltanbibi Alimova

Khaireddine Arbouch

Terminal Company Switcher Active • Ctrl+K to switch

Year:

Data Quality & Notes

Transparency on data reliability, coverage gaps, and methodological notes

Data Reliability Matrix

Metric	Coverage	Reliability	Source	Notes
Total GHG Emissions	95%	high	ERP + IoT	Complete data
Water Consumption	88%	medium	Manual + Sensors	Partial coverage in APAC region
Waste to Landfill	92%	high	ERP	Complete data
Supplier ESG Score	78%	medium	Third-party	Partial coverage in APAC region
On-Time Delivery	98%	high	TMS	Complete data
Carbon Intensity	85%	medium	Calculated	Partial coverage in APAC region
Renewable Energy %	72%	low	Manual	Partial coverage in APAC region

Coverage Gaps

Tier 2/3 Supplier Data

ESG scores only available for 78% of Tier 2/3 suppliers. Working with third-party auditors to fill gaps.

Renewable Energy (APAC)

Manual reporting process in APAC facilities leads to 72% coverage. IoT meter rollout planned for Q2 2025.

Scope 3 Emissions

Calculated estimates for logistics emissions. Direct measurement pilot starting in 5 key lanes.

Recent Data Issues

SUP-0193investigating

Data_issue incident at supplier facility

2024-12-15

SUP-0116resolved

Data_issue incident at supplier facility

2024-08-11

SUP-0009open

Data_issue incident at supplier facility

2024-11-21

SUP-0151resolved

Data_issue incident at supplier facility

2024-02-17

SUP-0060investigating

Data_issue incident at supplier facility

2024-12-16

SUP-0137resolved

Data_issue incident at supplier facility

2024-08-07

SUP-0095investigating

Data_issue incident at supplier facility

2024-12-10

SUP-0034resolved

Data_issue incident at supplier facility

2024-07-19

Methodological Notes

GHG Emissions Calculation: Scope 1+2 based on direct meter readings and utility bills. Scope 3 logistics emissions estimated using GLEC framework with mode-specific emission factors. Supplier emissions from third-party assessments where available, otherwise estimated using industry averages.

Water Consumption: Measured at facility level via IoT meters (EMEA, AMER) and manual readings (APAC). Excludes water embedded in raw materials. Baseline year 2020.

Supplier ESG Scoring: Composite score (0-100) based on EcoVadis assessments, internal audits, and self-declarations. Weighted: Environmental 40%, Social 35%, Governance 25%. Scores refreshed annually.

Definition Changes (2024): Carbon intensity denominator changed from revenue to production volume for better operational relevance. Historical data restated for comparability.