Software applications for decarbonization

• Analytics & BI apps

• Mobile apps

• Monitoring & control apps

• Multimedia software

• Simulation softwares

• VR/AR

• PLC

Hardware applications for decarbonization

• Robotics

• Drones

• IoT / IIoT

• Connectivity

• Satellite communications

Digital concepts

• Big Data, AI & ML

• Analytics & business intelligence

• Virtual & augmented reality

• Cloud computing

• Online marketplaces

• Digital twins

Use of digital in:

• Renewable energy

• Energy efficiency

• Energy storage

• Waste management

• Water use efficiency

• Low carbon materials

• Low carbon agriculture & food

• Low carbon mobility

• GHG mitigation

• Carbon capture & storage

• Climate finance

• Industrial supply chain transparency

Use of digital in decarbonizing specific industries

• Metals & minerals

• Chemicals & fertilizers

• Food & beverages

• Textiles & apparel

• Power & utilities

• Oil & gas

• Buildings & construction

• Electric mobility

• Aviation

• Shipping