Driving global climate action with data, AI & Microsoft Fabric Organizations worldwide face pressure to cut emissions, adopt clean energy, and meet ESG standards — but sustainability data remains siloed, inconsistent, and hard to audit. Idea A universal AI-powered Sustainability & Carbon Intelligence Hub built on Microsoft Fabric to automate environmental data collection, tracking, intelligence, and ESG reporting. Key Capabilities Automated Carbon Footprint Calculation Scope 1, 2, 3 emissions from energy, transport, supply chain & operations. Satellite + IoT Emission Monitoring Satellite Earth-observation + sensor data for real-time carbon and air-quality analytics. AI Emission Forecasting & Reduction Planning Predict emissions, recommend sustainable actions, simulate reduction pathways. ESG Reporting Automation Compliance-ready reporting for GRI, CDP, ISO, EU CSRD & global frameworks. Global Use Cases Multinational enterprises Government climate & environmental authorities ESG auditors & sustainability consultants Smart cities & renewable energy programs NGOs & academic research institutions Impact Reduce carbon emissions Increase climate transparency Accelerate sustainable business transformation Promote circular economy practices Use AI responsibly for global climate goals Microsoft Fabric Capabilities Used OneLake for unified sustainability data lake Data Engineering pipelines for satellite + IoT data Real-Time Hub for pollution monitoring streams AI models for carbon forecasting & recommendations Power BI ESG dashboards & audit reports Fabric governance for compliance & security Vision Make sustainability measurable, actionable, and accountable — at a global scale.
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