Google has released a comprehensive “AI Playbook for Sustainability Reporting” designed to help organizations navigate the complex and labor-intensive process of environmental disclosure.
The playbook shares insights from Google’s own two-year journey of integrating AI into its reporting workflows, offering a practical toolkit for others to follow.
It includes a systematic framework for auditing current processes, “starter pack” prompt templates for common tasks, and real-world examples of how AI tools like Gemini and NotebookLM can be used to validate claims, answer inquiries, and draft report content.
The guide addresses a critical bottleneck in corporate sustainability: the massive amount of time spent collecting and verifying fragmented data, which often leaves little bandwidth for strategic action.
By open-sourcing these learnings, Google aims to help companies move from hype to implementation, enabling them to automate data aggregation, detect anomalies, and generate audit-ready reports more efficiently.
Early tests have shown that AI can reduce manual labor by up to 80 percent in some reporting areas, freeing up teams to focus on actual decarbonization and strategic progress.
Key Takeaways:
- The playbook offers a toolkit for automating sustainability data collection.
- It includes prompt templates for using Gemini and NotebookLM in reporting.
- Google’s internal tests showed an 80 percent reduction in manual reporting labor.
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