Climate Protection

Use AI to optimize energy, emissions, and supply chains for effective climate protection.

Business impact

• Energy consumption — AI reduces energy use by optimizing building and network operations
• Operational costs — Efficiency gains lower costs through smarter resource management and automation
• CO2 emissions — Improved tracking and optimization directly reduce greenhouse gas emissions
• Supply chain efficiency — AI enhances resilience and agility, reducing waste and emissions in logistics
• Sustainability reporting quality — Better data integration improves accuracy and transparency of sustainability metrics
• Innovation Rate — AI-driven R&D accelerates development of energy-efficient technologies and materials
• Customer satisfaction — Sustainable practices meet growing consumer demand for climate-conscious products

Data requirements

• Sensor data from buildings and infrastructure (Numeric) — Monitors real-time energy use and environmental conditions
• Supply chain and logistics data (Structured) — Tracks inventory, transport, and emissions across networks
• Emissions reports and environmental metrics (Numeric) — Feeds AI models for accurate emissions modeling and compliance
• Financial and procurement systems (Structured) — Integrates cost and sourcing data to optimize sustainability
• Textual policy and regulatory documents (Text) — Informs AI on compliance requirements and evolving standards
• Digital twins of products and infrastructure (Code) — Simulates scenarios to optimize energy efficiency and design

AI methods and techniques

• Predictive AI — Forecasts energy demand and emissions to enable proactive management
• Generative AI — Creates optimized designs and scenarios for sustainable infrastructure
• Agentic AI — Autonomously controls building systems and supply chain operations for efficiency

AI models and model families

GPT-4, Claude, Blue Yonder AI, Custom digital twin models

Industries

Real-world evidence

5 documented case studies on record.

Companies using this: Alnatura, Diginex, Greenly, Nokia, Siemens AG.